Comparison of energy management strategies of a battery/supercapacitors system for electric vehicle under real-time constraints

被引:213
|
作者
Castaings, Ali [1 ,2 ,3 ]
Lhomme, Walter [1 ,3 ]
Trigui, Rochdi [2 ,3 ]
Bouscayrol, Alain [1 ,3 ]
机构
[1] Univ Lille 1, L2EP, F-59655 Villeneuve Dascq, France
[2] IFSTTAR, Transport & Environm Lab, F-69675 Bron, France
[3] MEGEVH, French Network HEVs, Lille, France
关键词
Energy management; Electric vehicle; Optimisation; Real-time; Energy storage; Experimental test; STORAGE-SYSTEM; BATTERY; FREQUENCY; ULTRACAPACITOR; MODEL;
D O I
10.1016/j.apenergy.2015.11.020
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The paper deals with real-time energy management strategies for a hybrid energy storage system including a battery and supercapacitor for an electric vehicle. Besides efficiency concerns, a key issue for real-time applications is ensuring safe operations for the considered system. In such a system it is mandatory to limit the supercapacitor voltage by the energy management strategy to comply with efficiency and safety constraints. An optimisation-based strategy (1-control) and a rule-based strategy (filtering) are compared in this paper. The active limitation of the supercapacitor voltage is ensured in both strategies. Experimental results show that the two strategies have equivalent performances under real-driving cycles not known in advance. A difference of 2% between the strategies on the battery current root mean square value is shown. By varying the desired supercapacitor voltage range, the results show that the 1-control is better-suited for a high supercapacitor voltage range whereas the filtering gives the best performances for a low supercapacitor voltage range. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:190 / 200
页数:11
相关论文
共 50 条
  • [41] Battery Protective Electric Vehicle Charging Management in Renewable Energy System
    Li, Shuangqi
    Zhao, Pengfei
    Gu, Chenghong
    Li, Jianwei
    Cheng, Shuang
    Xu, Minghao
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (02) : 1312 - 1321
  • [42] A system for electric vehicle's energy-aware routing in a transportation network through real-time prediction of energy consumption
    Modi, Shatrughan
    Bhattacharya, Jhilik
    COMPLEX & INTELLIGENT SYSTEMS, 2022, 8 (06) : 4727 - 4751
  • [43] Model predictive control based real-time energy management for hybrid energy storage system
    Chen, Huan
    Xiong, Rui
    Lin, Cheng
    Shen, Weixiang
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2021, 7 (04): : 862 - 874
  • [44] Optimization strategies for real-time energy management of electric vehicles based on LSTM network learning
    Zhu, Wenqi
    ENERGY REPORTS, 2022, 8 : 1009 - 1019
  • [45] Real-Time Energy Management System for Microgrids
    Correia, Vitor Teles
    Aoki, Alexandre Rasi
    BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY, 2022, 65
  • [46] A Hierarchical Energy Management Strategy for Battery-Supercapacitor Hybrid Energy Storage System of Electric Vehicle
    Ming, Tingyou
    Deng, Weiwen
    Wu, Jian
    Zhang, Qiao
    2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [47] An Overview of Battery Based Electric Vehicle Technologies With Emphasis on Energy Sources, Their Configuration Topologies and Management Strategies
    Upadhyaya, Ashruti
    Mahanta, Chitralekha
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (02) : 1087 - 1111
  • [48] Real-time State-of-charge Tracking System Using Mixed Estimation Algorithm for Electric Vehicle Battery System
    Sarrafan, Kaveh
    Muttaqi, Kashem M.
    Sutanto, Danny
    2018 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING (IAS), 2018,
  • [49] Fuel cell Plug-in Hybrid Electric Vehicle anticipatory and real-time blended-mode energy management for battery life preservation
    Kelouwani, Sousso
    Agbossou, Kodjo
    Dube, Yves
    Boulon, Loic
    JOURNAL OF POWER SOURCES, 2013, 221 : 406 - 418
  • [50] Real-Time Implementable Integrated Energy and Cabin Temperature Management for Battery Life Extension in Electric Vehicles
    Mauro, Mattia
    Biswas, Atriya
    Fiorillo, Carlo
    Wang, Hao
    Spessa, Ezio
    Miretti, Federico
    Ahmed, Ryan
    Bonfitto, Angelo
    Emadi, Ali
    ENERGIES, 2024, 17 (13)