An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control
The inconsistency in large-scale battery pack significantly degrades the performance of electric vehicles. In order to diminish the inconsistency, the study designs an active equalization method comprising of equalizer and equalization strategy for lithium-ion batteries. A bidirectional flyback tran...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-01-01
|
Series: | Energies |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1073/14/1/207 |
id |
doaj-97178af78aee4c29a53b2c2b886b5870 |
---|---|
record_format |
Article |
spelling |
doaj-97178af78aee4c29a53b2c2b886b58702021-01-03T00:02:17ZengMDPI AGEnergies1996-10732021-01-011420720710.3390/en14010207An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive ControlJianwen Cao0Bizhong Xia1Jie Zhou2Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, ChinaTsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, ChinaTsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, ChinaThe inconsistency in large-scale battery pack significantly degrades the performance of electric vehicles. In order to diminish the inconsistency, the study designs an active equalization method comprising of equalizer and equalization strategy for lithium-ion batteries. A bidirectional flyback transformer equalizer (BFTE) is designed and analyzed. The BFTE is controlled by a pulse width modulation (PWM) controller to output designated balancing currents. Under the purpose of shortening equalization time and reducing energy consumption during the equalization process, this paper proposes an equalization strategy based on variable step size generalized predictive control (VSSGPC). The VSSGPC is improved on the generalized predictive control (GPC) by introducing the Step Size Factor. The VSSGPC surmounts the local limitation of GPC by expanding the control and output horizons to the global equalization process without increasing computation owing to the Step Size Factor. The experiment results in static operating condition indicate that the equalization time and energy consumption are reduced by 8.3% and 16.5%, respectively. Further validation in CC-CV and EUDC operating conditions verifies the performance of the equalizer and rationality of the VSSGPC strategy.https://www.mdpi.com/1996-1073/14/1/207electric vehiclebattery equalizationflyback transformervariable step size generalized predictive controlstep size factor |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jianwen Cao Bizhong Xia Jie Zhou |
spellingShingle |
Jianwen Cao Bizhong Xia Jie Zhou An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control Energies electric vehicle battery equalization flyback transformer variable step size generalized predictive control step size factor |
author_facet |
Jianwen Cao Bizhong Xia Jie Zhou |
author_sort |
Jianwen Cao |
title |
An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control |
title_short |
An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control |
title_full |
An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control |
title_fullStr |
An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control |
title_full_unstemmed |
An Active Equalization Method for Lithium-ion Batteries Based on Flyback Transformer and Variable Step Size Generalized Predictive Control |
title_sort |
active equalization method for lithium-ion batteries based on flyback transformer and variable step size generalized predictive control |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2021-01-01 |
description |
The inconsistency in large-scale battery pack significantly degrades the performance of electric vehicles. In order to diminish the inconsistency, the study designs an active equalization method comprising of equalizer and equalization strategy for lithium-ion batteries. A bidirectional flyback transformer equalizer (BFTE) is designed and analyzed. The BFTE is controlled by a pulse width modulation (PWM) controller to output designated balancing currents. Under the purpose of shortening equalization time and reducing energy consumption during the equalization process, this paper proposes an equalization strategy based on variable step size generalized predictive control (VSSGPC). The VSSGPC is improved on the generalized predictive control (GPC) by introducing the Step Size Factor. The VSSGPC surmounts the local limitation of GPC by expanding the control and output horizons to the global equalization process without increasing computation owing to the Step Size Factor. The experiment results in static operating condition indicate that the equalization time and energy consumption are reduced by 8.3% and 16.5%, respectively. Further validation in CC-CV and EUDC operating conditions verifies the performance of the equalizer and rationality of the VSSGPC strategy. |
topic |
electric vehicle battery equalization flyback transformer variable step size generalized predictive control step size factor |
url |
https://www.mdpi.com/1996-1073/14/1/207 |
work_keys_str_mv |
AT jianwencao anactiveequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol AT bizhongxia anactiveequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol AT jiezhou anactiveequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol AT jianwencao activeequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol AT bizhongxia activeequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol AT jiezhou activeequalizationmethodforlithiumionbatteriesbasedonflybacktransformerandvariablestepsizegeneralizedpredictivecontrol |
_version_ |
1724351263400787968 |