Model Predictive Control Based Energy Management Strategy for a Plug-In Hybrid Electric Vehicle

被引：0

作者：

Zhang, Jieli ^{[1
]}

He, Hongwen ^{[1
]}

Wang, Ximing ^{[2
]}

机构：

[1] Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China

[2] Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China

来源：

PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND INTELLIGENT SYSTEMS (ICMEIS 2015) | 2015年 / 26卷

关键词：

model predictive control (MPC); plug-in hybrid electric vehicles (PHEVs); energy management strategy;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper, the model predictive control (MPC) method is researched for energy management problem of plug-In hybrid electric vehicle (PHEV). Multi-step Markov prediction method is selected for the prediction. Dynamic programming (DP) is chosen to solve the optimization problem within the prediction horizon. Through the comparison of MPC result with the results of dynamic programming strategy and a rule-based strategy, it is certified that the control effect of MPC strategy is much better than the ruled-based strategy and close to the global optimal control under DP strategy.

引用

页码：875 / 879

页数：5

共 50 条

[21] Optimal Energy Management Strategy of a Plug-in Hybrid Electric Vehicle Based on a Particle Swarm Optimization Algorithm [J].

Chen, Zeyu ;

Xiong, Rui ;

Wang, Kunyu ;

Jiao, Bin .

ENERGIES, 2015, 8 (05) :3661-3678

[22] Energy management of plug-in hybrid electric vehicle based on trip characteristic prediction [J].

Wang, Pengyu ;

Li, Jinke ;

Yu, Yuanbin ;

Xiong, Xiaoyong ;

Zhao, Shijie ;

Shen, Wangsheng .

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2020, 234 (08) :2239-2259

[23] Adaptive energy management strategy of plug-in hybrid electric bus [J].

Zhou, Juanying ;

Wang, Lufeng ;

Wang, Lei ;

Zhao, Jianyou .

COMPUTERS & ELECTRICAL ENGINEERING, 2023, 112

[24] Survey on Energy Management Strategy for Plug-in Hybrid Electric Vehicles [J].

Wang Q. ;

You S. ;

Li L. ;

Yang C. .

Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2017, 53 (16) :1-19

[25] Energy management strategy of plug-in hybrid electric system based on driving intention [J].

Qin, Da-Tong ;

Yang, Guan-Long ;

Hu, Ming-Hui ;

Liu, Yong-Gang ;

Lin, Yu-Pei .

Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2015, 45 (06) :1743-1750

[26] Stochastic Model Predictive Control Strategy With Short-Term Forecast Optimal SOC for a Plug-In Hybrid Electric Vehicle [J].

Lin, Xinyou ;

Chen, Xiankang ;

Chen, Zhiyong ;

Xie, Liping .

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (04) :8685-8697

[27] IGBT Thermal Model-Based Predictive Energy Management Strategy for Plug-In Hybrid Electric Vehicles Using Game Theory [J].

Li, Chunming ;

Sun, Xiaoxia ;

Zha, Mingjun ;

Yang, Chao ;

Wang, Weida ;

Su, Jie .

IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2023, 9 (02) :3268-3281

[28] An Adaptive Stochastic Model Predictive Control Strategy for Plug-in Hybrid Electric Bus During Vehicle-Following Scenario [J].

Pu, Zesong ;

Jiao, Xiaohong ;

Yang, Chao ;

Fang, Shengnan .

IEEE ACCESS, 2020, 8 :13887-13897

[29] State-of-charge-constraint-based energy management strategy of plug-in hybrid electric vehicle with bus route [J].

Guo, Hongqiang ;

Wang, Xiangyu ;

Li, Liang .

ENERGY CONVERSION AND MANAGEMENT, 2019, 199

[30] Model predictive control-based energy management strategy for a series hybrid electric tracked vehicle [J].

Wang, Hong ;

Huang, Yanjun ;

Khajepour, Amir ;

Song, Qiang .

APPLIED ENERGY, 2016, 182 :105-114

← 1 2 3 4 5 →