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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1513
Integration of Ultra Capacitor with Battery using DC-DC Bidirectional
Buck Boost Converter in an Electric Vehicle.
Mohammad Ashar
Mtech Student, Dept. of Electrical Engineering, G.H.R.C.E., Maharashtra, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract -Hybrid energy storage system of electricvehicles
(EVs) has great potential to take full advantages of high
power density with super-capacitor and high energy density
with battery to improve the dynamic performance andenergy
efficiency of EVs. In this paper, a Super/ Ultra Capacitor is
integrated with the battery in anElectricVehicleusingaBuck-
Boost Converter to improve the dynamic performance of the
vehicle system and enhancing the battery life. A computer
based simulation was carried out in Matlab Simulink
environment.
Key Words: Electric Vehicles (EVs), Ultra Capacitor,
DC-DC Converter, Regenerative Braking, PWM
Controller.
1.INTRODUCTION
The Hybridization of electric vehicle (EV)withothersources
of power is the recent advancement in the field of research
and development to develop challenging technologies for
electric vehicles in order to beat over the traditional
combustion engine vehicles due to the fact that the natural
reserves are depleting and also these conventional vehicles
are a threat to the environment because of its emissions. In
order to promote the manufacturing, use of electric vehicles,
and to increase its market share, the Government of India
has framed policies, schemes of exempting taxes and
registrations to boost this Electric Vehicle Segment.
Hence, many ways are exploredtomakethe electric vehicles
more efficient with integration of other sources of power
such solar panels, fuel cells, ultra-capacitors etc. with the
base power supply. With hybridization, the electric vehicles
have the better acceleration capability during high power
demands and an efficient recovery of energy during
regenerative braking periods.
With this paper, a battery powered electric vehicle
hybridized with ultra-capacitor is presented. Ultra
Capacitors are recently developed high farad capacitors
capable of receiving and delivering a high amount of power
almost instantaneously. They have a high power density but
low energy density. Whereas, batteries have a higherenergy
density but low power density as it undergoes chemical
reaction while charge/discharge cycles and hence takes its
processing time for its operation.
The Load profiles of an electric vehicle is not uniform but is
repetitive with high peaks and steep valleys. Hence,
repetitive acceleration and deceleration occurs during its
operation which is transient in nature. As the battery is
incapable of delivering/receiving a high power for a short
period of time, the vehicle system with only battery as a
source has the reduced performance. If batteryishybridized
with ultra-capacitor with a DC-DC converter, the ultra-
capacitor with take care of the above mentioned transient
operating conditions due to its peculiar characteristics and
will save the battery from such high power situations. This
will increase the life of the battery whichtherebywill reduce
the maintenance cost of the vehicle(Battery replacement). It
will also improve the vehicle performance during higher
acceleration and deceleration and provide a better voltage
regulation in the system.
2. CIRCUIT DESCRIPTION
Figure -1: Basic Block Diagram of Ultra Capacitor-Battery
Integration with Buck-Boost Converter.
The circuit consist of a ultra-capacitor connectedviaaDC-DC
Buck BoostConverter parallel to Battery feedingtheEVload.
MOSFETs S1 and S2 performs the Boost and Buck operations
during dynamic conditions of higher acceleration and
deceleration respectively. Diodes D1 & D2 connected
antiparallel with MOSFETs S1 & S2 respt.alongwithinductor
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1514
L helps perform the desired operation.CapacitorCmaintains
the DC voltage level at the output of the Converter while
Inductor Ls acts as a smoothing reactor for the converter
current(Icap).
In dynamic conditions i.e. during higher acceleration or
deceleration periods, the Ultra Capacitor will act as the
charging and discharging device due to its ability to act fast
and while in normal working mode the battery will supply
the load making the system optimized. The direction of the
power flow while acceleration and deceleration is shown in
the figure2 and 3 respectively.
Figure -2: Power Flow During Acclivity.
Figure -3: Power Flow During Acclivity.
During Boost operation (Higher Acceleration), MOSFET S1
switches ON/OFF as per controller duty cycle and S2 is
maintained in OFF state. When S1 is turned ON, the Ultra
Capacitor energy is stored in the Inductor(L) and emf is
generated in the coil. When S1 is turned OFF, the stored
inductor energy is transferred to the Load through Diode D2
as the Voltage at the Ultra-capacitor side is more than the
Load side.
During Buck operation (Higher Deceleration), MOSFET S2
switches ON/OFF as per controller Duty Cycle and S1 is
maintained in OFF state. When S2 is turned ON,theEnergyis
stored in the Inductor (L) and when S2 is turned OFF, the
stored energy is transferred to the Ultra-Capacitor through
the freewheeling diode D1. This is also called as the
regenerative braking condition where the power is
transferred from load to the source.
3. CONTROL STRATEGY
The instantaneous values of Load Voltage, Load Current,
Capacitor Voltage, Capacitor Current and Battery voltage is
sensed and accordingly controlled PWM signals are
generated for the Buck- Boost operation.
When the vehicleaccelerates,thebatterysuppliesthecurrent
required by the motor, if the supplied current exceeds the
nominal current rating of battery(Pre-established Current
Limit), then the Ultra-Capacitorwillmakeupthedifferencein
current with the Boost operation of the converter, limiting
the current supplied by battery to its nominal value.
Similarly, in regenerative braking, the motor acts as a source
and transfer the recovered energy to the battery. If the
regenerative current exceeds the pre-established current
limit, the DC-DC converter will work in Buck operationmode
and inject the excess power into the ultra-capacitor.
The controlling strategy applied for the DC-DC Buck-Boost
Converter is divided into two stages: 1.Primary Controller &
2. Secondary Controller.
3.1 Primary Controller
Figure -4: Block Diagram of Primary Controller.
The primary controller senses the instantaneous motor
power and battery voltage. Itoutputs the differenceinpower
(Load Power – (Bty voltage x Set Current Limit) ) asshownin
fig.4 followed by the logic, which generates Output power
command for the Ultra-Capacitor only when instantaneous
value of Load Current exceeds the (+ve or -ve) Set Limit
value. This output command serves the input to the
secondary controller.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1515
3.2 Secondary Controller
Figure -5: Circuit Diagram of Secondary Controller with Bi
Directional DC-DC Converter.
The secondary controller generates the Current reference
signal (I_command) from the Power Command generated by
the primary controller as shown in fig.5,compares it with the
instantaneous capacitor current generating an error signal.
This error signal is passed through PI Gain Block and further
through limiter generating aPWM referenceinput.ThePWM
reference input is compared with the sawtooth
waveform(Carrier PWM Signal) of fixed frequency. If the
reference signal is greater that the sawtooth signal(Carrier
PWM Signal) then the PWM pulses are generated for the
Mosfets to perform the desired Buck-Boost operation.
4. SIMULATION
Figure -6: Matlab Simulink Model of Super Capacitor
Integration with Battery using DC-DC Buck-Boost Converter
Feeding Chopper-DC motor Drive.
A Matlab based model is developed and its simulation is
carried out in MATLAB R2013a version. Lead AcidBatteryof
Nominal Voltage 220V, Nominal Current 6A, 30AH is used as
a base power source with 80% InitialStateofCharge(SOC).A
Super Capacitor of 15 Farad, Rated Voltage 48V is connected
across battery with a DC-DC Buck boost Converter. A Matlab
inbuilt two quadrant chopper DC drive of rating 5 HP, 240V
is usedasa load forElectric Vehicle.TheSimulationiscarried
out for higher acceleration and deceleration periods and the
performance of the system is analysed with the proposed
Buck Boost converter.
The simulation was carried out under:
TRANSIENT OPERATION:
a) Accelerating Mode :Speed Increase from 0km/hr to
60km/hr,Initial Load Torque=20N-m, Load change from
Torque= 20N-m to Torque= 7N-m @step time Of 4.2sec.
b) Decelerating Mode :Speed Decrease from 60km/hr to
20km/hr @ Step time of 8sec , Load change from
Torque= 7N-m toTorque= -20N-m at time Instant of 8 sec.
Total Simulation Time:16sec.
5. ASSUMPTIONS AND SIMULATION PARAMETERS
1. DC-DC Buck Boost Converter is assumed to be lossless.
2. Battery internal resistance does not change with the
amplitude of current. Temperatureimpactonperformanceis
neglected.
3. Motor Chopper converter is modelled as an average value
controller.
4. Wheel diameter is assumed to be 0.3 mtr and initial speed
of motor to be 0 Km/hr.
Battery Parameters
Type Lead Acid
Vnominal 220V
Rated AH 30AH
Initial SOC 80%
Inominal 6A
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1516
DC MOTOR Parameters
Rating 5 HP
Vrated 240V
Rated Speed 1750 RPM
Armature
Resistance 0.78 ohm
Armature
Inductance 16mH
Field Resistance 150 ohm
Field Inductance 112.5 H
Field DC Voltage 150V
Inertia 0.05 Kg-m2
Viscous Friction
Coeff. 0.01 N-m-s
Ultra Capacitor Parameters
Rated Voltage 48V
Rated Farad 15F
Initial Voltage 46V
6. SIMULATION RESULTS
Graph -1: Waveforms of Battery Current, SC Current &
Motor Current during TRANSIENT OPERATION.
Graph -2: Individual Waveforms of Battery Current, SC
Current & Motor Current during TRANSIENT OPERATION.
Graph -3: Waveform of Load Power during TRANSIENT
OPERATION.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1517
Graph -4: Waveform of Battery&SuperCapacitorPower
during TRANSIENT OPERATION.
7. CONCLUSIONS
Simulation of Electric vehicleintegratedwithUltra-Capacitor
was carried out and the performance parameters during
Transient operationi.e.HigherAccelerationandDeceleration
were analyzed and following conclusion was drawn as:
7.1 Transient Operation (Acceleration)
1.Battery Current is limited to its nominal discharging value
of 6A. The Load exceeding 6A is supplied by Ultra-Capacitor.
2. Battery Discharging Stress during accelerationisreduced.
7.2 Transient Operation (Deceleration)
1.Battery Current is limited to its nominal charging value of
6A. The Charging current exceeding 6A is taken care by
Ultra-Capacitor.
2. Battery charging stress during deceleration is reduced.
REFERENCES
[1] Tong Jing Wang, Weiwen Deng, Jian Wu & Qiao
Zhang,”Power Optimization of hybrid energy storage
system of electric vehicles” ITEC Asia Pacific 2014.
[2] YU Yuan-bin. WANG Qing-nian, CHEN Yong-jiu, HU
Chang-jian, WANGBo-shi“ControlStrategyOptimization
research using Dynamic Programming Method for
Synergic Electric System on HEV” IEEE 978-1-4244-
3504-3 2009
[3] Qiao Zhang, Weiwen Deng, Jian Wu, Feng Ju, Jingshan Li,
“Dynamic Power Demand Prediction for Battery-
Supercapacitor Hybrid Energy StorageSystemofelectric
Vehicle with Terrain Information” IEEE 978-1-4799-
5857-3/14 2014.
[4] Bo Long 1, Shin Teak Lim 2, Ji Hyoung Ryu 2 and Kil To
Chong 2, “Energy-Regenerative Braking Control of
Electric Vehicles Using Three-Phase Brushless Direct-
Current Motors”, ,*Energies 2014, 7, 99-114;
doi:10.3390/en7010099.
[5] Miquel Massot-Campos1, Daniel Montesinos-Miracle1,
Joan Bergas-Jané1 and Alfred Rufer2, “Multilevel
Modular DC/DC Converter for Regenerative Braking
Using Supercapacitors”, Journal of Energy and Power
Engineering 6 (2012) 1131-1137.
[6] Juan W Dixon, “Ultra capacitors + DC DC Converters in
regenerative braking System” IEEE AES SYSTEMS
Magazine Aug 2002.
[7] S. Pay, Member, IEEE, and Y. Baghzouz, Senior Member,
IEEE, “Effectiveness of Battery-Supercapacitor
Combination in Electric Vehicles”, Bologna Power tech
Conference Italy.2003.

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Integration of Ultra Capacitor with Battery using DC-DC Bidirectional Buck Boost Converter in an Electric Vehicle.

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1513 Integration of Ultra Capacitor with Battery using DC-DC Bidirectional Buck Boost Converter in an Electric Vehicle. Mohammad Ashar Mtech Student, Dept. of Electrical Engineering, G.H.R.C.E., Maharashtra, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract -Hybrid energy storage system of electricvehicles (EVs) has great potential to take full advantages of high power density with super-capacitor and high energy density with battery to improve the dynamic performance andenergy efficiency of EVs. In this paper, a Super/ Ultra Capacitor is integrated with the battery in anElectricVehicleusingaBuck- Boost Converter to improve the dynamic performance of the vehicle system and enhancing the battery life. A computer based simulation was carried out in Matlab Simulink environment. Key Words: Electric Vehicles (EVs), Ultra Capacitor, DC-DC Converter, Regenerative Braking, PWM Controller. 1.INTRODUCTION The Hybridization of electric vehicle (EV)withothersources of power is the recent advancement in the field of research and development to develop challenging technologies for electric vehicles in order to beat over the traditional combustion engine vehicles due to the fact that the natural reserves are depleting and also these conventional vehicles are a threat to the environment because of its emissions. In order to promote the manufacturing, use of electric vehicles, and to increase its market share, the Government of India has framed policies, schemes of exempting taxes and registrations to boost this Electric Vehicle Segment. Hence, many ways are exploredtomakethe electric vehicles more efficient with integration of other sources of power such solar panels, fuel cells, ultra-capacitors etc. with the base power supply. With hybridization, the electric vehicles have the better acceleration capability during high power demands and an efficient recovery of energy during regenerative braking periods. With this paper, a battery powered electric vehicle hybridized with ultra-capacitor is presented. Ultra Capacitors are recently developed high farad capacitors capable of receiving and delivering a high amount of power almost instantaneously. They have a high power density but low energy density. Whereas, batteries have a higherenergy density but low power density as it undergoes chemical reaction while charge/discharge cycles and hence takes its processing time for its operation. The Load profiles of an electric vehicle is not uniform but is repetitive with high peaks and steep valleys. Hence, repetitive acceleration and deceleration occurs during its operation which is transient in nature. As the battery is incapable of delivering/receiving a high power for a short period of time, the vehicle system with only battery as a source has the reduced performance. If batteryishybridized with ultra-capacitor with a DC-DC converter, the ultra- capacitor with take care of the above mentioned transient operating conditions due to its peculiar characteristics and will save the battery from such high power situations. This will increase the life of the battery whichtherebywill reduce the maintenance cost of the vehicle(Battery replacement). It will also improve the vehicle performance during higher acceleration and deceleration and provide a better voltage regulation in the system. 2. CIRCUIT DESCRIPTION Figure -1: Basic Block Diagram of Ultra Capacitor-Battery Integration with Buck-Boost Converter. The circuit consist of a ultra-capacitor connectedviaaDC-DC Buck BoostConverter parallel to Battery feedingtheEVload. MOSFETs S1 and S2 performs the Boost and Buck operations during dynamic conditions of higher acceleration and deceleration respectively. Diodes D1 & D2 connected antiparallel with MOSFETs S1 & S2 respt.alongwithinductor
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1514 L helps perform the desired operation.CapacitorCmaintains the DC voltage level at the output of the Converter while Inductor Ls acts as a smoothing reactor for the converter current(Icap). In dynamic conditions i.e. during higher acceleration or deceleration periods, the Ultra Capacitor will act as the charging and discharging device due to its ability to act fast and while in normal working mode the battery will supply the load making the system optimized. The direction of the power flow while acceleration and deceleration is shown in the figure2 and 3 respectively. Figure -2: Power Flow During Acclivity. Figure -3: Power Flow During Acclivity. During Boost operation (Higher Acceleration), MOSFET S1 switches ON/OFF as per controller duty cycle and S2 is maintained in OFF state. When S1 is turned ON, the Ultra Capacitor energy is stored in the Inductor(L) and emf is generated in the coil. When S1 is turned OFF, the stored inductor energy is transferred to the Load through Diode D2 as the Voltage at the Ultra-capacitor side is more than the Load side. During Buck operation (Higher Deceleration), MOSFET S2 switches ON/OFF as per controller Duty Cycle and S1 is maintained in OFF state. When S2 is turned ON,theEnergyis stored in the Inductor (L) and when S2 is turned OFF, the stored energy is transferred to the Ultra-Capacitor through the freewheeling diode D1. This is also called as the regenerative braking condition where the power is transferred from load to the source. 3. CONTROL STRATEGY The instantaneous values of Load Voltage, Load Current, Capacitor Voltage, Capacitor Current and Battery voltage is sensed and accordingly controlled PWM signals are generated for the Buck- Boost operation. When the vehicleaccelerates,thebatterysuppliesthecurrent required by the motor, if the supplied current exceeds the nominal current rating of battery(Pre-established Current Limit), then the Ultra-Capacitorwillmakeupthedifferencein current with the Boost operation of the converter, limiting the current supplied by battery to its nominal value. Similarly, in regenerative braking, the motor acts as a source and transfer the recovered energy to the battery. If the regenerative current exceeds the pre-established current limit, the DC-DC converter will work in Buck operationmode and inject the excess power into the ultra-capacitor. The controlling strategy applied for the DC-DC Buck-Boost Converter is divided into two stages: 1.Primary Controller & 2. Secondary Controller. 3.1 Primary Controller Figure -4: Block Diagram of Primary Controller. The primary controller senses the instantaneous motor power and battery voltage. Itoutputs the differenceinpower (Load Power – (Bty voltage x Set Current Limit) ) asshownin fig.4 followed by the logic, which generates Output power command for the Ultra-Capacitor only when instantaneous value of Load Current exceeds the (+ve or -ve) Set Limit value. This output command serves the input to the secondary controller.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1515 3.2 Secondary Controller Figure -5: Circuit Diagram of Secondary Controller with Bi Directional DC-DC Converter. The secondary controller generates the Current reference signal (I_command) from the Power Command generated by the primary controller as shown in fig.5,compares it with the instantaneous capacitor current generating an error signal. This error signal is passed through PI Gain Block and further through limiter generating aPWM referenceinput.ThePWM reference input is compared with the sawtooth waveform(Carrier PWM Signal) of fixed frequency. If the reference signal is greater that the sawtooth signal(Carrier PWM Signal) then the PWM pulses are generated for the Mosfets to perform the desired Buck-Boost operation. 4. SIMULATION Figure -6: Matlab Simulink Model of Super Capacitor Integration with Battery using DC-DC Buck-Boost Converter Feeding Chopper-DC motor Drive. A Matlab based model is developed and its simulation is carried out in MATLAB R2013a version. Lead AcidBatteryof Nominal Voltage 220V, Nominal Current 6A, 30AH is used as a base power source with 80% InitialStateofCharge(SOC).A Super Capacitor of 15 Farad, Rated Voltage 48V is connected across battery with a DC-DC Buck boost Converter. A Matlab inbuilt two quadrant chopper DC drive of rating 5 HP, 240V is usedasa load forElectric Vehicle.TheSimulationiscarried out for higher acceleration and deceleration periods and the performance of the system is analysed with the proposed Buck Boost converter. The simulation was carried out under: TRANSIENT OPERATION: a) Accelerating Mode :Speed Increase from 0km/hr to 60km/hr,Initial Load Torque=20N-m, Load change from Torque= 20N-m to Torque= 7N-m @step time Of 4.2sec. b) Decelerating Mode :Speed Decrease from 60km/hr to 20km/hr @ Step time of 8sec , Load change from Torque= 7N-m toTorque= -20N-m at time Instant of 8 sec. Total Simulation Time:16sec. 5. ASSUMPTIONS AND SIMULATION PARAMETERS 1. DC-DC Buck Boost Converter is assumed to be lossless. 2. Battery internal resistance does not change with the amplitude of current. Temperatureimpactonperformanceis neglected. 3. Motor Chopper converter is modelled as an average value controller. 4. Wheel diameter is assumed to be 0.3 mtr and initial speed of motor to be 0 Km/hr. Battery Parameters Type Lead Acid Vnominal 220V Rated AH 30AH Initial SOC 80% Inominal 6A
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1516 DC MOTOR Parameters Rating 5 HP Vrated 240V Rated Speed 1750 RPM Armature Resistance 0.78 ohm Armature Inductance 16mH Field Resistance 150 ohm Field Inductance 112.5 H Field DC Voltage 150V Inertia 0.05 Kg-m2 Viscous Friction Coeff. 0.01 N-m-s Ultra Capacitor Parameters Rated Voltage 48V Rated Farad 15F Initial Voltage 46V 6. SIMULATION RESULTS Graph -1: Waveforms of Battery Current, SC Current & Motor Current during TRANSIENT OPERATION. Graph -2: Individual Waveforms of Battery Current, SC Current & Motor Current during TRANSIENT OPERATION. Graph -3: Waveform of Load Power during TRANSIENT OPERATION.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 03 Issue: 02 | Feb-2016 www.irjet.net p-ISSN: 2395-0072 © 2016, IRJET | Impact Factor value: 4.45 | ISO 9001:2008 Certified Journal | Page 1517 Graph -4: Waveform of Battery&SuperCapacitorPower during TRANSIENT OPERATION. 7. CONCLUSIONS Simulation of Electric vehicleintegratedwithUltra-Capacitor was carried out and the performance parameters during Transient operationi.e.HigherAccelerationandDeceleration were analyzed and following conclusion was drawn as: 7.1 Transient Operation (Acceleration) 1.Battery Current is limited to its nominal discharging value of 6A. The Load exceeding 6A is supplied by Ultra-Capacitor. 2. Battery Discharging Stress during accelerationisreduced. 7.2 Transient Operation (Deceleration) 1.Battery Current is limited to its nominal charging value of 6A. The Charging current exceeding 6A is taken care by Ultra-Capacitor. 2. Battery charging stress during deceleration is reduced. REFERENCES [1] Tong Jing Wang, Weiwen Deng, Jian Wu & Qiao Zhang,”Power Optimization of hybrid energy storage system of electric vehicles” ITEC Asia Pacific 2014. [2] YU Yuan-bin. WANG Qing-nian, CHEN Yong-jiu, HU Chang-jian, WANGBo-shi“ControlStrategyOptimization research using Dynamic Programming Method for Synergic Electric System on HEV” IEEE 978-1-4244- 3504-3 2009 [3] Qiao Zhang, Weiwen Deng, Jian Wu, Feng Ju, Jingshan Li, “Dynamic Power Demand Prediction for Battery- Supercapacitor Hybrid Energy StorageSystemofelectric Vehicle with Terrain Information” IEEE 978-1-4799- 5857-3/14 2014. [4] Bo Long 1, Shin Teak Lim 2, Ji Hyoung Ryu 2 and Kil To Chong 2, “Energy-Regenerative Braking Control of Electric Vehicles Using Three-Phase Brushless Direct- Current Motors”, ,*Energies 2014, 7, 99-114; doi:10.3390/en7010099. [5] Miquel Massot-Campos1, Daniel Montesinos-Miracle1, Joan Bergas-Jané1 and Alfred Rufer2, “Multilevel Modular DC/DC Converter for Regenerative Braking Using Supercapacitors”, Journal of Energy and Power Engineering 6 (2012) 1131-1137. [6] Juan W Dixon, “Ultra capacitors + DC DC Converters in regenerative braking System” IEEE AES SYSTEMS Magazine Aug 2002. [7] S. Pay, Member, IEEE, and Y. Baghzouz, Senior Member, IEEE, “Effectiveness of Battery-Supercapacitor Combination in Electric Vehicles”, Bologna Power tech Conference Italy.2003.