A Robust Design Method for Optimal Engine Operating Zone Design of Plug-in Hybrid Electric Bus

被引:5
|
作者
Liu, Yujie [1 ]
Sun, Qun [1 ]
Han, Qiang [1 ]
Xu, Haigang [2 ]
Han, Wenxiao [1 ]
Guo, Hong-Qiang [1 ]
机构
[1] Liaocheng Univ, Sch Mech & Automot Engn, Liaocheng 252059, Shandong, Peoples R China
[2] Shandong Shifeng Grp Co Ltd, Liaocheng 252899, Shandong, Peoples R China
来源
IEEE ACCESS | 2022年 / 10卷
关键词
Engines; Energy management; Torque; Fuels; Fuel economy; State of charge; Batteries; engine operating zone; nonlinear model predictive control; plug-in hybrid electric bus; Taguchi robust design; ENERGY MANAGEMENT STRATEGY; MODEL-PREDICTIVE CONTROL; POWERTRAIN; VEHICLES;
D O I
10.1109/ACCESS.2022.3141915
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 optimal engine operating zone of energy management plays an important role in the fuel economy improvement of Plug-in hybrid electric buses. However, the existing investigations usually design the engine operating zone by experience. This paper proposes a robust design method for the robust and optimal design of the engine operating zone. Firstly, a nonlinear model predictive control (NMPC)-based energy management together with a single-point preview SOC (state of charge) plan method is designed. Then, a Taguchi robust design model is designed to find the optimal engine operating zone by taking the energy management as underlying solving module. Particularly, the noises of driving cycles and stochastic vehicle mass are considered to improve the robust performance of the engine operating zone. Finally, The Monte Carlo Simulation is deployed to verify the robustness and optimal performances of the designed engine operating zone. Simulation results demonstrate that the proposed method is beneficial to the fuel economy improvement, where the fuel economy can be averagely improved by 9.10% compared with the experienced designed engine operating zone, and can be averagely improved by 16.34% compared with the rule-based energy management strategy.
引用
收藏
页码:6978 / 6988
页数:11
相关论文
共 50 条
  • [31] Control Strategy Design and Simulation for Plug-in Hybrid Electric Vehicle
    Yu, Junwei
    Wang, Bin
    Zhang, Yong
    ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 898 - +
  • [32] Redevelopment of ADVISOR for Design and Simulation of Plug-in Hybrid Electric Vehicle
    Chen, Gang
    Wu, Long
    Wu, Lei
    PROCEEDINGS OF THE 2015 AASRI INTERNATIONAL CONFERENCE ON CIRCUITS AND SYSTEMS (CAS 2015), 2015, 9 : 357 - 361
  • [33] Optimal plug-in hybrid electric vehicle performance management using decentralized multichannel network design
    Mousavi, Peyman
    Ghazizadeh, Mohammad Sadegh
    Vahidinasab, Vahid
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2024, 18 (05) : 999 - 1013
  • [34] Robust Design of a Novel Solar based Plug-in Electric Vehicle Scheme
    Asif, Rao Muhammad
    Rehman, Ateeq Ur
    Choudhury, Subhashree
    Hossain, Ismail
    Siddiqui, Muhammad Abu Bakar
    Dash, Taraprasanna
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2022, 12 (03): : 1314 - 1326
  • [35] Parameter Design and Implementation of Propulsion System of A Plug-in Hybrid Eelectric Transit Bus
    Cheng, Ximing
    Hu, Xiaosong
    Sun, Fengchun
    2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 3005 - 3008
  • [36] A robust co-state predictive model for energy management of plug-in hybrid electric bus
    Guo, Hongqiang
    Liang, Binbin
    Guo, Hongliang
    Zhang, Kun
    JOURNAL OF CLEANER PRODUCTION, 2020, 250
  • [37] Adaptive energy management strategy of plug-in hybrid electric bus
    Zhou, Juanying
    Wang, Lufeng
    Wang, Lei
    Zhao, Jianyou
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 112
  • [38] Fast Optimal Energy Management With Engine On/Off Decisions for Plug-in Hybrid Electric Vehicles
    East, Sebastian
    Cannon, Mark
    IEEE CONTROL SYSTEMS LETTERS, 2019, 3 (04): : 1074 - 1079
  • [39] Design and Simulation of an Optimal Energy Management Strategy for Plug-In Electric Vehicles
    Gozukucuk, Mehmet Ali
    Akdogan, Taylan
    Hussain, Waqas
    Tasooji, Tohid Kargar
    Sahin, Mert
    Celik, Mert
    Ugurdag, H. Fatih
    2018 6TH INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING & INFORMATION TECHNOLOGY (CEIT), 2018,
  • [40] Optimal secondary distribution system design considering plug-in electric vehicles
    Abdelsamad, S. F.
    Morsi, W. G.
    Sidhu, T. S.
    ELECTRIC POWER SYSTEMS RESEARCH, 2016, 130 : 266 - 276