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UNDERSTANDING CHILLER EFFICIENCY:
A chiller is a machine that removes heat from a liquid via a vapor-compression or absorption refrigeration cycle. This liquid can then
be circulated through a heat exchanger to cool air or equipment as required. As a necessary byproduct, refrigeration cycle creates
waste heat that must be exhausted to ambient or, for greater efficiency, recovered for heating purposes
The chiller efficiency depends on the energy consumed and the cooling delivered. Absorption chillers are rated in fuel consumption
per ton cooling. Electric motor driven chillers are rated in kilowatts per ton cooling.
Below are a few simple formulas for converting between various units of energy efficiency for electric motor driven chillers
           KW/ton = 12 / EER
           KW/ton = 12 / (COP x 3.412)
           COP = EER / 3.412
           COP = 12 / (KW/ton) / 3.412
           EER = 12 / KW/ton
           EER = COP x 3.412
If a chillers efficiency is rated at 1 KW/ton,
           COP = 3.5
           EER = 12
Cooling Load in - kW/ton
The term kW/ton is commonly used for larger commercial and industrial air-conditioning, heat pump and refrigeration systems.
The term is defined as the ratio of energy consumption in kW to the rate of heat removal in tons at the rated condition. The lower
the kW/ton the more efficient the system.
        KW/ton = Pc / Er
Where
        Pc = energy consumption (kW); Er = heat removed (ton)
                                                                                                    
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Coefficient of Performance - COP
The Coefficient of Performance - COP - is the basic parameter used to report efficiency of refrigerant based systems.
The Coefficient of Performance - COP - is the ratio between useful energy acquired and energy applied and can be expressed as
        COP = Eu / Ea
Where
        COP = coefficient of performance
        Eu = useful energy acquired (btu in imperial units or Watts in SI Units)
        Ea = energy applied (btu in imperial units or Watts in SI Units)
COP can be used to define both cooling efficiencies and heating efficiencies (for heat pumps)
       Cooling - COP is defined as the ratio of heat removal to energy input to the equipment
       Heating - COP is defined as the ratio of heat delivered to energy input to the equipment
COP can be used to define the efficiency at single standard or non-standard rated conditions, or as a weighted average of seasonal
conditions. The term may or may not include the energy consumption of auxiliary systems such as indoor or outdoor fans, chilled
water pumps, or cooling tower systems.
       higher COP - more efficient system
COP is dimensionless because the input power and output power are measured in the same units. COP is an instantaneous
measurement i.e. both the energy acquired and energy applied have to be measured at any specific given point in time (Either full
load condition or any partial load condition). Most air conditioning equipment manufacturers provide COP values at full load
conditions and it does not reflect how the equipment performs at part load conditions.
                                                                                                       
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Energy Efficiency Ratio - EER
The Energy Efficiency Ratio - EER - is a term generally used to define cooling efficiencies of unitary air-conditioning and heat pump
systems.
The efficiency is determined at a single rated condition specified by an appropriate equipment standard and is defined as the ratio of
net cooling capacity - or heat removed in Btu/h - to the total input rate of electric power applied - in Watts. The units
of EER are Btu/Wh.
        EER = Ec / Pa      (3)
Where
        EER = energy efficient ratio (Btu/Wh)
        Ec = net cooling capacity (Btu/h)
        Pa = applied electrical power (Watts)
This efficiency term typically includes the energy requirement of auxiliary systems such as the indoor and outdoor fans.
       higher EER - more efficient system
Similar to COP, EER is an instantaneous measurement taken at a particular point in time and does not reflect how the equipment
performs across entire range of its capacity modulation.
Factors affecting Chiller Efficiency:
In order to understand chiller efficiency, we must understand that the purpose of a chiller is to remove heat from any buildings chiller
water circuit and to reject it to the ambient by using either an air cooled condenser (For Air Cooled Chillers) or a combination of water
cooled condenser / cooling tower (For Water Cooled Chillers). In both cases, most of the power applied to the chillers is for the
compressor which will pump the refrigerant between the evaporator and the condenser. The compressor takes up most of the power
consumption for the chiller as it lifts the refrigerant from a low temperature / low pressure state in the evaporator to a high
temperature / high pressure state in the condenser.
                                                                                                         
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In order to have a chiller which runs efficiently, the lift between refrigerant temperature in the evaporator and condenser must be
minimized. This can be done by selecting leaving chilled water at a relatively higher temperature (i.e. use of 7C instead of 5C
leaving chilled water temperature will reduce the amount of lift required for the compressor and help improve the efficiency of the
chiller). Design of Evaporator and Condenser can also have significant impact on the overall efficiency of the chiller. For example use
of Microchannel Condenser coil for air cooled chillers can improve the efficiency by around 4% for the same size chiller as compared
to traditional round tube plate fin coils. Using 3 pass evaporator instead of 2 pass can also improve the efficiency of the chiller. Larger
heat exchangers yield higher full load efficiency .Hybrid Falling film evaporators are more efficient than the traditional DX and
Flooded type evaporators and can increase the overall efficiency of the chiller by approximately 5%.
                                                                                                                     
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           Figure1RoundTubePlateFinCondenserCoil           Figure2MicrochannelCondenserCoil   Figure3 TubeCrossSection
Condensing refrigerant temperature depends on the ambient conditions and cannot be controlled. However, condensing
temperatures reduce during off-design conditions (When the ambient temperature is lower than the design condition). Studies
conducted by AHRI show that 99% of the time, the chiller encounters ambient conditions lower than the design condition. In such
instances, use of compressor having Variable Speed Drive can help achieve higher part load efficiencies. Using Variable Speed
Condenser fans can also help in achieving better part load efficiencies. Other operational factors which can affect efficiency include
condenser and evaporator fouling.
                                                                                                       
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General Weather Pattern in the Middle East
                               Less than 1% of chiller run hours are at design conditions!
                      1200                                                                                             95
                                                           1067
                      1000                                        952          923 949                                 90
                                                     871                861                 873
       Annual Hours
                      800                                                                                              85
                                                                                                                             ECWT (F)
                                              633                                                 602
                      600               510                                                                            80
                      400                                                                                              75
                                  313
                      200                                                                                              70
                                  81                                                                    107
                              4                                                                                 14
                         0                                                                                             65
                             115- 110- 105- 100- 95- 90- 85- 80- 75- 70- 65- 60- 55- 50- 45-
                             119 114 109 104 99 94 89 84 79 74 69 64 59 54 49
                                               Dry-bulb Temperature Bins (F)
This graph shows the average weather data for Dubai. We can assume the other cities in the Middle East would be similar. On the x-
axis are the temperature bins. On the y-axis is the number of hours which the chiller has to run at these temperatures
Appearing on the right y-axis is the entering condenser water temperature. In general, the ECWT rises as the dry-bulb temperature
rises (Applicable for Water Cooled Chillers).The chart indicates that most of the operating hours occur at off-design conditions; when
the actual dry bulb (in case of air cooled chillers) or wet bulb (in case of water cooled chillers) is lesser than the design condition.
According to the above chart, Chillers run 99% of the time on part load (off-design) conditions i.e. reduced compressor lift and/or
reduced internal load of the building; hence more consideration must be given to part load efficiency while choosing your chillers
                                                                                                             
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Understanding Full Load and Part Load (IPLV / NPLV) Efficiencies
The two most common energy efficiency ratings given to chillers are full load and part Load (Integrated Part Load Value - IPLV or
Non Standard Part Load Values - NPLV). Both full load and part load efficiencies can be measured in kW/ton, EER (Btu/Wh) or COP.
Full Load Efficiency
Indicating the efficiency of the chiller at its peak load condition, full-load efficiency is the ratio of the cooling capacity to the total power
input at peak load (when the chiller is running to satisfy the maximum cooling demand of the building)
Full Load Efficiency
       Predicts performance at a single operation point
       Doesnt anticipate how equipment will respond during off-design conditions
       Equipment with excellent full-load characteristics may have less than satisfactory part-load characteristics
       Studies conducted by AHRI show that chillers run at full load only 1% of the time.
Part Load Efficiency (IPLV / NPLV)
When designing any chiller plant, part load efficiency must be taken into consideration since 99% of the operating hours for any
chiller are on part load conditions. Part Load means not only reduced tons of cooling required, but also reduced lift (difference
between evaporator and condenser temperatures which the compressor must overcome)
The Integrated Part Load Value (IPLV) is a performance characteristic developed by the Air-Conditioning, Heating and Refrigeration
Institute (AHRI). It is most commonly used to describe the performance of a chiller capable of capacity modulation. Unlike full load
efficiency, which describes the efficiency at full load conditions only, the IPLV is derived from the equipment efficiency while
operating at various capacities. Since a chiller does not always run at 100% capacity, the full load EER, COP or kW/TR is not an
ideal representation of the typical equipment performance. The IPLV / NPLV is a very important value to consider since it can affect
energy usage and operating costs throughout the lifetime of the equipment. Energy codes such as ASHRAE Standard 90.1 specifies
minimum values for the Chiller full load and part load efficiencies
The Integrated Part Load Value (IPLV) rating is targeted to a very specific situation: when the projects design conditions are equal to
the ARI standard conditions. For departures from standard AHRI conditions, the efficiency number is known as the Non-standard
Part-Load Value (NPLV). IPLV is a specialized subset of NPLV. The AHRI recognizes that an NPLV rating cant predict exactly what
the absolute chiller efficiency would be in an actual installation. NPLV does, however, provide a meaningful way of comparing the
                                                                                                         
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relative efficiency of different chiller models. The actual efficiency may differ from the NPLV by a few percent, but each chiller model
will differ by a similar amount
IPLV / NPLV for Water Cooled Chillers:
IPLV ratings for water cooled chillers can be calculated using the following equation:
                      Load %                        ECWT F               Energy Efficiency           Operating Time %
                        100                             85                        EER                           1
                                                                                      1
                         75                             75                        EER                          42
                                                                                      2
                         50                             65                        EER                          45
                                                                                      3
                         25                             65                        EER                          12
                                                                                      4
                                   IPLV = EER X 1% + EER X 42% + EER X 45% + EER X 12%
                                               1              2               3               4
                 kW/TR or COP can also be used instead of EER for IPLV Calculations
                 IPLV calculations are based on 44F evaporator LWT with a flow rate of 2.4 gpm/ton. Condenser EWT
                  is 85 F with 3 gpm/ton (as per AHRI 550/590 Standard)
If a chiller is designed to operate at different conditions, including lower/higher evaporator leaving water temperature or different
evaporator flow rates; different condenser EWT or condenser flow rates; the efficiency is called a NPLV (non-standard part load
value). In case of NPLV, the part load entering condenser water temperature should vary linearly from the selected Condenser EWT
at 100% load to 65 F at 50% load, and fixed at 65F for 50% to 0% load.
For example a 700 Ton Centrifugal Chiller with Entering / Leaving Chilled Water Temperature = 56 / 44 F and Entering / Leaving
Condenser Water Temperature = 80 / 90 F will have its NPLV Calculated as follows
                                                                                                         
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                       Load %                           ECWT F           Energy Efficiency              Operating Time %
                    100% (700 Ton)                        80                      EER                           1
                                                                                       1
                    75% (525 Ton)                        72.5                     EER                           42
                                                                                       2
                    50% (350 Ton)                         65                      EER                           45
                                                                                       3
                    25% (175 Ton)                         65                      EER                           12
                                                                                       4
                                    NPLV = EER X 1% + EER X 42% + EER X 45% + EER X 12%
                                                1                 2           3                  4
IPLV / NPLV for Air Cooled Chillers:
IPLV ratings for Air cooled chillers can be calculated using the following equation:
                    Load %              Ambient Air Temperature F            Energy Efficiency            Operating Time %
                      100                                95                            EER                           1
                                                                                           1
                       75                                80                            EER                           42
                                                                                             2
                       50                                65                            EER                           45
                                                                                             3
                       25                                55                            EER                           12
                                                                                             4
                                     IPLV = EER X 1% + EER X 42% + EER X 45% + EER X 12%
                                               1                  2           3                  4
                   kW/TR or COP can also be used instead of EER for IPLV Calculations
                                                                                                      
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                      IPLV calculations are based on 44F evaporator LWT with a flow rate of 2.4 gpm/ton. Condenser EAT is
                       95 F (as per AHRI 550/590 Standard)
In many cases, equipment is rated for higher ambient air temperature (designed for 115, 118 or 122F) or the evaporator leaving
water temperature is different from 44F or the evaporator flow rate is different from 2.4 gpm/ton. For NPLV Calculations, EER1 will
be selected at the rated ambient condition. For example, an air cooled screw chiller offering 350 Ton Capacity at an ambient
temperature of 115F will have NPLV calculated as follows
                        Load %             Ambient Air Temperature F          Energy Efficiency         Operating Time %
                 100% (350 Ton)                            115                        EER                        1
                                                                                          1
                 75% (262.5 Ton)                           80                         EER                        42
                                                                                            2
                     50% (175 Ton)                         65                         EER                        45
                                                                                            3
                 25% (87.5 Ton)                            55                         EER                        12
                                                                                            4
                                      NPLV = EER X 1% + EER X 42% + EER X 45% + EER X 12%
                                                   1             2             3                4
Annual Energy Cost Analysis (For a Single Chiller)
HVAC system is the largest consumer of electricity in commercial buildings. Energy efficiency constantly ranks near the top among
project requirements because it has a direct impact on the bottom line in the long term. Lower operational costs are a necessity
regardless of institution or business type. Money saved on operational costs can be diverted to more productive uses.
Annual energy cost of operating a chiller can be estimated using the following formula:
Annual Energy Cost = Real world efficiency NPLV x Energy rate (SR/kWHr) x Average chiller load x Operating hours
                                                                                                    
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Calculation based on:
    Operating hours:            8760 Hours (Annual)
    Chiller net capacity:       324.8 Tons
    Energy rate:                0.32 SR/ kWHr
    Ambient Temp:               115 F
    Chilled Water Temp:          54 / 44 F
    Average building load profile as defined by AHRI as follows
          = 0.01 (100% load) +0.42 (75% load) +0.45(50% load) +0.12 (25% load)
          = 0.01(1) + 0.42(0.75) + 0.45(0.5) + 0.12(0.25)
          = 0.58
Average chiller load = 0.58 (324.8 TR) = 188.4 TR
Annual Energy Cost:
Chiller 1: NPLV = 14.6 EER (kW/TR = 0.822), Energy cost SR 434,117 per year
Chiller 2: NPLV = 17.8 EER (kW/TR = 0.674), Energy cost SR 355,955 per year
HIGHER EFFICIENCY CHILLER CAN SAVE SR 78,162 EVERY YEAR OF OPERATION!!!
Impact of Chiller Component Selection on Efficiency
As briefed earlier, components used in a chiller can significantly impact its efficiency. Selection of Condenser, Evaporator,
Compressor type and Condenser Fan type can greatly change the IPLV/NPLV of the chiller and affect the annual energy
consumption and cost. In order to understand the extent of this impact on efficiency, we will be take an example of a 350 Ton
Nominal Air Cooled Screw Chiller and see how its efficiency varies by using different components as listed below.
                                                                                                                                                                                                                  
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                                                                                                                           RoundTubePlateFinCondenserCoil                                             MicrochannelCondenserCoil
                                                                                   CondenserFanType
                                    EvaporatorType
                                                                                                            Cooling                                                                CoolingCapacity
                                                                                                                                             PartLoad                                                              PartLoad
                                                                                                        Capacity@115    FullLoad                                  AEC(SR)/      @115F;     FullLoad
                                                                                                                                         EfficiencyNPLV   AEC(SR)                                             EfficiencyNPLV   AEC(SR)   AEC(SR)/Ton
                                                                                                        F;EWT/LWT= EfficiencyEER                                   Ton          EWT/LWT= EfficiencyEER
                                                                                                                                                EER                                                                     EER
                                                                                                            54/44F                                                                    54/44F
                                                                            LowSpeedFans                 309.3           7.128             14.59         413,607      1,337           321.1          7.639            14.93      419,608        1307
                                    2PassHybridFallingFilmEvaporator
                                                                            LowSpeedFans
                                                                             withVariable                 309.3           7.128             16.36         368,859      1,193           321.1          7.639            17.27      362,753        1130
                                                                              SpeedDrive
                                                                            HighAirflowFans               327            7.219             12.78         499,206      1,527           335.7          7.567            13.87      472,213        1407
    STANDARDVSDSCREWCOMPRESSOR
                                                                            HighAirflowFans
                                                                              withVariable                 327            7.219             16.35         390,205      1,193           335.7          7.567            17.23      380,128        1132
                                                                               SpeedDrive
                                                                            LowSpeedFans                  317.1           7.241             14.85         416,613      1,314           329.5          7.765            15.18      423,494        1285
                                    3PassHybridFallingFilmEvaporator
                                                                            LowSpeedFans
                                                                             withVariable                 317.1           7.241             16.62         372,245      1,174           329.5          7.765            17.55      366,304        1112
                                                                              SpeedDrive
                                                                            HighAirflowFans              335.6           7.345             13.04         502,120      1,496           344.6          7.701            14.12      476,150        1382
                                                                            HighAirflowFans
                                                                              withVariable                335.6           7.345             16.61         394,199      1,175           344.6          7.701            17.50      384,185        1115
                                                                               SpeedDrive
                                                                                                                                                                                                                        
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                                                                                                                                 RoundTubePlateFinCondenserCoil                                             MicrochannelCondenserCoil
                                                                                         CondenserFanType
                                          EvaporatorType
                                                                                                                  Cooling                                                                CoolingCapacity
                                                                                                                                                   PartLoad                                                              PartLoad
                                                                                                              Capacity@115    FullLoad                                  AEC(SR)/      @115F;     FullLoad
                                                                                                                                               EfficiencyNPLV   AEC(SR)                                             EfficiencyNPLV   AEC(SR)   AEC(SR)/Ton
                                                                                                              F;EWT/LWT= EfficiencyEER                                   Ton          EWT/LWT= EfficiencyEER
                                                                                                                                                      EER                                                                     EER
                                                                                                                  54/44F                                                                    54/44F
                                                                                  LowSpeedFans                 309.3           7.128             15.53         388,572      1,256           321.1          7.639            15.77      397,257        1237
                                          2PassHybridFallingFilmEvaporator
                                                                                  LowSpeedFans
                                                                                   withVariable                 309.3           7.128             17.55         343,848      1,112           321.1          7.639            18.44      339,737        1058
                                                                                    SpeedDrive
    OPTIMIZEDNPLVVSDSCREWCOMPRESSOR
                                                                                  HighAirflowFans               327            7.219             13.51         472,232      1,444           335.7          7.567            14.55      450,144        1341
                                                                                  HighAirflowFans
                                                                                    withVariable                 327            7.219             17.54         363,732      1,112           335.7          7.567            18.36      356,732        1063
                                                                                     SpeedDrive
                                                                                  LowSpeedFans                  317.1           7.241             15.86         390,082      1,230           329.5          7.765            16.09      399,542        1213
                                          3PassHybridFallingFilmEvaporator
                                                                                  LowSpeedFans
                                                                                   withVariable                 317.1           7.241             17.89         345,819      1,091           329.5          7.765            18.79      342,131        1038
                                                                                    SpeedDrive
                                                                                  HighAirflowFans              335.6           7.346             13.82         473,781      1,412           344.6          7.701            14.85      452,743        1314
                                                                                  HighAirflowFans
                                                                                    withVariable                335.6           7.346             17.88         366,200      1,091           344.6          7.701            18.73      358,956        1042
                                                                                     SpeedDrive
Annual Energy Cost (AEC) = Real world efficiency NPLV (kW/TR) x Energy rate (SR/kWHr) x Average chiller load (TR) x Operating hours (Hr)
                         = (12/EER) x 0.32 SR/kWHr x (0.58 x Cooling Capacity @ 115 F) x 8760 Hrs
                                                                                                       
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If we have a detailed look at the tables above, we can see that the 350 TR chiller can cost us as low as SR 339,737 / year and as
high as SR 499,206 / year for its operation. So while designing and executing projects, it is very important to select the right
components and the highest NPLV to achieve highest annual energy cost savings
Annual Energy Cost Analysis (For a Multiple Chiller Plant)
In a single-chiller plant, the chiller sees the full range of building cooling loads: from 100% design load down to 10%, when the chiller
shuts off. In multiple-chiller systems, on the other hand, chillers cycle off as the building-cooling load gets lower, and the load on the
remaining chillers increases. The result is that the individual chillers see higher loads, on average.
Calculating Annual Energy Cost for a multiple chiller plant requires more sophisticated calculations and simulation. Johnson Controls
offers its YORKcalc Chiller plant energy estimation software which can perform chiller plant analysis based on real-world operating
conditions; includes weather data for around 300 cities across the globe and can be a very useful tool in determining annual
operating cost and/or to compare different chiller plants. YORKcalc also considers all pumps/towers in its energy cost analysis with
the ability to generate multiple analysis reports.
For more details on how YORKcalc software can help you quickly and easily answer challenging questions on chiller plant energy
consumption, call your local Johnson Controls office.