Energy Management in Hybrid Electric and Hybrid Energy Storage System Vehicles: A Fuzzy Logic Controller Review

被引：19
作者：
Maghfiroh, Hari [1 ,2 ]
Wahyunggoro, Oyas [1 ]
Cahyadi, Adha Imam [1 ]
机构：
[1] Univ Gadjah Mada, Dept Elect & Informat Engn, Yogyakarta 55281, Indonesia
[2] Univ Sebelas Maret, Dept Elect Engn, Surakarta 57126, Indonesia
来源：
IEEE ACCESS | 2024年 / 12卷
关键词：
Energy management; hybrid vehicle; electric vehicle; fuzzy logic controller; review; FUEL-CELL; POWER MANAGEMENT; FREQUENCY REGULATION; CONTROL STRATEGY; BATTERY; CELL/BATTERY/ULTRACAPACITOR; ULTRACAPACITOR; PERFORMANCE; ECONOMY; IMPLEMENTATION;
D O I：
10.1109/ACCESS.2024.3390436
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The transportation sector, a significant contributor to carbon dioxide emissions as of 2020, confronts a pressing challenge in mitigating pollution. Electric Vehicles (EVs) present a promising solution, offering a cleaner alternative; however, their limited travel range poses a constraint. Hybrid Electric Vehicles (HEVs) and Hybrid Energy Storage System Electric Vehicles (HESS EVs) emerge as economically feasible compromises. Nonetheless, the effective management of energy and the optimization of power source size remain crucial challenges for both HEVs and HESS EVs. Among various Energy Management Strategies (EMS), the Fuzzy Logic Controller (FLC) stands out for its performance, simplicity, and real-time applicability. This article comprehensively explores the diverse applications of FLC as an EMS in both HEVs and HESS EVs, providing a comparative analysis with other EMS methods and delving into the advantages and challenges associated with each approach. A detailed examination of various FLC types employed as EMS has been conducted, drawing insights from a multitude of references. Each class of FLC EMS is scrutinized, presenting a broad overview of proposed methodologies within each category. By providing this comprehensive information, the article equips readers with foundational knowledge and insights for the continued development of FLC EMS in hybrid electric and hybrid energy storage system electric vehicles.
引用
收藏
页码：56097 / 56109
页数：13
相关论文
共 119 条
[1]   A new power management strategy for plug-in hybrid electric vehicles based on an intelligent controller integrated with CIGPSO algorithm [J].
Abd-Elhaleem, Sameh ;
Shoeib, Walaa ;
Sobaih, Abdel Azim .
ENERGY, 2023, 265
[2]   Improving fuel economy and performance of a fuel-cell hybrid electric vehicle (fuel-cell, battery, and ultra-capacitor) using optimized energy management strategy [J].
Ahmadi, Saman ;
Bathaee, S. M. T. ;
Hosseinpour, Amir H. .
ENERGY CONVERSION AND MANAGEMENT, 2018, 160 :74-84
[3]   A Comprehensive Review on Energy Management Strategies for Electric Vehicles Considering Degradation Using Aging Models [J].
Alyakhni, Ahmad ;
Boulon, Loic ;
Vinassa, Jean-Michel ;
Briat, Olivier .
IEEE ACCESS, 2021, 9 :143922-143940
[4]   Energy Management on Battery/Ultracapacitor Hybrid Energy Storage System based on Adjustable Bandwidth Filter and Sliding-mode Control [J].
Asensio, E. Maximiliano ;
Magallan, Guillermo A. ;
De Angelo, Cristian H. ;
Serra, Federico M. .
JOURNAL OF ENERGY STORAGE, 2020, 30
[5]   Breaking New Ground in HEV Energy Management: Kinetic Energy Utilization and Systematic EMS Approaches based on robust drive control [J].
Benhammou, Aissa ;
Hartani, Mohammed Amine ;
Tedjini, Hamza ;
Guettaf, Yacine ;
Soumeur, Mohammed Amine .
ISA TRANSACTIONS, 2024, 147 :288-303
[6]   Data-driven-based fuzzy control system design for a hybrid electric vehicle [J].
Beskardes, Ahmet ;
Hames, Yakup .
ELECTRICAL ENGINEERING, 2023, 105 (04) :1971-1991
[7]   Model predictive control based real-time energy management for hybrid energy storage system [J].
Chen, Huan ;
Xiong, Rui ;
Lin, Cheng ;
Shen, Weixiang .
CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2021, 7 (04) :862-874
[8]   A survey on key techniques and development perspectives of equivalent consumption minimisation strategy for hybrid electric vehicles [J].
Chen, Z. ;
Liu, Y. ;
Ye, M. ;
Zhang, Y. ;
Li, G. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 151
[9]   Dual HESS electric vehicle powertrain design and fuzzy control based on multi-objective optimization to increase driving range and battery life cycle [J].
da Silva, Samuel Filgueira ;
Eckert, Jony Javorski ;
Correa, Fernanda Cristina ;
Silva, Fabricio Leonardo ;
Silva, Ludmila C. A. ;
Dedini, Franco Giuseppe .
APPLIED ENERGY, 2022, 324
[10]   Energy storage and control optimization for an electric vehicle [J].
Eckert, Jony Javorski ;
de Alkmin e Silva, Ludmila Correa ;
Santiciolli, Fabio Mazzariol ;
Costa, Eduardo dos Santos ;
Correa, Fernanda Cristina ;
Dedini, Franco Giuseppe .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2018, 42 (11) :3506-3523
12345678910