Positive Control
Positive Control
sciences
Article
A Positive Flow Control System for Electric
Excavators Based on Variable Speed Control
Shengjie Fu, Zhongshen Li , Tianliang Lin *, Qihuai Chen and Haoling Ren
 College of Mechanical Engineering and Automation, Huaqiao University, Xiamen 361021, China;
 fsj@hqu.edu.cn (S.F.); lzscyw@hqu.edu.cn (Z.L.); 11025049@zju.edu.cn (Q.C.); rhl@hqu.edu.cn (H.R.)
 * Correspondence: ltl@hqu.edu.cn
                                                                                                      
 Received: 11 June 2020; Accepted: 13 July 2020; Published: 14 July 2020                              
 Abstract: Energy conservation and emission reduction of construction machinery are the focus of
 current research. The traditional excavator, whose hydraulic pump is driven by the engine, has high
 fuel consumption and emissions. Furthermore, it is difficult to match the working point of the engine
 to that of the hydraulic pump. Current pure electric drive technology has the advantages of zero
 pollution and low noise, and the motor used has the advantages of fast response and a wide speed
 range. Based on the characteristics of the pure electric drive technology, a positive flow system
 based on variable speed constant displacement instead of a variable displacement pump for pure
 electric construction machinery is put forward to realize the flow-matching of the whole machine.
 The basic structure and working principle were introduced. The control process was analyzed.
 The controllability and energy saving of the proposed system were tested through simulation and
 experimental analysis. The research results showed that the controllability of the proposed positive
 flow system was comparable to that of the traditional throttling speed-regulating control system.
 The energy-saving efficiency of the proposed positive flow system is increased by 35.2% compared to
 that of the tradition control system. To further exploit the strong overload capacity of electric motors
 of electric construction machinery and solve the insufficient power under sudden load, research on
 constant power control will be carried out in the future.
 Keywords: construction machinery; energy saving; positive flow system (PFS); throttling
 speed-regulating control system (TSCS); variable speed control
1. Introduction
     Construction machinery consumes much energy and has great significance to energy conservation
and emissions reduction. Various energy-saving forms have been proposed, such as hybrid power
technology, which can improve fuel efficiency to some extent, but still depend on the engine [1].
There are some problems with the engine, such as low energy conversion rate, large noise, high vibration,
and bad pollution discharge. With the development of power electronics technology, frequency control
technology, and battery-based energy storage technology, pure electric drive technology is now widely
used. The application of pure electric drive technology in construction machinery can reduce the
emissions and noise, which are the shortcomings of traditional diesel and hybrid motors. Pure
electric drive technology has the following advantages: (1) Electric energy, which is clean and efficient,
is used. It can truly achieve zero emissions and operate pollution-free, and can meet the goal of energy
conservation, emissions reduction, and sustainable development [2]. (2) The motor is used as the
power source, which can improve the energy conversion rate of the power source. (3) The motor has
good speed regulation, which can help to realize the power matching of the system, reducing energy
loss and improving the controllability and energy-saving [3,4]. (4) The motor has good short-term
overload capacity and can be applied to large burst load conditions.
     To improve the energy utilization of the construction machinery, many research institutions
and scholars have devoted themselves to studying the energy conservation of hydraulic systems.
Some technologies, such as the negative flow control system [5,6], positive flow system (PFS) [7,8],
load sensitive control system [9,10], and load port independent control system [11,12] have been
successively proposed and developed. Their purpose is to reduce overflow loss and throttling loss of
the system through flow matching to improve the energy utilization. PFS has no bypass oil return
and no oil return loss. Furthermore, there is no pressure compensator, which can add throttling loss.
Compared with other hydraulic energy saving technologies, PFS can reach the best energy saving effect.
However, in a PFS, when the actuator needs to work, it takes the pump a long time to set up pressure
to overcome the load [13]. Lin et al. studied the automatic idle control characteristics of a hydraulic
excavator based on a PFS driven by pure electricity, but they did not discuss the characteristics of the
PFS [14]. Bender et al. introduced a predictive operator modeling of a virtual prototype of a hydraulic
excavator using a PFS and analyzed the influence of different driver factors on the working cycle time
and capacity consumption, but they did not investigate the performance of the PFS [15]. Han put
forward an energy-saving technology of a fully controlled positive flow excavator, and analyzed
the energy saving property of the system. A variable pump was used in the proposed system [16].
At present, the research on the PFS of construction machinery is mainly focused on the variable pump
driven by the engine, and there is less research on quantitative pumps driven by the variable speed
control of the motor, which has excellent speed regulation performance. Using motor frequency control
to substitute the engine is dependent on the performance of both the motor and quantitative pump.
To achieve as high energy savings as possible, optimization of the hydraulic system and parameter
matching between the pump and the motor should be carried out.
     The frequency control technology is adapted to the hydraulic excavator by adjusting the motor
speed to achieve flow matching between the hydraulic pump and the load. A PFS based on variable
speed control is proposed through optimizing the parameters of the hydraulic system and the motor.
Simulation and experimental analysis are used to verify the feasibility and efficiency of the proposed
PFS based on variable speed. The remainder of this paper is organized as followings: Section 2
briefly introduces the structure scheme and working principle of the proposed PFS based on motor
variable speed control. The control rules and control strategies of the PFS are introduced in Section 3.
The controllability and energy-saving performance of the proposed system are analyzed in Sections 4
and 5 by simulation and experiment. Conclusions are given in Section 6.
overflow loss and throttling loss; therefore, the efficiency is high. (2) Due to the fast response of the
Appl. Sci. 2020, 10, x FOR PEER REVIEW                                                              3 of 13
motor, the pressure can be quickly established to overcome the load when the handle leaves the middle
position.
middle    (3) Since
        position. (3)the motor
                      Since the has high
                                motor    efficiency
                                       has          in a wide
                                           high efficiency in aspeed
                                                                wide range, it can make
                                                                     speed range,  it canthe main
                                                                                          make  thepump
                                                                                                    main
have  a wide  range  of output and  adapt to different working  conditions.
pump have a wide range of output and adapt to different working conditions.
      Figure
      Figure 1.
             1. Principle
                Principle diagram
                          diagram of
                                  of the
                                      the positive
                                          positive flow
                                                    flow system
                                                         system (PFS)
                                                                (PFS) of
                                                                      of an
                                                                         an electric
                                                                            electric excavator
                                                                                     excavator based
                                                                                               based on
                                                                                                     on variable
                                                                                                        variable
      speed control.
      speed control.
3. Control
   Control Strategy
           Strategy
      Figure 22 is
                 is the
                     thecontrol
                          controlstructure
                                    structurediagram
                                                 diagram of of
                                                            thethe
                                                                PFSPFSbased   on the
                                                                          based       variable
                                                                                  on the         speed
                                                                                           variable      control
                                                                                                      speed       for a for
                                                                                                              control   purea
electric
pure     excavator.
      electric         It includes
                excavator.            the following
                               It includes            three parts:
                                              the following    three(1)parts:
                                                                        Control(1) unit, which
                                                                                   Control       consists
                                                                                             unit,  whichofconsists
                                                                                                               an electronic
                                                                                                                       of an
control handle
electronic        and ahandle
            control       controller.
                                  and (2)  Volumetric speed
                                         a controller.          regulation,speed
                                                         (2) Volumetric        whichregulation,
                                                                                       consists of awhich
                                                                                                     frequency    converter,
                                                                                                             consists    of a
a motor,  and  a  main    pump.     (3) Throttling   speed-regulating,      which   includes   a
frequency converter, a motor, and a main pump. (3) Throttling speed-regulating, which includes a pilot  pressure-reducing
valvepressure-reducing
pilot  and a multiway valve.   valveTheandcontroller
                                            a multiway receives
                                                          valve.the
                                                                  Thesignals    of the
                                                                        controller      handlethe
                                                                                     receives    andsignals
                                                                                                      the sensors
                                                                                                             of theto  carry
                                                                                                                     handle
out the
and  thelogic  processing
         sensors     to carryand
                               outflow    forecast.
                                     the logic       According
                                                processing    andtoflow
                                                                     the forecast.
                                                                          logic operation,   the controller
                                                                                     According    to the logicsends  signals
                                                                                                                 operation,
to the
the    pilot valve
    controller  sends andsignals
                            inverter.   Accordingly,
                                   to the  pilot valvethe
                                                        andmotor    speed
                                                              inverter.     is controlledthe
                                                                         Accordingly,       to motor
                                                                                               drive pump
                                                                                                       speed output    at the
                                                                                                              is controlled
required
to        flow, output
   drive pump     and theatpilot    valve outputs
                               the required           pressurized
                                               flow, and   the pilotoil  to the
                                                                      valve      multiway
                                                                             outputs          valve atoil
                                                                                        pressurized     a certain  opening.
                                                                                                          to the multiway
Therefore,  the   required    flow   enters  the  actuator   and flow-matching       is realized.
valve at a certain opening. Therefore, the required flow enters the actuator and flow-matching is
      According to the control structure diagram shown in Figure 2, the flow diagram of the control
realized.
strategy is designed as shown in Figure 3. The controller controls the output pressure of the pilot
pressure-reducing valve according to the control signal of the electronic control handle. The spool
displacement of the multiway valve is controlled by the output pressure of the pilot valve. Then,
the flow entering the actuator is estimated. The estimated total flow required in the actuators is:
Qt = Q1 + Q2 + · · · + Qn (1)
where Qt is the total flow required in the actuator in L/min. Qn is the required flow rate of nth actuator
working at the same time, n ≥ 1.
                                                         nrVp pp
                                                  Pp =                                                       (3)
                                                         60000
where Pp is the pump output power in kW. nr is the real speed of the motor taken from the frequency
                     Figure 2. Control structure diagram of a PFS based on variable speed.
converter in rpm. pFigure     Control
                   p is the2.pump     structureindiagram
                                   pressure       MPa. of a PFS based on variable speed.
             Figure
             Figure 3.
                    3. Flow
                       Flow chart
                            chart of
                                  of positive
                                     positive flow
                                              flow control
                                                   control strategy based on
                                                           strategy based on variable
                                                                             variable speed
                                                                                      speed control.
                                                                                            control.
where nt is the target motor speed in rpm. V p is the displacement of the quantitative pump (main
pump) in mL/r. ηp is the volumetric efficiency of quantitative pump (main pump). Cs is the coefficient
of the estimated speed. It is used to ensure the pump output flow has a certain margin to compensate
for oil leakage.
     The output power of the pump is:
                                                   nr Vp pp
                                              Pp =                                                 (3)
                                                    60000
where Pp is the pump output power in kW. nr is the real speed of the motor taken from the frequency
converter in rpm. pp is the pump pressure in MPa.
Appl. Sci. 2020, 10, 4826                                                                                 5 of 13
      The pump output power is compared with the constant power point. If the pump output power is
less than the constant power point, a positive flow matching mode is adopted. Otherwise, the system
   Appl. Sci.to
switches      2020,
                the10,constant
                       x FOR PEER REVIEW
                                power  mode.                                                5 of 13
4. 4. SimulationResults
   Simulation    Results
      ToTo verify
         verify thethe performance
                    performance      of proposed
                                 of the the proposed   PFS based
                                                  PFS based      on variable
                                                            on variable speed speed    for electric
                                                                               for a pure  a pure excavator,
                                                                                                    electric
theexcavator, themodel
     simulation   simulation  model is established
                         is established            using AMESim,
                                         using AMESim,    shown inshown
                                                                    Figurein4.
                                                                            Figure   4. The parameters
                                                                               The parameters      of theofkey
   the key components are set in accordance with the actual actuator of a 1.5 t hydraulic excavator test
components are set in accordance with the actual actuator of a 1.5 t hydraulic excavator test rig.
   rig.
                             Figure4.4.Simulation
                            Figure      Simulation model
                                                   model of
                                                         of PFS
                                                            PFS based
                                                                basedon
                                                                      onvariable
                                                                         variablespeed
                                                                                  speedcontrol.
                                                                                        control.
        The
      The armarmcylinder
                   cylinderisistaken
                                takenasasthe
                                          theresearch
                                              research object.
                                                        object. A
                                                                A typical
                                                                   typicalcycle
                                                                           cycleofofthe
                                                                                     thecylinder
                                                                                         cylinderextension and
                                                                                                   extension  and
  recovery    is studied  to verify  the  controllability and  energy-saving  of  the  proposed  PFS  based
recovery is studied to verify the controllability and energy-saving of the proposed PFS based on variable    on
  variable
speed        speed
        control   forcontrol   for an
                      an electric     electric excavator.
                                   excavator.               Table the
                                                Table 1 shows      1 shows  the key parameters
                                                                      key parameters               used
                                                                                         used in the     in the
                                                                                                      simulation.
  simulation. Combined with the actual parameters, the safety pressure of the relief valve in the main
Combined with the actual parameters, the safety pressure of the relief valve in the main oil circuit is
  oil circuit is set to 20 MPa and that of the pilot oil is set to 4 MPa.
set to 20 MPa and that of the pilot oil is set to 4 MPa.
   Appl. Sci. 2020, 10, x FOR PEER REVIEW                                                                              6 of 13
   Appl. Sci. 2020, 10, x FOR PEER REVIEW                                                                              6 of 13
             Table
Appl. Sci. 2020,      1. Simulation parameters of positive flow system (PFS) based on variable speed control.
                 10, 4826                                                                                                 6 of 13
            Table 1. Simulation parameters of positive flow system (PFS) based on variable speed control.
                                                   Simulation Parameters                       Value
                                                   Simulation Parameters                       Value
                                                               Bore
          Table 1. Simulation parameters of positive flow system    diameter                  63
                                                                      (PFS) based on variable63  mm
                                                                                              speed
                                                               Bore diameter                     mmcontrol.
                                      Arm cylinder             Rod diameter                  35 mm
                                      Arm   cylinder
                                       Simulation              Rod diameter
                                                      Parameters                    Value 34035 mm
                                                                       Stroke                    mm
                                                                       Stroke               340 mm
                       Safety pressure of main oil                Bore diameter       63 mm
                       Safety pressure of mainArm   oil
                                                     cylinder      Rod diameter       35 mm2020 MPa
                                               circuit                                          MPa
                                               circuit                    Stroke     340 mm
                        Safety pressure of pilot oil
                        Safety
                         Safetypressure   ofmain
                                pressure of  pilotoil
                                                    oil                                       4 MPa
                                               circuitcircuit                        20 MPa 4   MPa
                                               circuit
                          Safety pressure of pilot oil circuit                        4 MPa
                               Pump displacement                                            25 mL/r
                                       Pump displacement
                               Pump displacement                                     25 mL/r25 mL/r
                                 Motor rated
                                        Motor   speed
                                                 rated speed                       1800    1800 rpm
                                                                                         rpm
                                 Motor rated speed                                         1800 rpm
   4.1. Controllability Analysis of Proposed PFS Based on Variable Speed
4.1.4.1.
      Controllability
         ControllabilityAnalysis
                           AnalysisofofProposed
                                        ProposedPFS
                                                  PFS Based
                                                       Based on Variable
                                                                  Variable Speed
                                                                              Speed
           Figure 5 shows the velocity and displacement curves of the arm cylinder during one cycle. It can
          Figure
       Figure      5 showsthe
                 5 shows      thevelocity
                                  velocityand
                                            anddisplacement
                                                 displacement curves of     of the
                                                                                thearm
                                                                                     armcylinder
                                                                                          cylinderduring
                                                                                                    duringone
                                                                                                            onecycle.
                                                                                                                  cycle.It can
                                                                                                                            It can
   be seen that the displacement increases to 340 mm at first and then starts to decrease, that is, the
be be
    seenseen   that
            that thethe   displacement
                      displacement         increases
                                       increases      to 340
                                                   to 340  mmmm       at first
                                                                 at first  andandthenthen  starts
                                                                                       starts     to decrease,
                                                                                              to decrease, that that   is, piston
                                                                                                                 is, the   the
   piston rod first extends and is then retracted. In this process, the maximum velocity of the piston is
rodpiston
   0.36
             rod firstand
      firstm/s
             extends    extends   andretracted.
                             is then
                when it is extended
                                       is then retracted.
                                        and 0.33In    this
                                                    m/s
                                                            In this process,
                                                           process,
                                                        when           the maximum
                                                                it is retracted.
                                                                                  the maximum
                                                                                          velocity
                                                                                    The piston
                                                                                                  velocity
                                                                                                    of the
                                                                                                 moves
                                                                                                           of the piston
                                                                                                           piston
                                                                                                        smoothly    is 0.36ism/s
                                                                                                                     without
   0.36
when      m/s   when   it is extended   and   0.33 m/s  when   it  is retracted.    The  piston  moves
         it is extended and 0.33 m/s when it is retracted. The piston moves smoothly without stagnation.smoothly    without
   stagnation.
   stagnation.
        Figure
     Figure     6 shows
             6 shows   thethe curves
                            curves of of motor
                                      motor     speed
                                              speed andand pilot
                                                         pilot    pressure.The
                                                               pressure.    Themotor
                                                                                motorspeed
                                                                                      speedincreases
                                                                                             increaseswith
                                                                                                        withthe
        Figure 6 shows the curves of motor speed and pilot pressure. The motor speed increases with
   the increase
increase         of the pilot pressure
         of the pilot                    and is proportional  to the pilot pressure, which conforms   to the
   the increase  of thepressure and is proportional
                        pilot pressure                to the pilot
                                         and is proportional       pressure,
                                                              to the         which conforms
                                                                     pilot pressure,          to the operating
                                                                                     which conforms   to the
   operating characteristics
characteristics  of the PFS   of theon
                             based  PFS   based on
                                        variable   variable
                                                 speed       speed control.
                                                        control.
   operating characteristics of the PFS based on variable speed control.
      Figure 7 shows the flow rate curves of the pump and the two chambers of the arm cylinder. It shows
that the flow rate output from the hydraulic pump is consistent with the flow rate into the two chambers
of the arm cylinder. This indicates that flow matching is realized between the hydraulic pump and the
actuator. The results verify that the proposed PFS and control strategy have good controllability.
      Appl. Sci. 2020, 10, x FOR PEER REVIEW                                                                             7 of 13
                  Figure
              Figure     7. Flow
                     7. Flow      rate
                               rate    curvesofofthe
                                    curves        thepump
                                                      pump outlet
                                                           outlet and
                                                                  andthe
                                                                      thetwo
                                                                          twochambers of the
                                                                               chambers      armarm
                                                                                         of the  cylinder.
                                                                                                     cylinder.
                  Figure 7. Flow rate curves of the pump outlet and the two chambers of the arm cylinder.
             The traditional
      The traditional            hydraulic
                             hydraulic       excavatorisisaa fixed-speed
                                           excavator           fixed-speed fixed-displacement
                                                                                fixed-displacement    system,   andand
                                                                                                          system,    the actuator
                                                                                                                          the actuator
      speed    is controlled
speed is controlled             by
                           by the   the throttling
                                     throttling      control.
                                                  control.     Although    the  throttling  control  system   has a large  energy
            The traditional      hydraulic   excavator    is aAlthough
                                                               fixed-speedthe     throttling control
                                                                              fixed-displacement         system
                                                                                                      system,  andhastheaactuator
                                                                                                                          large  energy
      loss, it has good controllability. Figures 8 and 9 show the comparison curves of the displacement and
loss, speed
      it has isgood     controllability.
                  controlled                Figures
                               by the throttling        8 andAlthough
                                                    control.     9 show thethethrottling
                                                                                 comparison     curves
                                                                                           control        of has
                                                                                                     system  the adisplacement
                                                                                                                    large energy and
      velocity of the arm cylinder between the proposed PFS based on variable speed control and the
      loss,ofitthe
velocity        hasarm
                    goodcylinder
                            controllability.
                                      between  Figures   8 and 9 show
                                                  the proposed       PFS the
                                                                          basedcomparison    curves
                                                                                   on variable   speedof the displacement
                                                                                                          control             and
                                                                                                                   and the throttling
      throttling control system based on the constant speed constant displacement system. It can be seen
      velocity
control  system   of  the  arm
                     basedthat    cylinder
                             on the         between     the   proposed     PFS   based   on  variable   speed   control  and   the
      from    the curves           theconstant    speedand
                                        displacement       constant
                                                               velocity displacement      system.are
                                                                          of the two systems        It almost
                                                                                                       can be seen    frominthe
                                                                                                                the same         curves
                                                                                                                               one
      throttling
that the            control system
           displacement        and      based on
                                      velocity  of  the
                                                     theconstant
                                                         two         speedare
                                                                systems     constant
                                                                                 almost displacement
                                                                                          the same     insystem.
                                                                                                          one     It canThis
                                                                                                               cycle.     be seen
                                                                                                                              indicates
      cycle. This indicates that the proposed PFS can achieve the same controllability as the throttling
      from the curves that the displacement and velocity of the two systems are almost the same in one
that the   proposed PFS
      speed-regulating           can achieve
                              control            the same
                                        system (TSCS).         controllability
                                                           In the                   as theTSCS
                                                                    following figures,     throttling
                                                                                                 is shortspeed-regulating
                                                                                                           for throttling speed-control
      cycle. This indicates that the proposed PFS can achieve the same controllability as the throttling
system    (TSCS).control
      regulating       In the system
                                followingand figures,    TSCS
                                              PFS is short    for is short for
                                                                  positive  flowthrottling
                                                                                   system. speed-regulating control system
      speed-regulating control system (TSCS). In the following figures, TSCS is short for throttling speed-
and PFS     is short
      regulating        for positive
                     control   system andflowPFS
                                               system.
                                                   is short for positive flow system.
                               Figure
                            Figure 9. 9. Velocitycurves
                                      Velocity    curvesof
                                                         of the
                                                             the arm
                                                                 arm cylinder
                                                                     cylinderofofthe two
                                                                                   the   systems.
                                                                                       two systems.
      Figure
       Figure 11  11 shows
                      shows the
                              theenergy
                                   energyconsumption
                                           consumption comparison
                                                          comparison curves
                                                                        curves of
                                                                                of hydraulic
                                                                                   hydraulic pumps
                                                                                               pumps of of the
                                                                                                            the two
                                                                                                                  two
systems
 systems in one working cycle. The energy consumption of PFS is lower than that of TSCS. In
            in one    working    cycle. The  energy  consumption   of PFS   is lower  than   that of TSCS.    In one
                                                                                                                  one
working     cycle,   in which   the arm cylinder  extends and retracts, the energy  consumed     by
 working cycle, in which the arm cylinder extends and retracts, the energy consumed by TSCS is about TSCS  is about
67.5
 67.5kJ
Appl.  kJand
      Sci. andthat
           2020, that of
                       ofPFS
                 10, x FORPFSisisabout
                           PEER   about47.5
                                  REVIEW47.5kJ.
                                             kJ.The
                                                 Theenergy-saving
                                                     energy-savingefficiency
                                                                    efficiencyisisup
                                                                                   uptoto29.6%.
                                                                                          29.6%.               9 of 13
Figure 11. Energy consumption curves of the pump in the two systems.
5. Experimental Results
5. Experimental Results and
                        and Discussion
                            Discussion
    To
    To further
        further verify
                 verify the
                        the controllability
                            controllability and
                                            and energy
                                                energy saving
                                                        saving of
                                                                of the
                                                                   the proposed
                                                                       proposed PFS
                                                                                PFS based
                                                                                    based on
                                                                                           on variable
                                                                                               variable
speed
speed control, a 1.5 t excavator test rig was built. The layout and key components of the test
      control, a 1.5 t excavator test rig was built. The layout and  key components  of the test rig
                                                                                                 rig are
                                                                                                     are
shown in Figures 12 and 13. The test rig mainly includes the following parts: (1) The variable speed
power system, including the motor, main pump, and pilot pump. The dual pump is driven by the
motor. (2) The throttling speed-regulating system includes a pilot proportional pressure-reducing
valve and multiway valve. According to the control signal, it controls the flow into the actuator to
adjust the operating speed of the actuator. (3) The measurement and control system includes an
                     Figure 11. Energy consumption curves of the pump in the two systems.
                                       Figure 13.
                                       Figure 13. Key
                                                  Key components of the
                                                      components of the test
                                                                        test rig.
                                                                             rig.
                     Figure 14. Pilot pressure curves of the two chambers of the arm cylinder.
                                                                                     cylinder.
5.2. Energy
5.2. Energy Saving
             Saving Analysis
                    Analysis
      Figure 16
      Figure  16 shows
                 shows the
                        the pump
                            pump power
                                   power comparison
                                          comparison of    the PFS
                                                        of the  PFS based
                                                                    based on
                                                                          on variable
                                                                             variable speed
                                                                                       speed andand the
                                                                                                    the TSCS
                                                                                                        TSCS
based  on  fix speed fixed displacement.  It is obvious  that the PFS consumes  less  energy   than
based on fix speed fixed displacement. It is obvious that the PFS consumes less energy than the TSCSthe TSCS
during the
during   the working
             working process.   The maximum
                       process. The maximum instantaneous
                                                 instantaneous power
                                                                 power reduction
                                                                       reduction is
                                                                                  is up
                                                                                     up to
                                                                                        to 33 kW.
                                                                                              kW.
      Figure 17 shows the comparison of the pump energy consumption of the two systems.
The consumed energy of the FPS is lower than that of the TSCS. During one working cycle of
arm cylinder extension and retraction, the consumed energy by TSCS is about 73 kJ, while that of PFS
is 54 kJ. The energy-saving efficiency of the proposed PFS can reach 35.2%. The reported energy-saving
efficiency of the PFS is about 20% [17]. The experimental results prove that the proposed PFS based on
variable speed has good energy-saving ability.
         Figure 15. Pilot pressure and motor speed curves of the PFS based on variable speed control.
     Figure 17 shows the comparison of the pump energy consumption of the two systems. The
consumed energy of the FPS is lower than that of the TSCS. During one working cycle of arm cylinder
extension and retraction, the consumed energy by TSCS is about 73 kJ, while that of PFS is 54 kJ. The
energy-saving efficiency of the proposed PFS can reach 35.2%. The reported energy-saving efficiency
of the PFS is about 20% [17]. The experimental results prove that the proposed PFS based on variable
                        Figure 16.
speed has good energy-saving       Pump
                                   Pump output
                                ability. output power
                                                power curves of the two systems.
     Figure 17 shows the comparison of the pump energy consumption of the two systems. The
consumed energy of the FPS is lower than that of the TSCS. During one working cycle of arm cylinder
extension and retraction, the consumed energy by TSCS is about 73 kJ, while that of PFS is 54 kJ. The
energy-saving efficiency of the proposed PFS can reach 35.2%. The reported energy-saving efficiency
of the PFS is about 20% [17]. The experimental results prove that the proposed PFS based on variable
speed has good energy-saving ability.
6. Conclusions
      Pure electric construction machinery uses a motor to drive a hydraulic pump. Considering the
good speed regulation performance and quick response of the motor, a PFS based on variable speed
constant displacement for pure electric construction machinery is put forward to improve energy
utilization and is verified by simulation and experiment. The results show that the proposed PFS based
                            Figure 17. Consumed energy curves of the two systems.
on variable speed can achieve the same controllability as a TSCS. The proposed PFS can use up to
35.2% less energy and has good energy savings compared to that of the traditional system. In addition,
the cost of the hydraulic system is reduced and the volumetric efficiency of the hydraulic pump is
improved because a quantitative pump is adopted. The use cost is also reduced because of the cheaper
price of electric energy than diesel. The overall energy utilization rate is improved to some extent.
The proposed system is not only suitable for hydraulic excavators, but also for other construction
machinery such as loaders and forklifts. To fully take advantage of the strong overload capacity of
electric motors and solve the issue of insufficient power under sudden load, constant power control
research based on PFS with variable speed will be carried out in the future.
Author Contributions: S.F. proposed the idea of positive flow system based on variable speed control.
Z.L. developed the structure and working mode. T.L. wrote the paper. Q.C. checked and edited the paper.
H.R. analyzed the data. All authors have read and agreed to the published version of the manuscript.
Funding: This research was funded by National Natural Science Foundation of China (No. 51875218 & 51905180),
Excellent Outstanding Youth Foundation of Fujian Province (No. 2018J06014), Industry Cooperation of Major
Science and Technology Project of Fujian Province (No. 2019H6015), Natural Science Foundation of Fujian Province
(No. 2018J01068 & 2019J01060), and STS project of Fujian Province (No. 2018T3015). This work also has been
supported by Fujian Southchina Heavy Machinery Manufacture Co., Ltd.
Conflicts of Interest: The authors declare no conflict of interest.
Appl. Sci. 2020, 10, 4826                                                                                     12 of 13
Nomenclature
 Cs       coefficient of the estimated speed
 nc       target motor speed
 nr       real speed of the motor taken from the frequency converter
 pp       pump pressure
 Pp       pump output power
 Qn       required flow rate of nth actuator working at the same time
 Qt       total flow required in the actuator
 Vp       displacement of the quantitative pump (main pump)
 ηp       volumetric efficiency of quantitative pump (main pump)
Abbreviations
PFS        positive flow system
TSCS       throttling speed-regulating control system
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