Critical review on structural architecture, energy control strategies and development process towards optimal energy management in hybrid vehicles

被引:92
作者
Saiteja, Pemmareddy [1 ]
Ashok, B. [1 ]
机构
[1] Vellore Inst Technol, Sch Mech Engn, Vellore 632014, Tamil Nadu, India
关键词
Energy management system (EMS); Hybrid electric vehicles (HEVs); Control system architecture; Various control modules; Energy optimization strategies; Real-time EMS development procedure; EQUIVALENT CONSUMPTION MINIMIZATION; AUTOMOTIVE ENGINE CONTROL; REAL-TIME ENERGY; ELECTRIC VEHICLE; POWER MANAGEMENT; CONTROL-SYSTEM; PREDICTIVE CONTROL; MODE TRANSITION; NEURAL-NETWORK; OPTIMIZATION;
D O I
10.1016/j.rser.2021.112038
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Hybrid Electric Vehicles (HEVs) are facing difficulties in the aspect of splitting the demand power between various drivetrain components. To negate this issue an efficient energy management system (EMS) is required, EMS is used to split the demand power between drivetrain components. However, it is a difficult task because of the computation complexity and various functionalities associated with the vehicle. In this context to develop an efficient EMS, the various structural architectures, and energy optimization strategies are considered to review in this work. This work presents an overview of key control modules in the EMS such as torque control module, driving mode control, power-split control, and output power sources. Also describes various aspects of energy optimization strategies such as fuzzy, dynamic program, model predictive, neural network, intelligent and connected vehicle technologies to enhance the performance and emissions of the vehicle. These strategies are employed to optimize the fuel economy and energy consumption without compromising the performance of the vehicle. Further, this article provides knowledge on real-time development process of EMS and its calibration parameters such as SOC, vehicle speed, power-split, etc, which are used to enhance the vehicle output characteristics. This research explores a holistic approach to developing the control architecture of EMS with various control strategies. Also, challenges and difficulties on EMS advancements are adequately highlighted, along with a short idea and discussion for the development of future EMS research. Finally, an interpretative study on realtime EMS for HEV with various control strategies disclosed its significance and possible outcomes.
引用
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页数:25
相关论文
共 231 条
[1]   Different architectures and modes of operation of HEV based on permanent magnet-electric variable transmission with rule-based and fuzzy logic global control strategy [J].
Ahmed, Abdelsalam ;
Cui, Shumei .
INTERNATIONAL JOURNAL OF ELECTRIC AND HYBRID VEHICLES, 2012, 4 (01) :69-92
[2]   Towards Optimal Power Management of Hybrid Electric Vehicles in Real-Time: A Review on Methods, Challenges, and State-Of-The-Art Solutions [J].
Ali, Ahmed M. ;
Soffker, Dirk .
ENERGIES, 2018, 11 (03)
[3]  
[Anonymous], 1993, NEURAL NETWORKS OPTI
[4]  
[Anonymous], 2013, IFAC P
[5]  
[Anonymous], 2013, 2013 WORLD EL VEH S
[6]  
[Anonymous], 2006, P ASME INT MECH ENG
[7]  
[Anonymous], 2014, IFAC Proc.Vo l u m e s
[8]   Trends and future perspectives of electronic throttle control system in a spark ignition engine [J].
Ashok, B. ;
Ashok, S. Denis ;
Kumar, C. Ramesh .
ANNUAL REVIEWS IN CONTROL, 2017, 44 :97-115
[9]   A review on control system architecture of a SI engine management system [J].
Ashok, B. ;
Ashok, S. Denis ;
Kumar, C. Ramesh .
ANNUAL REVIEWS IN CONTROL, 2016, 41 :94-118
[10]  
Azidin Farid Arafat, 2013, Przeglad Elektrotechniczny, V89, P150