Review Diode-Solar
Review Diode-Solar
Review
A Comprehensive Review on Bypass Diode
Application on Photovoltaic Modules
Romênia G. Vieira 1 , Fábio M. U. de Araújo 2 , Mahmoud Dhimish 3, * and Maria I. S. Guerra 1
 1    Department of Engineering and Technology, Semi-Arid Federal University, Francisco Mota Av.,
      Mossoro 59625-900, Brazil; romenia.vieira@ufersa.edu.br (R.G.V.); maria.guerra@ufersa.edu.br (M.I.S.G.)
 2    Department of Computer and Automation Engineering, Federal University of Rio Grande do Norte,
      Natal 59078-970, Brazil; fabio.u.m@ufersa.edu.br
 3    Department of Engineering and Technology, University of Huddersfield, Huddersfield HD1 3DH, UK
 *    Correspondence: M.A.Dhimish@hud.ac.uk
                                                                                                       
 Received: 22 March 2020; Accepted: 6 May 2020; Published: 14 May 2020                                 
 Abstract: Solar photovoltaic (PV) energy has shown significant expansion on the installed capacity
 over the last years. Most of its power systems are installed on rooftops, integrated into buildings.
 Considering the fast development of PV plants, it has becoming even more critical to understand the
 performance and reliability of such systems. One of the most common problems faced in PV plants
 occurs when solar cells receive non-uniform irradiance or partially shaded. The consequences of
 shading generally are prevented by bypass diodes. A significant number of studies and technical
 reports have been published as of today, based on extensive experience from research and field
 feedbacks. However, such material has not been cataloged or analyzed from a perspective of the
 technological evolution of bypass diodes devices. This paper presents a comprehensive review and
 highlights recent advances, ongoing research, and prospects, as reported in the literature, on bypass
 diode application on photovoltaic modules. First, it outlines the shading effect and hotspot problem
 on PV modules. Following, it explains bypass diodes’ working principle, as well as discusses how
 such devices can impact power output and PV modules’ reliability. Then, it gives a thorough review
 of recently published research, as well as the state of the art in the field. In conclusion, it makes a
 discussion on the overview and challenges to bypass diode as a mitigation technique.
1. Introduction
     Electric energy is considered essential to economic development, as well as the population’s
well-being. There is a strong relationship between energy resources and economic and populational
development in the world. During the 1970s, oil crises showed the world’s dependence on fossil fuels,
and, over the past two decades, the concerns were about increasing demand and declining production.
     Several alternative energy sources can be used instead of fossil fuels. The decision on what type
of energy source should be utilized must consider some essential aspects such as ecological, safety,
and economics. Therefore, solar energy is frequently regarded as a promising alternative source,
considering the possibility of offering sustainability with the least damage to the environment [1].
     Solar photovoltaic energy has been showing worldwide expansion over the last decades. In 2018,
the total global installed capacity reached 500 GW (Giga Watt) [2]. Most of its power systems are
installed on rooftops, incorporated into construction. The plants mounted into industrial, commercial,
and domestic buildings are known as building integrated photovoltaics (BIPVs), and they perform as
primary or supplementary source of electric power [3].
     It is even more critical to understand the performance and reliability of photovoltaics(PV) plants,
considering the fast expansion of such systems. Power generation and payback time of PV installations
depend on the electrical performance of the PV module and also on its operational lifetime [4].
     Faults arising under real operations’ conditions may lead to drastically affecting the reliability and
performance of PV modules over time. Besides, the electrical performance of PV modules is limited by
some aspects, such as cells’ low efficiency, discontinuity of solar source, the unpredictability of weather
conditions, and, finally, not efficient working conditions due to electrical mismatch [5].
     Electrical mismatch conditions on PV module can occur when solar cells receive non-uniform
irradiance or partially shaded, or even if there are differences between solar cells intrinsic to the
manufacturing process. Shadowing conditions is a widespread situation, especially on BIPV. Managing
the shadow possibility is a challenge for designers, once the partial shadowing problem can appear
from several sources, such as surrounding buildings, trees, antennas, poles, and dirt, for instance.
     In a series-connected string of cells, all the cells carry the same current. When one or more cells
are shaded, the maximum permitted current is reduced, consequently decreasing the output power.
Moreover, the shaded cells can reach high temperatures, leading to the hotspot phenomenon and
permanent damage to the PV module [6].
     There are different solutions presented for addressing this issue. The most common is to place a
diode in antiparallel to the PV cells or a substring of cells. If the current generated by one cell becomes
smaller than other cells, the current flow will find the bypass diode path [7]. Therefore, the topology of
bypass diodes, as well as the PV array arrangement, can affect the possibility of hotspot failure [8].
     The reduction in the output power of PV modules due to shading and consequent reliability
issues such as hotspots have been extensively studied. Nevertheless, not much information is offered
on the reliability of bypass diodes themselves.
     This paper constitutes a survey of literature and research conducted on the use of bypass diode
on PV modules over the years. The primary objective of this review study was to help understand
the shading effect and the hotspot problem, as well as the bypass diode as a mitigation technique to
the hotspot problem and power losses. A significant number of studies and technical reports have
been published to date, based on extensive experience from research and field feedbacks. However,
such material has not been cataloged or analyzed from a perspective of the technological evolution of
bypass diodes’ devices.
     Thus, this paper brings an overview since the first published research about the shading effect,
the hotspot problem, and mostly about the bypass diode as a protection device to PV modules.
The work discusses the bypass diode evolution over the years and briefly discuss new mitigation
techniques as well as the used of bypass diodes on new PV modules technologies.
     The paper is briefly structured as follows. Section 2 outlines the shading effect and hotspot
problem on PV modules. Then, Section 3 explains the bypass diodes’ working principle, as well as
discussing how such devices can impact power output and PV modules’ reliability. Section 4 presents
the state of the art about bypass diodes, outlining the accumulated experience within this subject.
Finally, in Section 5, the overall conclusions and future challenges are briefly discussed.
            Figure 1.
            Figure     I-Vand
                   1. I-V  andP-V
                              P-Vcurve
                                  curveof
                                       ofaaPV
                                           PVmodule
                                              module when
                                                     when cells
                                                          cells are
                                                                are shaded
                                                                    shaded without
                                                                           without bypass
                                                                                   bypass diodes.
                                                                                          diodes.
      Because of
      Because     ofthethenature
                             natureof electrical characteristics
                                       of electrical               of solarofcells,
                                                        characteristics        solarthecells,
                                                                                         powerthe losses  are not
                                                                                                      power       proportional
                                                                                                               losses     are not
to  the  shaded    areas,   but   greater  [16].  Therefore,   just a  few  parts    of shading
proportional to the shaded areas, but greater [16]. Therefore, just a few parts of shading          can  drastically     decrease
                                                                                                                              can
the  performance        of the  entire   PV  system.    Considering     small   PV   plants,   where
drastically decrease the performance of the entire PV system. Considering small PV plants, where        there  are  a  few  or no
parallel   connections,      a small    portion   of shading    can  result   in  substantial    power
there are a few or no parallel connections, a small portion of shading can result in substantial power    losses  or   the  entire
systemorfailure
losses             [17].system failure [17].
            the entire
      In  addition
      In addition to  to power
                         power losses,
                                   losses, reverse-biased
                                            reverse-biased behavior
                                                             behavior maymay leadlead to
                                                                                      to overheating
                                                                                          overheating the the solar
                                                                                                               solar cell.
                                                                                                                      cell. Thus,
                                                                                                                             Thus,
and   if the  PV   module     does    not  have   protection,   the hotspot     failure   can  arise
and if the PV module does not have protection, the hotspot failure can arise and, in extreme cases,    and,  in extreme     cases,
the panel
the  panel can
             can get
                  get permanently
                        permanently damaged.
                                          damaged.
      A   hotspot    failure   is  a condition    characterizedwhen
      A hotspot failure is a condition characterized               whena apart partofofthe
                                                                                         thecell
                                                                                              cellororPVPVmodule
                                                                                                            module      indicates
                                                                                                                    indicates    a
a  higher   temperature       than   its surroundings.      Typically,   a hotspot     arises
higher temperature than its surroundings. Typically, a hotspot arises as a consequence of poweras  a  consequence       of power
dissipation in
dissipation    in aa reverse-biased
                     reverse-biased PV    PV cell
                                              cell [18].
                                                   [18].
      Permanent      damage      can
      Permanent damage can occur when occur  when    a PVacell
                                                            PVreaches    breakdown
                                                                 cell reaches            voltage,voltage,
                                                                                   breakdown        defined as   the maximum
                                                                                                               defined     as the
allowed reverse
maximum       allowed  voltage
                           reverseforvoltage
                                      the safeforoperation
                                                    the safe of  the p-n of
                                                             operation     junction.
                                                                               the p-nReaching
                                                                                          junction. this    voltage
                                                                                                       Reaching    thisleads  to a
                                                                                                                          voltage
massive    increase     of the  reverse   current   and  eventually    to device    destruction     [19].
leads to a massive increase of the reverse current and eventually to device destruction [19]. Figure 2     Figure   2 illustrates
the I-V curve
illustrates  the of
                 I-Va curve
                        photovoltaic     cell when operating
                                of a photovoltaic     cell when as   fully illuminated
                                                                  operating                 and under and
                                                                                as fully illuminated       shading
                                                                                                                under conditions
                                                                                                                         shading
until reaching
conditions    untila reaching
                      breakdown       voltage. voltage.
                                   a breakdown
      The hotspot problem was identified early, also on the first PV module application [20,21].
Numerous studies have investigated the hotspot phenomenon and mitigations’ techniques to avoid
power losses and prevent its adverse consequences [22–26]. Based on these experiences, a hotspot
endurance test became part of the approval for types of crystalline silicon modules, according to IEC
(International Electrotechnical Commission) 61215, which verifies the hotspot tolerance by recreating
the worst expected operating conditions [27].
Energies 2020, 13, 2472                                                                                         4 of 21
Energies 2020, 13, x FOR PEER REVIEW                                                                            4 of 22
                            Figure 2. I-V
                            Figure 2. I-V curve
                                          curve of
                                                of aa PV
                                                      PV module
                                                         module in
                                                                 in aa reverse
                                                                       reverse bias
                                                                               bias region.
                                                                                     region.
                                    Figure
                                    Figure 3. PV module
                                           3. PV module with
                                                        with one
                                                             one shaded
                                                                 shaded cell.
                                                                        cell.
     Once bypass diodes conduct, they introduce inevitable voltage drop, may heat up significantly,
and consume power generated. Hence, it brings impact to the maximum power delivered by the
photovoltaic modules [31]. The configuration of bypass diodes on the PV modules forming part of
the array has an important influence on the possibility of hotspot presence [8].
Energies 2020, 13, 2472                                                                              5 of 21
     Once bypass diodes conduct, they introduce inevitable voltage drop, may heat up significantly,
and consume power generated. Hence, it brings impact to the maximum power delivered by the
photovoltaic modules [31]. The configuration of bypass diodes on the PV modules forming part of the
array has an important influence on the possibility of hotspot presence [8].
     Even with the diode bypassing a complete substring and only one failing cell, the maximum
power point (MPP) can be higher with activated bypasses. The difficulty with this approach is that the
BP diodes create multiple local MPPs, which makes it hard for the maximum power point tracking
(MPPT) to find the global MPP [7]. Therefore, distortion of the shaded I-V curve may lead to an error
in the determination of the global MPP. Figure 4 illustrates the I-V and P-V curves of a shaded PV
module with one BP diode activated (see Figure 3).
Figure 4. I-V and P-V curves of a shaded PV module with one bypass diode activated.
     Comparing Figures 1 and 3, it is clear that under shading conditions the MPP is higher using BP
diodes. Nevertheless, when BP diodes are activated, the PV module presents multiple local maxima
(LM), but only one of them relates to the global maximum (GM) [32].
     Overlapped and no-overlapped are two standard topologies of bypass diodes, as illustrated in
Figure 5. It is worthy of mentioning that analyzing the PV modules with overlapped configuration
is more complicated than no-overlapped because there will be a few different paths for the current
flow [33].
     Moreover, both configurations should be analyzed under a shading condition, as illustrated in
Figure 6. The overlapped configuration may lead to an overcurrent situation. Increasing the output
current of a PV module is not always attractive to the power plant, once all the project is developed to
a current standard rate, and this situation may lead to negative consequences to the PV plant. Thus,
the most used BP diode configuration by the PV module industry is the no-overlapped.
Energies 2020, 13, 2472                                                                                                           6 of 21
Energies 2020, 13, x FOR PEER REVIEW                                                                                             6 of 22
     Various
     Various BP
              BP diode
                   diode topologies   inside aa PV
                          topologies inside     PV module
                                                    module can can create
                                                                    create aa different
                                                                               different path
                                                                                         path to
                                                                                               to the
                                                                                                   the current
                                                                                                       currentflow.
                                                                                                                 flow.
Thus,  the BP   diode   arrangements    on the   PV   panel  may    impact     the  voltage,
Thus, the BP diode arrangements on the PV panel may impact the voltage, current, and power   current,    and  power
characteristics
characteristics of
                ofshaded
                    shadedand
                            andunshaded
                                 unshadedcells,
                                            cells,asaswell
                                                       wellasas
                                                              thethe
                                                                   maximum
                                                                     maximum    power
                                                                                   powerextraction  of the
                                                                                           extraction       entire
                                                                                                        of the     PV
                                                                                                               entire
system.  Hence,  several  studies  have been  done    on the whole    of the  impact  of
PV system. Hence, several studies have been done on the whole of the impact of BP diode  BP  diode   configurations
on the maximum
configurations   onpower    of the PVpower
                     the maximum       module.
                                            of the PV module.
                               Figure 6. BP diodes’ configuration under shading condition.
How to Choose a Bypass Diode
3.1. How to Choose a Bypass Diode
      Various
      ConsideringBP diode        topologies
                        the bypass       diodeinside
                                                 working  a PV   modulediscussed
                                                              principle      can createina Section
                                                                                              different
                                                                                                      3, path
                                                                                                         the BP todiode
                                                                                                                   the current
                                                                                                                            needs flow.
                                                                                                                                     to be
Thus, Considering        thearrangements
                                bypass diode on   working       principle     discussed     inthe
                                                                                               Section   3, the   BP diode     needs to
activated even when a single cell is shaded. Ideally, the device should have forward voltage as power
        the   BP   diode                                the   PV   panel    may     impact         voltage,    current,    and     low as
be activated even
characteristics     of thewhen aand
                        shaded        single   cell is shaded.
                                          unshaded                   Ideally,
                                                         cells,isasthe
                                                                    well   as thethemaximum
                                                                                       device should
                                                                                                   power have    forward
                                                                                                           extraction     ofvoltage     as
                                                                                                                              thevoltage.
                                                                                                                                    entire
possible. Hence,             most widely       used diode               Schottky      diode because    of its  low forward
low
PV   as  possible.
     system.          Hence,      the   most   widely     used   diode    is  the  Schottky    diode  because     of its  low   forward
Since  the firstHence,
                   industrial  several    studiesofhave
                                   application         the BP been     donetheon
                                                                 diodes,             theofwhole
                                                                                  kind              of the impact
                                                                                            diode mounted       on theof     BP diode
                                                                                                                          junction    box
voltage. Since the
configurations      on     firstmaximum
                         the      industrialpower
                                                application
                                                         of the   of the
                                                                 PV        BP diodes, the kind of diode mounted on the
                                                                       module.
was the Schottky diode [34].
junction box was the Schottky diode [34].
      However, a lower forward voltage means a higher leakage current, raising the risk of thermal
      However,
3.1. How    to Choosea lower
                          a Bypassforward
                                      Diode voltage means a higher leakage current, raising the risk of thermal
runaway [35]. Thermal runaway occurs when BP diodes are operating on a quick switching mode,
runaway [35]. Thermal runaway occurs when BP diodes are operating on a quick switching mode,
like when     the shading
      Considering                on the diode
                         the bypass       PV module
                                                 working   is suddenly
                                                               principleremoved.
                                                                              discussedTheThe  power dissipation
                                                                                            in Section   3, the BP diodein theneeds
                                                                                                                                 reverseto
like when     the shading        on the PV module          is suddenly      removed.           power dissipation        in the reverse
biasactivated
be   is greatereven
                  than whenthe cooling
                                   a       capacity
                                      single   cell   ofshaded.
                                                     is   the junction     box.the
                                                                    Ideally,      Therefore,
                                                                                       device   the diode
                                                                                               should   haveis subject
                                                                                                                forward  to permanent
                                                                                                                             voltage    as
bias is greater than the cooling capacity of the junction box. Therefore, the diode is subject to
damage,
low         as is consequently,
     as possible.     Hence,      the   the PV
                                       most      module
                                              widely      used[36].
permanent      damage,        as is  consequently,       the  PVdiode
                                                                   moduleis the    Schottky diode because of its low forward
                                                                               [36].
      To avoid
voltage.   Since thethe   risks   of permanent
                           first industrial           damageofand
                                                application           thepower      lossesthe
                                                                           BP diodes,        associated    with the
                                                                                                 kind of diode         BP diode,
                                                                                                                   mounted        on the
      To avoid      the risks      of permanent        damage and        power       losses associated     with the    BP diode,       the
correct device
junction   box     sizing
                 was    the   is essential.
                               Schottky       The [34].
                                            diode   first criterion should be the PV module short-circuit current (Isc );
correct device sizing is essential. The first criterion should be the PV module short-circuit current (Isc);
once However,
      it is the current
                     a lower rateforward
                                   the diode    will conduct.
                                              voltage     means aThen, highertheleakage
                                                                                  maximum       repetitive
                                                                                            current,        reverse
                                                                                                      raising         voltage
                                                                                                                 the risk         (VRRM )
                                                                                                                            of thermal
needs to be
runaway         considered.
             [35].  Thermal runaway occurs when BP diodes are operating on a quick switching mode,
      The Vthe
like when     RRM is related
                   shading       ontothe
                                       thePVnumber
                                              module   of is
                                                           cells  protected
                                                              suddenly          by the diode.
                                                                            removed.              For safe
                                                                                          The power         and efficient
                                                                                                        dissipation    in theoperation,
                                                                                                                                 reverse
the BP
bias  is diode
          greatermustthanconduct         whencapacity
                               the cooling       one cell of  is shadowed,
                                                                  the junctionand        theTherefore,
                                                                                      box.    shadowedthe   celldiode
                                                                                                                  voltage    must stay
                                                                                                                         is subject     to
under its breakdown
permanent      damage, as      voltage.   Thus, the maximum
                                 is consequently,        the PV module  number [36].of cells bridged by the one device (nmax ) is
      To avoid the risks of permanent damage and power losses associated with the BP diode, the
correct device sizing is essential. The first criterion should be the PV module short-circuit current (Isc);
Energies 2020, 13, 2472                                                                              7 of 21
limited by the cell’s breakdown voltage (Vcell ), and the forward diode voltage (Vdiode ) is calculated by
Equation (1) [37].
                                                 V − Vdiode
                                      nmax < cell            +1                                         (1)
                                                     0.5
     Knowing the nmax and the panel open-circuit voltage (Voc ), the maximum repetitive reverse
voltage (VRRM ) can be calculated by Equation (2).
                                                      Vocmax
                                             VRRM >                                                     (2)
                                                       nmax
     Frequently, the junction box manufacturer is different from that of the PV module. The junction
box is not designed to one specific panel but could be used by a range of solar PV modules. Thus,
most of the used BP diodes show a VRRM = 45 V [37].
     Considering the working principle and all the BP diode characteristics discussed, Section 4 will
present a comprehensive literature review of BP diode studies, summarizing the collected experience
and the state of the art within this subject.
     Furthermore, in 1984, Shepard and Sigmura [50] discussed some BP diode configuration on a
PV module, suggesting the integration of such device to the array mounting and external to the
array configuration. They observed that the more BP diodes connected, the smaller the power losses.
Gonzalez et al. [51] compared a PV module with and without the BP diode and concluded the use of
BP diodes as a strategy for controlling the hotspot problem.
     At the same time, General Electric (GE) developed a research under Jet Propulsion Laboratories’
(JPL) contract to study the design and processing techniques necessary to incorporate bypass diode
to a PV module. The study analyzed some mounting topologies for BP diodes and compared their
performance on mechanical, electrical, and thermal behaviors [34].
     The report concluded that the use of BP diodes is essential to terrestrial PV arrays’ applications.
The number of BP diodes should be proportional to the PV array area, not exceeding 15 series-connected
solar cells within a bypassed group. The reliability of PV systems could reach a 20-year lifetime if
correctly designed and installed with BP diodes [52].
     This study indicated the use of the junction box to accommodate the BP diodes on the PV module,
as manufacturers practice to date. The study also indicated that the cost to integrate such diodes could
raise PV module costs [53].
     Since GE’s research, bypass diodes incorporated into PV modules have been manufactured and
placed in antiparallel to groups of series-connected solar cells and accommodated on the back of the
panel on a designed site to mount these devices, the junction box. Although it established a standard
technique to protect against the destructive effects of the hotspot, if shading any of these cells, BP
diode would prevent the remainder of the group from contributing to the module output power.
Likewise, the number of diodes, as well as their reliability, continued to be investigated in subsequent
years [54,55].
     In 1988, Bishop [56] conducted initial experiments about the performance of PV cells under
an uneven irradiance and using BP diodes. His work described a software developed to simulate
the effects on PV module due to mismatching conditions, such as manufacturers’ mismatching or
shadowing conditions. Using the software developed, Bishop concluded that the drop in PV cell
performance due to inadequate conditions was inevitable, so the use of BP diode is essential. Further,
Abete et al. [57] employed Bishop’s method on a mismatched PV array with a BP diode to evaluate its
performance. The conclusions helped to understand when the BP diode goes into operation.
     In the same year, Lashway [58] raised a discussion about specific testing techniques for PV
modules. One of these procedures was about measuring BP diodes’ current to identify a failure module.
Besides, the author pointed out the same failure types that could occur on PV modules, and the BP
diodes were responsible for 2% of the most common failures on a PV array.
     During the period 1990–2005, there was no extensive research that emphasized the development
of new concepts or, at least, a new investigation on the impact of hotspots on the PV modules’ reliability.
Molenbroek et al. [22] tested PV modules’ hotspot susceptibility and concluded that the worst condition
of hotspot heating was completely shading a single cell. However, the hotspot condition can be
minimized using the BP diodes to limit the reverse bias voltage across a module to less than 1 V.
Soon after, Nabeel et al. [59,60] tested PV modules’ reliability by theoretical and experimental results.
The experiment about BP diode led them to conclude that the reliability of the module increased as the
number of shunted diodes increased.
     Afterward, Herrmann et al. [25] investigated the module design regarding bypass diodes.
According to their conclusions, to avoid the overheating caused by partial shading, one single bypass
diode should protect 20 cells maximum. Quaschning and Hanitscht [61] developed a simulation
method to reproduce the solar cell I-V curve. Through this method, it was possible to study the electric
performance of a PV system under a shading condition using BP diodes. They observed that the use of
a BP diode reduced the power that would be lost with shading.
     Still in the 1990s, studies comparing the application of integral diodes and conventional BP diodes
to PV modules were performed. Analyzing how many cells of a PV module protected by one single
Energies 2020, 13, x FOR PEER REVIEW                                                                              9 of 22
Energies 2020, 13, 2472                                                                                            9 of 21
      Still in the 1990s, studies comparing the application of integral diodes and conventional BP
diodes to PV modules were performed. Analyzing how many cells of a PV module protected by one
BP diode could be affected by shading, Bhattacharya and Neogy [23] compared the usage of integral
single BP diode could be affected by shading, Bhattacharya and Neogy [23] compared the usage of
diodes or single diode for a group of cells. They pointed out that diodes integral with the solar cell
integral diodes or single diode for a group of cells. They pointed out that diodes integral with the
would be the best solution in respect to power production.
solar cell would be the best solution in respect to power production.
      Furthermore, Roche et al. [62] compared three methods to reduce mismatch losses: The use
      Furthermore, Roche et al. [62] compared three methods to reduce mismatch losses: The use of
of integral BP diodes, series/parallel connections on the PV module, and reduced shunt resistance.
integral BP diodes, series/parallel connections on the PV module, and reduced shunt resistance. The
The authors settled that integral BP diodes are a viable technique to prevent hotspot and power losses
authors settled that integral BP diodes are a viable technique to prevent hotspot and power losses on
on PV systems. Furthermore, Yoshioka et al. [24] tested two PV modules, one using integral BP diodes,
PV systems. Furthermore, Yoshioka et al. [24] tested two PV modules, one using integral BP diodes,
and the other with conventional external bypass diode. Their results indicated that modules with
and the other with conventional external bypass diode. Their results indicated that modules with
bypass diode function shown more power output and lower temperature increase when operating
bypass diode function shown more power output and lower temperature increase when operating
under shading conditions. Also, the conclusions suggested the use of PV modules with BP diodes to
under shading conditions. Also, the conclusions suggested the use of PV modules with BP diodes to
home installations.
home installations.
      Lastly, Danner and Bucher [26] analyzed reverse I-V characteristics of commercial cells that were
      Lastly, Danner and Bucher [26] analyzed reverse I-V characteristics of commercial cells that were
measured and the impact on power dissipation. According to the study, the number of BP diodes
measured and the impact on power dissipation. According to the study, the number of BP diodes in
in a PV panel should not be defined by the number of cells, but by the power capacity of the string
a PV panel should not be defined by the number of cells, but by the power capacity of the string cells
cells if they become bypassed. This work once more emphasized the importance of incorporating
if they become bypassed. This work once more emphasized the importance of incorporating bypass
bypass diodes into modules. Figure 7 summarizes in a chronological sequence the primary references
diodes into modules. Figure 7 summarizes in a chronological sequence the primary references
aforementioned through the 1990s.
aforementioned through the 1990s.
to assess the heat distribution on the PV modules’ surface. Moreover, using scanning electron
microscopy, it was observed that the structural materials of the hotspotted solar cells were affected by
irreversible destruction.
     Additionally, Kernahan [72] proposed a new detection and prevention method for hotspots’
mitigation in solar cells. In simple, he proposed to connect subcells that are affected by a hotspot to an
external BP diode or connect the whole substring to an external bypass diode interconnection, which
would inherit the reversed current passing thought the hotspotted string, increasing the output current
and, consequently, increasing the PV module power generation.
     Until the early 2000s there was a relatively slow evolution on published research about the
BP diodes. Since then, solar PV power has emerged as a possible alternative energy source, so the
reliability of such systems has been extensively explored. Therefore, the shading problem and the
hotspot, as wells as the BP diodes and other mitigation techniques, are widely studied and will be
discussed in Section 4.1.
      The Partial Shading category revisits the effect of the shading on the PV module, as well as the
entire PV system, evaluating the power losses and the possibility for the hotspot rising. Partial shading
is a critical discussion, especially when the urban PV systems became popular. These papers raised
the demand for those studies developed in the Bypass Diode Topology category. In these studies,
the number of BP diodes mounted on a PV module, along with the arrangement inside the panel,
was extensively discussed.
      Regarding the Field Tests’ category, on this research the performance of commercial PV modules
was analyzed under real conditions, and by an extended period. In this kind of research, it was possible
to identify the requirements of the PV plants, especially those related to the PV module reliability.
      The Artificial Intelligence (AI) category on Table 1 refers to research that applies an AI technique
for modelling [97,98,101] PV systems and predicting their performance [102–104], especially the ones
related to analyzing shading effect [105], the hotspot problem, and the bypass diodes [106]. Using
AI techniques on this concern enables reducing experimental costs once the results can be close to
Energies 2020, 13, 2472                                                                              11 of 21
reality. On the other hand, there will be some unpredictable situations that were not considered in
model training.
      One new trend related to the BP diodes is the fault diagnosis on these devices using AI, developed
by [99,100,107,108]. This is an excellent tool for identifying defects on the BP diodes, as well as detecting
the hotspot problem. It is essential to early identify this kind of fault in order to avoid power losses,
possibly permanent damage to the PV modules, and, consequently, the PV system reliability.
      Even though bypass diodes are used for protection and qualification and tests are used to reduce
cell mismatch, a few studies have reported these strategies to be insufficient for hotspot prevention.
Some authors have recently asserted the need for new mitigation techniques.
      Bauwens and Doutreloigne [7] developed a smart bypass switching device, using a NDMOS
(Doubled-Diffused MOSFET). Simulations using the smart bypass, a typical BP diode, and an ideal
diode were made. The authors concluded that smart bypass was more efficient once it did not produce
heat or power losses, such as conventional BP diodes.
      Kim and Krein [18] re-examined BP diodes, showing their inadequacy for hotspot protection.
The authors concluded hotspotting could lead to a second breakdown or cell encapsulant damage
and permanently degrade the PV panel or create safety concerns. The paper detailed the hotspot
conditions and how they could occur. Moreover, the research explored some hotspot preventing
methods, namely: BP diodes, active bypass switches, low reverse-breakdown voltage PV cells, and
active hotspot detection and protection. These findings demonstrated that BP diodes are more effective
at mitigating hotspots for short PV string lengths, but this is not conventionally implemented in
modern panel construction.
      One of the hotspots-preventing methods studied by [18] was the low reverse-breakdown voltage
PV cells. In this regard, the SunPower® company manufactures a more shading-tolerant PV cell.
This kind of cell has a low breakdown voltage, which occurs uniformly across the cell. In a shading
situation or any other reverse-bias condition, thermal runaway is mitigated, lowering the PV cell
temperature and, consequently, avoiding the hotspot, regardless of whether or not BP diodes are
presented. However, when enough cells are in reverse bias, the cumulative power loss from the shaded
cells can exceed the power produced from the cells in forwarding bias, so SunPower includes diode
protection to enhance energy yield [113].
      The lower heating on this kind of cell happens because the cell architecture places a heavily doped
positive region immediately adjacent to a heavily doped negative region evenly across the back of the
cell, resulting in a lower voltage potential for a cell in reverse bias. Additionally, SunPower® cells are
connected with a strain-relieved copper bar and six solder pads per cell. Solder joints are small, so the
mismatch from thermal expansion results in less stress in the joint [113].
      Pannebakker et al. [109] proposed simulation and experiments using smart bypass diodes. They
simulated and tested various patterns of shading, using 60, 20, 12, 6, and 3 BP diodes, in order
to evaluate the decreasing power losses and heating by the BP diodes. The study concluded the
more BP diodes were used, the higher the maximum power under shading condition, creating a
more shade-resilient module. Although the proposed topology showed excellent results, the cost of
integrating this new technique was considered high.
      Even though previous studies showed high costs and unfeasibility to place one diode to each cell
within the PV panel, there are some manufacturers producing modules with this kind of BP diode
topology. For instance, AE Solar® produces a specific kind of PV module, named “smart hotspot-free”,
which places one bypass diode for each cell in the module. The BP diodes are not placed on the junction
box, as traditionally installed, but on the cell interconnection, as illustrate in Figure 8.
Energies 2020, 13, 2472                                                                                                 12 of 21
Energies 2020, 13, x FOR PEER REVIEW                                                                                   12 of 22
     The manufacturers’ test showed that the cell temperature under a shading situation could fall
from 160 °C on conventional modules to 85 °C on this kind of BP diode topology. Moreover, it may
increase the module lifetime and PV installation reliability [114].
     In 2017, Dhimish et al. [115] and [110] proposed two hotspots’ mitigation techniques, where both
consist of the integration of two MOSFETs (Metal-Oxide-Semiconductor Field Effect Transistor)
connected to the affected PV module, as seen in Figure 9 (a). This arrangement was tested under
                                        Figure
                                        Figure  8.  BP diodes
                                                 8. BP  diodes place
                                                                place on
                                                                      on each
                                                                          each  cell [114].
                                                                                cellboth
                                                                                     [114].techniques would increase the
several environmental conditions,             where     it was observed      that
output
     Thepower of the PV module            by 1.44 W the  and 3.97temperature
                                                                    W, respectively. a shading situation could fall
     The manufacturers’
           manufacturers’ test  test showed
                                       showed thatthat the cell
                                                              cell temperature underunder a shading situation could fall
from By   contrast
           ◦          with    Dhimish      et  al.  [115]  ◦observations,
                                                                        kindtwo   BPother    researchers,    [116] and it[117],
from 160
      160 °C C on
                on conventional
                   conventional modulesmodules to   to 85
                                                       85 °C C on
                                                               on this
                                                                   this kind   of BP
                                                                              of       diode
                                                                                       diode   topology. Moreover,
                                                                                               topology.   Moreover,     it may
                                                                                                                            may
observed
increase   the
          the    impact
               module      of the
                          lifetime   hotspots
                                      and  PV   on   the  output
                                                installation        power
                                                                reliability of  the
                                                                            [114].   PV  modules.     It was   concluded    that
increase the module lifetime and PV installation reliability [114].
the loss
     In  in  the  output    power     could   be  as  high   as 15%   when   the   hotspots   are  affecting   various  cells in
     In 2017,
        2017, Dhimish
                Dhimish et  et al.
                               al. [110,115]
                                    [115] andproposed        two hotspots’
                                                [110] proposed                mitigation
                                                                     two hotspots’          techniques,
                                                                                       mitigation         where both
                                                                                                    techniques,    whereconsist
                                                                                                                            both
the
of  PV  module.
   the integration    of two MOSFETs
consist  of the integration         of two (Metal-Oxide-Semiconductor
                                              MOSFETs (Metal-Oxide-Semiconductor     Field Effect Transistor)
                                                                                                   Field Effectconnected
                                                                                                                   Transistor)to
the  Dhimish
    affectedto    et
              PVthe  al.
                  module, [111]    conducted
                              as seen             another
                                        in Figureas  9a.seen  observation
                                                          Thisinarrangement   of  the
                                                                                was    impact
                                                                                      tested     of  the  second
                                                                                              under several         mitigation
connected             affected     PV module,                      Figure 9 (a).    This  arrangement      wasenvironmental
                                                                                                                 tested under
technique (shown
conditions,   where    in
                       it Figure
                          was        9 (b) onthat
                                observed       the temperatures
                                                     both   techniquesof the  hotspotted
                                                                          would    increase  solar
                                                                                               the cells. It power
                                                                                                   output    was noticed
                                                                                                                     of thethat
                                                                                                                             PV
several environmental conditions, where it was observed that both techniques would increase                                  the
the temperature
module   by   1.44 W ofand
                        the 3.97
                             hotspotted
                                    W,       cells could decrease in the range of 2.7–5.7 °F, as shown in Figure
                                        respectively.
output power of the PV module by 1.44 W and 3.97 W, respectively.
10.
     By contrast with Dhimish et al. [115] observations, two other researchers, [116] and [117],
observed the impact of the hotspots on the output power of the PV modules. It was concluded that
the loss in the output power could be as high as 15% when the hotspots are affecting various cells in
the PV module.
     Dhimish et al. [111] conducted another observation of the impact of the second mitigation
technique (shown in Figure 9 (b) on the temperatures of the hotspotted solar cells. It was noticed that
the temperature of the hotspotted cells could decrease in the range of 2.7–5.7 °F, as shown in Figure
10.
(a) (b)
      Figure 9. Hotspot mitigation techniques proposed by [115]. (a) First mitigation technique, where the
                    connected across
      MOSFETs are connected    across the
                                      the PV
                                           PV strings
                                              strings of
                                                      of the
                                                          the PV
                                                              PV module.
                                                                 module. (b) Second mitigation technique,
            the MOSFETs
      where the  MOSFETs are
                          areintegrated
                              integratedacross
                                          acrossthe
                                                 thewhole
                                                    wholeterminals
                                                            terminalsof
                                                                      ofthe
                                                                         thePV
                                                                             PVmodule.
                                                                               module.
      By contrast with Dhimish et al. [115] observations, two other researchers, [116,117], observed the
impact of the hotspots on the output power of the PV modules. It was concluded that the loss in the
output power could be as high as 15% when the hotspots are affecting various cells in the PV module.
                             (a)                                                        (b)
      Dhimish et al. [111] conducted another observation of the impact of the second mitigation
      Figure(shown
technique     9. Hotspot  mitigation
                      in Figure  9b ontechniques  proposed of
                                        the temperatures    bythe
                                                                [115]. (a) First mitigation
                                                                   hotspotted               technique,
                                                                                  solar cells.          where the
                                                                                               It was noticed that the
      MOSFETs     are connected   across the  PV strings of the  PV module.    (b)      ◦
                                                                                    Second  mitigation
temperature of the hotspotted cells could decrease in the range of 2.7–5.7 F, as shown in Figure 10.   technique,
      where
      In     the MOSFETs
         contrast           are integrated
                    with [111]    results, itacross
                                               wasthe  whole terminals
                                                     observed             of the PV
                                                                 by [118–121]         module.
                                                                                   that the hotspots’ temperature
distribution was strongly dependent on various conditions including (1) the integration of the MPPT,
(2) day-to-night temperature variations, (3) day-to-night irradiance variations, and, most importantly,
(4) the amount of partial shading affecting the hotspotted PV modules.
      The up-to-date research [122–124] discussed the fact that hotspots in PV modules are likely to
occur when the PV modules are affected by cracks/microcracks. It was observed during the last three
years that many old PV modules affected by hotspots, most frequently, are affected by microcracks.
Energies 2020, 13, 2472                                                                                    13 of 21
Energies 2020, 13, x FOR PEER REVIEW                                                                      13 of 22
       Figure
       Figure 10. Impact of
              10. Impact of hotspot
                            hotspot mitigation
                                    mitigation technique
                                               technique on
                                                         on the
                                                            the hotspot
                                                                hotspot temperature
                                                                        temperature distribution
                                                                                    distribution [115].
                                                                                                 [115].
      In
      In 2020,
          contraststate-of-the-art   research
                       with [111] results,  it on
                                               wasthe  mitigation
                                                     observed  by of  PV hotspots
                                                                   [118–121]        using
                                                                             that the      a new temperature
                                                                                       hotspots’    principle of
integrating
distribution was strongly dependent on various conditions including (1) the integration of is
               a current-limited    circuit was  proposed  by [112]. The integration of  this circuit thenot only
                                                                                                           MPPT,
providing    a suitabletemperature
(2) day-to-night          solution to mitigate  the problem
                                        variations,          of hotspotting,
                                                      (3) day-to-night       but also eliminating
                                                                         irradiance   variations, theand,increase
                                                                                                             most
Energies
of the   2020,
        PV     13, x temperature
            cells’   FOR PEER REVIEW
                                   during  partial shading scenarios. Figure 11 shows   the thermal       14 of
                                                                                                      image   of22
                                                                                                                 a
importantly, (4) the amount of partial shading affecting the hotspotted PV modules.
PV module,      where   two  cells are under  shading   conditions.
      The up-to-date research [122–124] discussed the fact that hotspots in PV modules are likely to
occur when the PV modules are affected by cracks/microcracks. It was observed during the last three
years that many old PV modules affected by hotspots, most frequently, are affected by microcracks.
     In 2020, state-of-the-art research on the mitigation of PV hotspots using a new principle of
integrating a current-limited circuit was proposed by [112]. The integration of this circuit is not only
providing a suitable solution to mitigate the problem of hotspotting, but also eliminating the increase
of the PV cells’ temperature during partial shading scenarios. Figure 11 shows the thermal image of
a PV module, where two cells are under shading conditions.
     Figure
     Figure 11. Impact of
            11. Impact    of hotspot
                             hotspot mitigation
                                     mitigation technique
                                                technique developed
                                                          developed by
                                                                    by [112] on aa PV
                                                                       [112] on    PV module
                                                                                      module affected
                                                                                             affected by
                                                                                                      by two
                                                                                                         two
     shaded  solar cells.
     shaded solar cells.
      It was presented that after using the proposed mitigation technique, the temperature of the shaded
      It was presented that after using the proposed mitigation technique, the temperature of the
cells decreased equally to adjacent cells.
shaded cells decreased equally to adjacent cells.
         It was presented that after using the proposed mitigation technique, the temperature of the
     shaded cells decreased equally to adjacent cells.
4.2. Emerging Modules’ Technologies and Bypass Diode Protection Device
     4.2.
      UpEmerging   Modules’
          to now, the paperTechnologies
                            discussed and   Bypassabout
                                        in detail  Diode BP
                                                         Protection
                                                            diodesDevice
                                                                    and shading mitigation techniques on
conventional
          Up toPV   modules.
                 now,   the paperHowever,
                                    discussedthere   are some
                                                in detail aboutemerging
                                                                BP diodesmodules’
                                                                              and shading technologies,  such as shingled
                                                                                             mitigation techniques    on
modules    and half-cells
     conventional             modules.
                     PV modules.           These there
                                      However,      devices
                                                          areare  alsoemerging
                                                               some     subjected      to shading
                                                                                    modules’        situationssuch
                                                                                               technologies,      andas need
protection
     shingledagainst
                modulestheand
                            hotspot  problem.
                               half-cells  modules. These devices are also subjected to shading situations and
     need
      One protection
           of the ways  against  the hotspot
                           to increase   power problem.
                                                  density on a PV module is to improve the interconnection of
the cells, making them closer, so the areadensity
          One   of the  ways  to increase  power            on a PV
                                                     producing       module
                                                                  power         is to improve
                                                                            is more             the This
                                                                                       extensive.   interconnection    of
                                                                                                           logic is applied
     the cells, making   them   closer, so the area  producing   power   is more    extensive.
to shingled modules technology, where the cells are made from long strings of series-connected This  logic  is applied to cell
     shingled   modules    technology,   where    the cells are made   from    long   strings of series-connected
strips [125]. The shingled PV modules are specially designed to connect by a bus bar, using no space                 cell
     strips [125]. The shingled PV modules are specially designed to connect by a bus bar, using no space
between each other, as illustrated in Figure 12.
     between each other, as illustrated in Figure 12.
                                       Figure
                                     Figure   12.Shingle
                                            12.   ShinglePV
                                                         PV module
                                                            module interconnection.
                                                                    interconnection.
      Despite
           Despitethethehigher   power
                            higher  power capacity,
                                             capacity,this
                                                         thiskind
                                                              kind ofof module,    whenunder
                                                                        module, when       undera ashading
                                                                                                     shading    condition,
                                                                                                             condition,   willwill
face face
      the same
           the same consequences
                         consequences   asasthetheconventional
                                                    conventional ones.      Thus,like
                                                                    ones. Thus,     likeother
                                                                                          otherPVPV  modules’
                                                                                                   modules’       technologies,
                                                                                                               technologies,
     bypass
bypass   diodesdiodesareare   placed
                          placed   in in antiparalleland
                                      antiparallel       andmounted
                                                             mounted on   on the
                                                                             thejunction
                                                                                  junctionboxboxlocated
                                                                                                  locatedonon
                                                                                                            thethe
                                                                                                                 rearrear
                                                                                                                       sideside
                                                                                                                            of of
     Energies 2020, 13, x FOR PEER REVIEW                                                                             15 of 22
the module. The number of BP diodes must follow the same principles applied to conventional PV
modules [125].
     the module. The number of BP diodes must follow the same principles applied to conventional PV
      Another[125].
     modules       rising technology is the half-cell PV modules. On this kind of PV module, the PV cells
are cut in Anotherchanging
              half,                the configuration
                       rising technology                    of the
                                              is the half-cell       module. On
                                                               PV modules.       The   current
                                                                                    this kind ofgenerated
                                                                                                  PV module,  bythe
                                                                                                                  a solar
                                                                                                                    PV cellscell is
proportional     to  the   area exposed    to  solar  irradiance.   Thus,   half-cells  will produce   half
     are cut in half, changing the configuration of the module. The current generated by a solar cell is    current.    However,
losses  due to the to
     proportional       series’  resistance
                            the area   exposed of the  cell connector
                                                   to solar  irradiance.inThus,
                                                                             a PV half-cells
                                                                                   module are willproportional
                                                                                                    produce halftocurrent.
                                                                                                                      the square
     However,
of the  current losses      due to theSo,
                   they conduct.        series’  resistance
                                           half-cells        of the
                                                         reduce      cell losses
                                                                  these   connector   in a PV module
                                                                                  substantially   [126].are proportional to
     the square modules
      Half-cell    of the current
                                havethey   conduct.
                                       twice           So, half-cells
                                                the number     of cellsreduce
                                                                         than these   losses substantially
                                                                                conventional    modules. [126].
                                                                                                            So, they require a
           Half-cell    modules    have  twice    the number    of cells than  conventional
rearranging of the PV module layout, especially on the bypass diodes’ connections.            modules.   So, theyBPrequire
                                                                                                                      diodes a are
     rearranging      of  the PV   module    layout,   especially   on  the bypass   diodes’  connections.
used as hotspot protection devices and are mounted on the junction box, as in conventional modules.          BP   diodes   are
     used as hotspot protection devices and are mounted on the junction box, as in conventional modules.
Nevertheless,       the number of cells protected by one single diode is going to change, as illustrated in
     Nevertheless, the number of cells protected by one single diode is going to change, as illustrated in
Figure 13.
     Figure 13.
          Given the valuable experiences and ongoing feedback from the presented literature, the last part
     of this review paper, Section 5, provides the overall conclusions and discusses the future issues about
     the BP diodes and hotspot mitigation techniques.
Energies 2020, 13, 2472                                                                            15 of 21
     Given the valuable experiences and ongoing feedback from the presented literature, the last part
of this review paper, Section 5, provides the overall conclusions and discusses the future issues about
the BP diodes and hotspot mitigation techniques.
5. Conclusions
      This review paper was structured to give an overview of the bypass diode application on PV
modules. First, the partial shading effect was discussed, aiming to understand how it can lead to the
hotspot problem, as well as how it can result in power losses and I-V and P-V curves’ distortions.
Moreover, hotspots may cause permanent cell damage, and are still one of the most frequently reported
phenomena to limit module lifetime.
      The primary prevention method for hotspotting is a bypass diode, wired in antiparallel to solar
cells’ submodule, and mounted on the junction box on the back of PV modules. Bypass diodes perform
the function of providing a bypass path for the current flow in case some cells are partially shaded,
avoiding the hotspot problem and increasing the MPP. However, once bypass diodes are activated,
the MPPT becomes disoriented because of the multiple peaks on the P-V curve. Moreover, when bypass
diodes conduct, they consume part of generated power, impacting the maximum power delivered by
PV modules.
      Lastly, the study brings an extensive overview of all research progress on bypass diodes since its
first uses, allowing us to understand how the technology developed and advanced over recent years.
Recent research was organized into five categories, as shown in Table 1.
      Partial shading concerns studies on the impact of shading on PV systems. It is an essential field of
study because it helps to clearly understand the power losses and the possible permanent damage to
the PV modules associated with shading situations. It is becoming increasingly important with the
recent growth of PV systems’ installations in urban areas. On the other hand, extensive studies have
shown that there always will be some unpredictable situations involving the shading of PV modules.
      Regarding the Bypass Diode Topology category, it was subject to extensive research over the past
decades. These studies stated that the PV systems’ reliability is related to the number of BP diodes
mounted on the PV modules. The more diodes installed, the fewer power losses associated with
shading, as well as the decrease of the hotspot rising. However, increasing the number of diodes is
costly and makes the PV module arrangement complex. Thus, changing the BP diode topology has
not shown a significant increase in the PV systems’ yields. Up to now, the Schottky diode was the
most applied kind of device on the PV modules’ industry. Therefore, it is possible to conclude that this
research led us to investigate new mitigation techniques to the shading and hotspot problem.
      New strategies for the shading and hotspot phenomenon, as well as the BP diodes, have been
investigated in recent studies. For instance, the studies developed by [109,111] used a smart BP diode
and a MOSFET, respectively, substituting the conventional BP diode. Both studies have proven to be
efficient in reducing the hotspot and power losses. Though, just like any new technology, most of these
studies have shown to be costly
      Field Tests is an indispensable category because it analyzes the PV systems exposed to real
conditions, so its results can bring support to other researchers and adapt other studies to what issues
need to be addressed on the PV systems. However, it can be costly compared to simulation studies
and can take a longer time. The field test analyzed in the article reinforced that the BP diodes are
essential to the PV modules’ reliability, although they are devices susceptible to fails, which may lead
to consequences of power losses and the hotspot phenomenon.
      Some recent researchers are applying artificial intelligence techniques on the PV systems field.
It can be used on modelling and predicting PV systems’ performance. Specifically about shading,
hotspots, and BP diodes, these studies improved detecting device faults, supports visual inspections,
and detecting shading on PV systems. It can be a helpful tool, because it enables detecting earlier
failures that can cause losses or damage to the systems. Nevertheless, there will be some situations not
predicted on the AI training.
Energies 2020, 13, 2472                                                                                         16 of 21
     All these categories analyzed in this review article aim to mitigate the shading effect and the
hotspot problem. The primary strategy is using the BP diodes, as discussed before, but all studies cited
are correlated with the purpose of minimizing power losses, possibly permanent damage, and the
overall PV module reliability regarding the shading situation.
     Even though bypass diodes are a consolidated mitigation technique to the shading problem, a few
studies have reported these strategies to be insufficient for hotspot prevention, especially concerning
power consumption, diodes faults, and introducing multiple peaks on P-V curves.
Author Contributions: R.G.V. conceived the methodology, developed theory, and performed simulations.
F.M.U.d.A. conceived the idea, performed the supervision, and contributed to the revision of the manuscript. M.D.
developed theory, provided critical feedback, and helped shaping the research. M.I.S.G. provided critical feedback
and contributed to the revision of the manuscript. All authors have read and agreed to the published version of
the manuscript.
Funding: This research received no external funding.
Acknowledgments: The authors would like to acknowledge the support provided by the Semi-Arid Federal
University, the University of Rio Grande do Norte and the University of Huddersfield in the framework of an
international contribution.
Conflicts of Interest: The authors declare no conflict of interest.
References
1.    Kalogirou, S. Solar Energy Engineering: Processes and Systems, 1st ed.; Elsevier Inc.: London, UK, 2009;
      ISBN 9780123745019.
2.    IEA. A Snapshot of Global Photovoltaic Markets; IEA: Brussels, Belgium, 2018.
3.    Tiwari, G.N.; Dubey, S. Fundamentals of Photovoltaic Modules and Their Applications, 1st ed.; The Royal Society
      of Chemistry: Cambridge, UK, 2010; ISBN 978-1-84973-020-4.
4.    Tsanakas, J.A.; Ha, L.; Buerhop, C. Faults and infrared thermographic diagnosis in operating c-Si photovoltaic
      modules: A review of research and future challenges. Renew. Sustain. Energy Rev. 2016, 62, 695–709.
      [CrossRef]
5.    La Manna, D.; Li Vigni, V.; Riva Sanseverino, E.; Di Dio, V.; Romano, P. Reconfigurable electrical
      interconnection strategies for photovoltaic arrays: A review. Renew. Sustain. Energy Rev. 2014, 33,
      412–426. [CrossRef]
6.    Ramaprabha, R.; Mathur, B.L. A Comprehensive Review and Analysis of Solar Photovoltaic Array
      Configurations under Partial Shaded Conditions. Int. J. Photoenergy 2012, 2012, 1–16. [CrossRef]
7.    Bauwens, P.; Doutreloigne, J. Reducing partial shading power loss with an integrated Smart Bypass.
      Sol. Energy 2014, 103, 134–142. [CrossRef]
8.    Silvestre, S.; Boronat, A.; Chouder, A. Study of bypass diodes configuration on PV modules. Appl. Energy
      2009, 86, 1632–1640. [CrossRef]
9.    JPL. Solar Cell Array Design Handbook, 1st ed.; NASA: Pasadena, CA, USA, 1976; Volume I.
10.   Luft, W. Partial shading of silicon solar cell converter panels. In Proceedings of the AIEE Conference,
      Los Angeles, CA, USA, 9–11 May 1961; pp. 62–204.
11.   Conn, A.A. Computer Computation of Shadow Effects on Solar Cell Arrays; Eng. Rep. 9361.11-E72; TRW Systems,
      Inc.: Redondo Beach, CA, USA, 21 December 1966.
12.   Baron, W.R.; Virobik, P.F. Solar Array Shading and a Method of Reducing the Associated Power Losses.
      In Proceedings of the IEEE 4th Photovoltaic Specialists Conference, Cleveland, OH, USA, 2–3 June 1964.
13.   Feldman, J.; Singer, S.; Braunstein, A. Solar Cell Interconnections and the. Sol. Energy 1981, 26, 419–428.
      [CrossRef]
14.   Jett, P.L.; Miller, J.L. Analysis of effects of shadowed and open solar cells on orbital workshop solar cell array
      performance. In Proceedings of the 6th IECE Conference, Boston, MA. USA, 3–5 August 1971.
15.   Sullivan, R.M. Shadows Effect on Serie-Parellel Array of Solar Cells; Rep. N6529814; NASA Goddard Space
      Flight Center: Greenbelt, MD, USA, 1965.
16.   Rauschenbach, H.S. Electrical Output of Shadowed Solar Arrays. IEEE Trans. Electron Devices 1971, 18,
      483–490. [CrossRef]
Energies 2020, 13, 2472                                                                                        17 of 21
17.   Kaushika, N.D.; Rai, A.K. An investigation of mismatch losses in solar photovoltaic cell networks. Energy
      2007, 32, 755–759. [CrossRef]
18.   Kim, K.A.; Krein, P.T. Reexamination of Photovoltaic Hot Spotting to Show Inadequacy of the Bypass Diode.
      IEEE J. Photovoltaics 2015, 5, 1435–1441. [CrossRef]
19.   Daliento, S.; Di Napoli, F.; Guerriero, P.; d’Alessandro, V. A modified bypass circuit for improved hot spot
      reliability of solar panels subject to partial shading. Sol. Energy 2016, 134, 211–218. [CrossRef]
20.   Blake, F.A.; Hanson, K.L. The Hot-spot failure mode for Solar Arrays. In Proceedings of the 4th IECEC
      Conference, Washington, DC, USA, 22–26 Semptember 1969.
21.   Larue, J.C.; Du Trieu, E. Effect of Partial Shadowing on Solar Panels Hot Spot or Breakdown? In Proceedings
      of the Photovoltaic Solar Energy Conference, Cannes, France, 27–31 October 1980; pp. 490–495.
22.   Molenbroek, E.; Waddington, D.W.; Emery, K.A. Hot spot susceptibility and testing of PV modules.
      In Proceedings of the the Conference Record of the Twenty-Second IEEE Photovoltaic Specialists Conference,
      Las Vegas, NV, USA, 7–11 October 1991; pp. 547–552.
23.   Bhattacharya, G.; Neogy, C. Removal of the hot-spot problem in photovoltaic modules and arrays. Sol. Cells
      1991, 31, 1–12. [CrossRef]
24.   Yoshioka, H.; Nishikawa, S.; Nakajima, S.; Asai, M.; Takeoka, S.; Matsutani, T.; Suzuki, A. Non hot-spot PV
      module using solar cells with bypass diode function. In Proceedings of the Conference Record of the Twenty
      Fifth IEEE Photovoltaic Specialists Conference, Washington, DC, USA, 13–17 May 1996; pp. 1271–1274.
25.   Herrmann, W.; Wiesner, W.; Vaassen, W. Hot spot investigations on PV modules-new concepts for a test
      standard and consequences for module design with respect to bypass diodes. In Proceedings of the
      Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference, Anaheim, CA, USA,
      29 September–3 October 1997; pp. 1129–1132.
26.   Danner, M.; Bucher, K. Reverse characteristics of commercial silicon solar cells-impact on hot spot temperatures
      and module integrity. In Proceedings of the Conference Record of the Twenty Sixth IEEE Photovoltaic
      Specialists Conference, Anaheim, CA, USA, 29 September–3 October 1997; pp. 1137–1140.
27.   Woyte, A.; Nijs, J.; Belmans, R. Shadowing of Photovoltaic Arrays With Different System Configurations:
      Literature. Sol. Energy 2003, 74, 217–233. [CrossRef]
28.   IEA. Review on Failures of Photovoltaic Modules; IEA: Brussels, Belgium, 2013.
29.   Ko, S.W.; Ju, Y.C.; Hwang, H.M.; So, J.H.; Jung, Y.S.; Song, H.J.; Song, H.E.; Kim, S.H.; Kang, G.H. Electric and
      thermal characteristics of photovoltaic modules under partial shading and with a damaged bypass diode.
      Energy 2017, 128, 232–243. [CrossRef]
30.   Wirth, H.; Weiß, K.-A.; Wiesmeier, C. Photovoltaic Modules Technology and Reliability, 1st ed.; De Gruyter:
      Berlin, Germany, 2016; ISBN 978-3-11-034827-9.
31.   Teo, J.C.; Tan, R.H.G.; Mok, V.H.; Ramachandaramurthy, V.K. Effects of bypass diode configurations to the
      maximum power of photovoltaic module. Int. J. Smart Grid Clean Energy 2017, 6, 225–232. [CrossRef]
32.   Ahmad, R.; Murtaza, A.F.; Ahmed Sher, H.; Tabrez Shami, U.; Olalekan, S. An analytical approach to study
      partial shading effects on PV array supported by literature. Renew. Sustain. Energy Rev. 2017, 74, 721–732.
      [CrossRef]
33.   Ekpenyong, E.E.; Anyasi, F. Effect of Shading on Photovoltaic Cell. IOSR J. Electr. Electron. Eng. 2013, 8, 2278.
34.   General Electric. Final Report Bypass Didode Integration; General Electric: Pasadena, CA, USA, 1981; Volume 4.
35.   Petrone, G.; Ramos-Paja, C.A.; Spagnuolo, G. Photovoltaic Sources Modeling, 1st ed.; Wiley: Hoboken, NJ, USA,
      2017; ISBN 9781118679036.
36.   Shiradkar, N.; Gade, V.; Sundaram, K. Predicting service life of bypass diodes in photovoltaic modules.
      In Proceedings of the 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC 2015), New Orleans, LA,
      USA, 14–19 June 2015.
37.   STMicroelectronics. How to Choose a Bypass Diode for a Silicon Panel Junction Box; DOC ID 019041 Rev 1;
      STMicroelectronics: Geneva, Switzerland, 2011.
38.   Baron, W.R.; Virobik, P.F. Effect of shadows on solar array output. In Proceedings of the IEEE 4th Photovoltaic
      Specialists Conference, Cleveland, OH, USA, 2–3 June 1964.
39.   Diamond, R.M. Advanced developments of integral diodes in solar cells. In Proceedings of the 9th IEEE
      Photovoltaic Specialist Conferente, Silver Springs, MD, USA, 2–4 May 1972.
40.   Sayed, M.; Partain, L. Effect of shading on CdS CuxS solar cells and optimal solar array design. Energy Convers.
      1975, 14, 61–71. [CrossRef]
Energies 2020, 13, 2472                                                                                        18 of 21
41.   Gonzalez, C.; Weaver, R. Circuit Design Considerations for Photovoltaic Modules and Systems. In Proceedings
      of the 14th IEEE Photovoltaic Specialists Conference, San Diego, CA, USA, 7–10 January 1980.
42.   Friedrich, G.; Rasch, K.D.; Roy, K. Diodes for space solar arrays. In Proceedings of the 3rd Photovoltaic Solar
      Energy Conference, Cannes, France, 27–31 October 1980.
43.   Giuliano, M.; Starley, D.; Warfield, D.; Schuyler, T. By-pass diode design, application and reliability studies
      for solar cell arrays. In Proceedings of the 15th Photovoltaic Specialists Conference, Kissimmee, FL, USA,
      12–15 May 1981.
44.   Ross, R.G. Flat-Plate Photovoltaic Array Design Optimization. In Proceedings of the 14th IEEE Photovoltaic
      Specialists Conference, San Diego, CA, USA, 7–10 January 1980.
45.   Green, M.A.; Gauja, E.; Withayachamnankul, W. Silicon solar cells with integral bypass diodes. Sol. Cells
      1981, 3, 233–244. [CrossRef]
46.   Cox, C.H.; Silversmith, D.J.; Mountain, R.W. Reduction of Photovoltaic Cell Reverse Breakdown by a
      Peripheral Bypass Diode. In Proceedings of the 16th IEEE Photovoltaics Specialists Conference, San Diego,
      CA, USA, 28 September 1982; pp. 834–839.
47.   Swaleh, M.S.; Green, M.A. Effect of shunt resistance and bypass diodes on the shadow tolerance of solar cell
      modules. Sol. Cells 1982, 5, 183–198. [CrossRef]
48.   Forman, S.E. Performance of Experimental Terrestrial Photovoltaic Modules. IEEE Trans. Reliab. 1982, 31,
      235–245. [CrossRef]
49.   Ross, R.G. Releability and Performance Experience with Flat-Plate Photovoltaic Modulues. In Proceedings
      of the Fourth E. C. Photovoltaic Solar Energy Conference, Stresa, Italy, 10–14 May 1982; pp. 169–178.
50.   Shepard, N.F., Jr.; Sugimura, R.S. The Integration of Bypass Diodes with Terrestrial Photovoltaic Modules
      and Arrays. In Proceedings of the 17th IEEE Photovoltaic Specialists Conference, Kissimmee, FL, USA,
      1–4 May 1984; pp. 676–681.
51.   Gonzalez, C.C.; Weaver, R.W.; Ross, R.G., Jr.; Spencer, R.; Arnett, J.C. Determination of Hot-Spot Susceptobility
      of Multistring Photovoltaic Modules in Central-Station Application. In Proceedings of the 17th IEEE
      Photovoltaic Specialists Conference, Kissimmee, FL, USA, 1–4 May 1984; Volume 13, pp. 668–675.
52.   General Electric. Diodes in Photovoltaic Modules and Arrays; General Electric: Pasadena, CA, USA, 1984.
53.   General Electric. Photovoltaic Module Bypass Diode Encapsulation; General Electric: Pasadena, CA, USA, 1983.
54.   Otth, D.H.; Sugimura, R.S.; Ross, R.G., Jr. Development of Design Criteria and Qualification Tests for Bypass
      Didodes in Photovoltaic Applications. In Proceedings of the Institute of Environmental Sciences-31st Annual
      Technical Meeting, Las Vegas, NV, USA, 29 April–3 May 1985.
55.   Hasyim, E.S.; Wenham, S.R.; Green, M.A. Shadow Tolerance of Modules Incorporating Integral Bypass Diode
      Solar Cells. Sol. Cells 1986, 19, 109–122. [CrossRef]
56.   Bishop, J.W. Computer simulation of the effects of electrical mismatches in photovoltaic cell interconnection
      circuits. Sol. Cells 1988, 25, 73–89. [CrossRef]
57.   Abete, A.; Barbisio, E.; Cane, F.; Demartini, P. Analysis of photovoltaic modules with protection diodes in
      presence of mismatching. In Proceedings of the IEEE Conference on Photovoltaic Specialists, Kissimmee, FL,
      USA, 21–25 May 1990; pp. 1005–1010.
58.   Lashway, C. Photovoltaic System Testing Techniques and Results. IEEE Trans. Energy Convers. 1988, 4,
      503–506. [CrossRef]
59.   Al-Rawi, N.A.; Al-Kaisi, M.M.; Asfer, D. Reliability of photovoltaic modules I. Theoretical considerations.
      Sol. Energy Mater. Sol. Cells 1994, 31, 455–468. [CrossRef]
60.   Al-Rawi, N.A.; Al-Kaisi, M.M.; Asfer, D.J. Reliability of photovoltaic modules II. Interconnection and bypass
      diodes effects. Sol. Energy Mater. Sol. Cells 1994, 31, 469–480. [CrossRef]
61.   Quasching, V.; Hanitscht, R. Numerical Simulation of Current-Voltage Characteristics of Photovoltaic Systems
      with Shaded Solar Cells. Sol. Energy 1996, 56, 513–520. [CrossRef]
62.   Roche, D.; Outhred, H.; Kaye, R.J. Analysis and control of mismatch power loss in photovoltaic arrays.
      Prog. Photovolt. Res. Appl. 1995, 3, 115–127. [CrossRef]
63.   Kovach, A.; Schmid, J. Determination of energy output losses due to shading of building-integrated
      photovoltaic arrays using a raytracing technique. Sol. Energy 1996, 57, 117–124. [CrossRef]
64.   Kaminski, A.; Jouglar, J.; Mergui, M.; Jourlin, Y.; Bouille, A.; Vuillermoz, P.L.; Laugier, A. Infrared
      characterization of hot spots in solar cells with high precision due to signal treatment processing. Sol. Energy
      Mater. Sol. Cells 1998, 51, 233–242. [CrossRef]
Energies 2020, 13, 2472                                                                                        19 of 21
65.   King, D.L.; Kratochvil, J.A.; Quintana, M.A.; McMahon, T.J. Applications for infrared imaging equipment in
      photovoltaic cell, module, and system testing. In Proceedings of the Conference Record of the Twenty-Eighth
      IEEE Photovoltaic Specialists Conference, Anchorage, AK, USA, 15–22 September 2000; pp. 1487–1490.
66.   Meyer, E.L.; Van Dyk, E.E. Assessing the reliability and degradation of photovoltaic module performance
      parameters. IEEE Trans. Reliab. 2004, 53, 83–92. [CrossRef]
67.   Meyer, E.L.; Van Dyk, E.E. The effect of reduced shunt resistance and shading on photovoltaic module
      performance. In Proceedings of the Conference Record of the Thirty-first IEEE Photovoltaic Specialists
      Conference, Lake Buena Vista, FL, USA, 3–7 January 2005; pp. 1331–1334.
68.   Muñoz, J.; Lorenzo, E.; Martínez-Moreno, F.; Marroyo, L.; García, M. An investigation into hot-spots in two
      large grid-connected PV plants. Prog. Photovolt. Res. Appl. 2008, 16, 693–701. [CrossRef]
69.   TamizhMani, G.; Sharma, S. Hot spot evaluation of photovoltaic modules. Reliab. Photovolt. Cells Modul.
      Components Syst. 2008, 7048, 70480K.
70.   Bauer, J.; Wagner, J.M.; Lotnyk, A.; Blumtritt, H.; Lim, B.; Schmidt, J.; Breitenstein, O. Hot spots in
      multicrystalline silicon solar cells: Avalanche breakdown due to etch pits. Phys. Status Solidi (RRL)–Rapid
      Res. Lett. 2009, 3, 40–42. [CrossRef]
71.   Simon, M.; Meyer, E.L. Detection and analysis of hot-spot formation in solar cells. Sol. Energy Mater. Sol. Cells
      2010, 94, 106–113. [CrossRef]
72.   Kernahan, K. Detecting and Prevention of Hot Spots in Solar Panel 2011, 8,050,804; U.S. Patent and Tradema:
      Washington, DC, USA, 2011.
73.   Nageh, M.; Anis, W.R.; Hafez, I.M. A Proposed Solution for Partial Shadowing. Int. J. Comput. Appl. 2015,
      121, 28–38. [CrossRef]
74.   Sathyanarayana, P.; Ballal, R.; Sagar, P.L.; Kumar, G. Effect of Shading on the Performance of Solar PV Panel.
      Energy Power 2015, 5, 1–4.
75.   Dash, R.; Swain, S.; Panda, P. Solar Photovoltaic Cell During Shading Condition. In Proceedings of the
      International Conference on Circuit, Power and Computing Technologies, Nagercoil, India, 18–19 March 2016.
76.   Torres, J.P.N.; Nashih, S.K.; Fernandes, C.A.F.; Leite, J.C. The effect of shading on photovoltaic solar panels.
      Energy Syst. 2018, 9, 195–208. [CrossRef]
77.   Mahammed, I.H.; Arab, A.H.; Berrah, S.; Bakelli, Y.; Khennene, M.; Oudjana, S.H.; Fezzani, A.; Zaghba, L.
      Outdoor study of partial shading effects on different PV modules technologies. Energy Procedia 2017, 141,
      81–85. [CrossRef]
78.   Lee, H.-G.; Shah, J.N.; Tyagi, P.M.V. Analysis of Partial Shading Effects of Solar PV Module Configurations
      Using MATLAB/Simulink. Am. J. Energy Res. 2018, 6, 8–18. [CrossRef]
79.   Alonso-García, M.C.; Ruiz, J.M.; Herrmann, W. Computer simulation of shading effects in photovoltaic
      arrays. Renew. Energy 2006, 31, 1986–1993. [CrossRef]
80.   Patel, H.; Agarwal, V. MATLAB-based modeling to study the effects of partial shading on PV array
      characteristics. IEEE Trans. Energy Convers. 2008, 23, 302–310. [CrossRef]
81.   Benghanem, M.S.; Alamri, S.N. Modeling of photovoltaic module and experimental determination of serial
      resistance. J. Taibah Univ. Sci. 2009, 2, 94–105. [CrossRef]
82.   Martínez-Moreno, F.; Muñoz, J.; Lorenzo, E. Experimental model to estimate shading losses on PV arrays.
      Sol. Energy Mater. Sol. Cells 2010, 94, 2298–2303. [CrossRef]
83.   Ishaque, K.; Salam, Z. Syafaruddin A comprehensive MATLAB Simulink PV system simulator with partial
      shading capability based on two-diode model. Sol. Energy 2011, 85, 2217–2227. [CrossRef]
84.   Guo, S.; Walsh, T.M.; Aberle, A.G.; Peters, M. Analysing partial shading of PV modules by circuit modelling.
      In Proceedings of the 2012 38th IEEE Photovoltaic Specialists Conference, Austin, TX, USA, 3–8 June 2012;
      pp. 2957–2960.
85.   Bai, J.; Cao, Y.; Hao, Y.; Zhang, Z.; Liu, S.; Cao, F. Characteristic output of PV systems under partial shading
      or mismatch conditions. Sol. Energy 2015, 112, 41–54. [CrossRef]
86.   Shin, W.G.; Ko, S.W.; Song, H.J.; Ju, Y.C.; Hwang, H.M.; Kang, G.H. Origin of bypass diode fault in c-Si
      photovoltaic modules: Leakage current under high surrounding temperature. Energies 2018, 11, 2416.
      [CrossRef]
87.   Mermoud, A.; Lejeune, T. Partial Shadings on Pv Arrays: By-Pass Diode Benefits Analysis. In Proceedings
      of the 25th European Photovoltaic Solar Energy Conference, Feria Valencia, Spain, 6–10 September 2010;
      pp. 6–10.
Energies 2020, 13, 2472                                                                                         20 of 21
88.    Zheng, H.; Li, S.; Challoo, R.; Proano, J. Shading and bypass diode impacts to energy extraction of PV arrays
       under different converter configurations. Renew. Energy 2014, 68, 58–66. [CrossRef]
89.    Aliyu, S.; Lawan, S.; Araga, I.A.; Olatunde, A.F. Modeling impact of bypass diodes on photovoltaic cell
       performance under partial shading. Acad. J. Sci. Eng. 2016, 10, 24–30.
90.    Duong, M.Q.; Sava, G.N.; Ionescu, G.; Necula, H.; Leva, S.; Mussetta, M. Optimal bypass diode configuration
       for PV arrays under shading influence. In Proceedings of the 2017 IEEE International Conference on
       Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe
       (EEEIC/I&CPS Europe), Milan, Italy, 6–9 June 2017.
91.    Fadliondi, F.; Isyanto, H.; Budiyanto, B. Bypass Diodes for Improving Solar Panel Performance. Int. J. Electr.
       Comput. Eng. 2018, 8, 2703–2708. [CrossRef]
92.    Greacen, C.; Green, D. The role of bypass diodes in the failure of solar battery charging stations in Thailand.
       Sol. Energy Mater. Sol. Cells 2001, 70, 141–149. [CrossRef]
93.    Alonso-García, M.C.; Herrmann, W.; Böhmer, W.; Proisy, B. Thermal and electrical effects caused by outdoor
       hot-spot testing in associations of photovoltaic cells. Prog. Photovolt. Res. Appl. 2003, 11, 293–307. [CrossRef]
94.    Kato, K. PVRessQ!: A research activity on reliability of PV systems from an user’s viewpoint in Japan.
       Reliab. Photovolt. Cells Modul. Components Syst. IV 2011, 8112, 81120K.
95.    Dhere, N.G.; Shiradkar, N.; Schneller, E.; Gade, V. The reliability of bypass diodes in PV modules.
       Reliab. Photovolt. Cells Modul. Components Syst. VI 2013, 8825, 88250I.
96.    Bana, S.; Saini, R.P. Experimental investigation on power output of different photovoltaic array configurations
       under uniform and partial shading scenarios. Energy 2017, 127, 438–453. [CrossRef]
97.    Elshatter, T.F.; Elhagry, M.T.; Abou-Elzahab, E.M.; Elkousy, A.A.T. Fuzzy Modeling of Photovoltaic Panel
       Equivalent Ccircuit. In Proceedings of the Conference Record of the Twenty-Eighth IEEE Photovoltaic
       Specialists Conference-2000 (Cat. No. 00CH37036), Anchorage, AK, USA, 15–22 September 2000;
       pp. 1656–1659.
98.    Karatepe, E.; Boztepe, M.; Çolak, M. Development of a suitable model for characterizing photovoltaic arrays
       with shaded solar cells. Sol. Energy 2007, 81, 977–992. [CrossRef]
99.    Zaki, S.A.; Zhu, H.; Yao, J. Fault detection and diagnosis of photovoltaic system using fuzzy logic control.
       In Proceedings of the 4th International Conference on Sustainable and Renewable Energy Engineering,
       Beijing, China, 11–13 May 2019; Volume 107, pp. 1–6.
100.   Kaid, I.; Hafaifa, A.; Guemana, M.; Hadroug, N.; Kouzou, A.; Mazouz, L. Photovoltaic system failure
       diagnosis based on adaptive neuro fuzzy inference approach: South Algeria solar power plant. J. Clean. Prod.
       2018, 204, 169–182. [CrossRef]
101.   Askarzadeh, A.; Rezazadeh, A. Parameter identification for solar cell models using harmony search-based
       algorithms. Sol. Energy 2012, 86, 3241–3249. [CrossRef]
102.   Kalogirou, S.A. Applications of artificial neural-networks for energy systems. Appl. Energy 2000, 67, 17–35.
       [CrossRef]
103.   Balzani, M.; Reatti, A. Neural network based model of a PV array for the optimum performance of PV
       system. In Proceedings of the 2005 PhD Research in Microelectronics and Electronics, Lausanne, Switzerland,
       28 July 2005; Volume II, pp. 323–326.
104.   Elsheikh, A.H.; Sharshir, S.W.; Abd Elaziz, M.; Kabeel, A.E.; Guilan, W.; Haiou, Z. Modeling of solar energy
       systems using artificial neural network: A comprehensive review. Sol. Energy 2019, 180, 622–639. [CrossRef]
105.   Giraud, F.; Salameh, Z.M. Analysis of the Effects of a Passing Cloud on a Grid-Interactive Photovoltaic
       System with Battery Storage using Neural Networks. IEEE Trans. Energy Convers. 1999, 14, 1572–1577.
       [CrossRef]
106.   Dhimish, M.; Holmes, V.; Mehrdadi, B.; Dales, M.; Mather, P. Detecting Defective Bypass Diodes in
       Photovoltaic Modules using Mamdani Fuzzy Logic System. Glob. J. Res. Eng. F Electr. Electron. Eng. 2017,
       17, 33–44.
107.   Triki-Lahiani, A.; Bennani-Ben Abdelghani, A.; Slama-Belkhodja, I. Fault detection and monitoring systems
       for photovoltaic installations: A review. Renew. Sustain. Energy Rev. 2018, 82, 2680–2692. [CrossRef]
108.   Dhimish, M.; Holmes, V.; Mehrdadi, B.; Dales, M. Multi-layer photovoltaic fault detection algorithm.
       High Volt. 2017, 2, 244–252. [CrossRef]
109.   Pannebakker, B.B.; de Waal, A.C.; van Sark, W.G.J.H.M. Photovoltaics in the shade: One bypass diode per
       solar cell revisited. Prog. Photovolt. Res. Appl. 2017, 25, 836–849. [CrossRef]
Energies 2020, 13, 2472                                                                                      21 of 21
110. Dhimish, M.; Holmes, V.; Mather, P.; Sibley, M. Novel hot spot mitigation technique to enhance photovoltaic
     solar panels output power performance. Sol. Energy Mater. Sol. Cells 2018, 179, 72–79. [CrossRef]
111. Dhimish, M.; Holmes, V.; Mehrdadi, B.; Dales, M.; Mather, P. PV output power enhancement using two
     mitigation techniques for hot spots and partially shaded solar cells. Electr. Power Syst. Res. 2018, 158, 15–25.
     [CrossRef]
112. Dhimish, M.; Badran, G. Current limiter circuit to avoid photovoltaic mismatch conditions including
     hot-spots and shading. Renew. Energy 2020, 145, 2201–2216. [CrossRef]
113. Power, S. SunPower®Module 40-year Useful Life; SunPower Corporation: San Jose, CA, USA, 2013.
114. Solar, A. AE Smart Hot-Spot Free; WEE DE 20958316; AE Solar Alternative Energie: Konigsbrunn, Germany,
     2019.
115. Dhimish, M.; Holmes, V.; Mehrdadi, B.; Dales, M.; Mather, P. Output-power enhancement for hot spotted
     polycrystalline photovoltaic solar cells. IEEE Trans. Device Mater. Reliab. 2017, 18, 37–45. [CrossRef]
116. Chaudhary, A.S.; Chaturvedi, D.K. Observing Hotspots and Power Loss in Solar Photovoltaic Array Under
     Shading Effects Using Thermal Imaging Camera. Int. J. Electr. Mach. Drives 2017, 3, 15–23.
117. Ahsan, S.; Niazi, K.; Khan, H.A.; Yang, Y. Hotspots and performance evaluation of crystalline-silicon and
     thin-film photovoltaic modules. Microelectron. Reliab. 2018, 88, 1014–1018. [CrossRef]
118. Niazi, K.A.K.; Akhtar, W.; Khan, H.A.; Yang, Y.; Athar, S. Hotspot diagnosis for solar photovoltaic modules
     using a Naive Bayes classifier. Sol. Energy 2019, 190, 34–43. [CrossRef]
119. Dhimish, M. Assessing MPPT Techniques on Hot-Spotted and Partially Shaded Photovoltaic Modules:
     Comprehensive Review Based on Experimental Data. IEEE Trans. Electron Devices 2019, 66, 1132–1144.
     [CrossRef]
120. Chen, H.; Yi, H.; Jiang, B.; Zhang, K.; Chen, Z. Data-Driven Detection of Hot Spots in Photovoltaic Energy
     Systems. IEEE Trans. Syst. Man Cybern. Syst. 2019, 49, 1731–1738. [CrossRef]
121. Herraiz, Á.H.; Marugán, A.P.; Márquez, F.P.G. A review on condition monitoring system for solar plants
     based on thermography. In Non-Destructive Testing and Condition Monitoring Techniques for Renewable Energy
     Industrial Assets; Butterworth-Heinemann: Oxford, UK, 2020.
122. Dhimish, M. Micro cracks distribution and power degradation of polycrystalline solar cells wafer:
     Observations constructed from the analysis of 4000 samples. Renew. Energy 2010, 145, 466–477. [CrossRef]
123. Moretón, R.; Lorenzo, E.; Narvarte, L. Experimental observations on hot-spots and derived
     acceptance/rejection criteria. Sol. Energy 2015, 118, 28–40. [CrossRef]
124. Manganiello, P.; Balato, M.; Vitelli, M. A survey on mismatching and aging of PV modules: The closed loop.
     Trans. Ind. Electron. 2015, 62, 7276–7286. [CrossRef]
125. Kunz, O.; Evans, R.J.; Juhl, M.K.; Trupke, T. Understanding partial shading effects on shingled PV modules.
     Sol. Energy 2020, 202, 420–428. [CrossRef]
126. Hanifi, H.; Schneider, J.; Bagdahn, J. Reduced Shading Effect on Half-Cell Modules—Measurement.
     In Proceedings of the 31st European Photovoltaic Solar Energy Conference and Exhibition, Hamburg,
     Germany, 14–18 September 2015; pp. 2529–2533.
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