Parameter sizing and stability analysis of a highway fuel cell electric bus power system using a multi-objective optimization approach

被引:18
|
作者
Kwan, Trevor Hocksun [1 ]
Wu, Xiaofeng [2 ]
Yao, Qinghe [1 ]
机构
[1] Sun Yat Sen Univ, Sch Engn, Guangzhou, Guangdong, Peoples R China
[2] Univ Sydney, Sch AMME, Sydney, NSW, Australia
关键词
Energy based methodology; Energy management strategy; Fuel cell power system; Multi-objective optimization; Stability analysis; ENERGY MANAGEMENT STRATEGY; FUZZY-LOGIC; GENETIC OPTIMIZATION; BATTERY; DESIGN;
D O I
10.1016/j.ijhydene.2018.09.113
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Although FC based electric buses are currently popular on urban streets or in short transit routes within large facilities, the version that is designed to operate on a highway, which has much higher dynamic requirements, is yet to be well developed. This research proposes to adopt the NSGA-II based multi-objective optimization scheme to optimize a fuel cell-battery-supercapacitor (SC) based FC power system (FCPS) that is specifically for a FC electric bus operating on the highway fuel economy cycle (HWFET). The optimization objectives are to minimize the FC's fuel consumption, the required battery and SC size and the battery degradation rate. More importantly, the optimization scheme is based on a combined energy management strategy (EMS) software parameter and hardware component sizing approach which is important for guaranteeing dynamically stable responses. This characteristic is achieved by imposing constraints that limit the transient time responses the DC-Bus capacitor voltage electrical parameters upon a generic step change in load power. Results demonstrate that dynamic stability can be guaranteed with proper software parameter and hardware components combinations without any trade-off requirements with the optimizer objectives. Moreover, the system mass and the battery degradation objectives are in trade-off but don't have any dependence to hydrogen consumption. (C) 2018 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:20976 / 20992
页数:17
相关论文
共 50 条
  • [1] Parameter Matching and Multi-objective Optimization of Fuel Cell Hybrid System
    Li Q.
    Meng X.
    Chen W.
    Zhang G.
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2019, 54 (05): : 1079 - 1086
  • [2] Multi-Objective Parameter Configuration Optimization of Hydrogen Fuel Cell Hybrid Power System for Locomotives
    Liu, Suyao
    Xu, Chunmei
    Zhang, Yifei
    Pei, Haoying
    Dong, Kan
    Yang, Ning
    Ma, Yingtao
    ELECTRONICS, 2024, 13 (18)
  • [3] Convex multi-objective optimization for a hybrid fuel cell power system of more electric aircraft
    Salehpour, Mohammad J.
    Zarenia, Omid
    Hosseini Rostami, Seyyed Mohammad
    Wang, Jin
    Lim, Se-Jung
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (07):
  • [4] Multi-objective topology and sizing optimization of bus body frame
    Zhong, Wei
    Su, Ruiyi
    Gui, Liangjin
    Fan, Zijie
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2016, 54 (03) : 701 - 714
  • [5] Multi-objective topology and sizing optimization of bus body frame
    Wei Zhong
    Ruiyi Su
    Liangjin Gui
    Zijie Fan
    Structural and Multidisciplinary Optimization, 2016, 54 : 701 - 714
  • [6] Multi-objective Optimal Sizing Hybrid Power System in a Solar Electric Vehicle Using Particle Swarm Optimization Algorithm
    Zhou Shiqiong
    Guo Guifang
    Xiang Yongyang
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 2699 - +
  • [7] Component Sizing Based on Multi-Objective Optimization for a Fuel Cell Hybrid Vehicle
    Palani, Sashidhar
    Subramanian, Shankar C.
    Chetty, Raghuram
    2019 6TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT 2019), 2019, : 434 - 439
  • [8] Multi-parameter and multi-objective optimization of dual-fuel cell system heavy-duty vehicles: Sizing for serial development
    Zhang, Zhendong
    He, Hongwen
    Quan, Shengwei
    Chen, Jinzhou
    Han, Ruoyan
    ENERGY, 2024, 308
  • [9] Multi-objective energy management optimization and parameter sizing for proton exchange membrane hybrid fuel cell vehicles
    Hu, Zunyan
    Li, Jianqiu
    Xu, Liangfei
    Song, Ziyou
    Fang, Chuan
    Ouyang, Minggao
    Dou, Guowei
    Kou, Gaihong
    ENERGY CONVERSION AND MANAGEMENT, 2016, 129 : 108 - 121
  • [10] Multi-objective Matching Optimization for Hybrid Fuel-Cell Power System in Trams
    Fu W.
    Qi H.
    Dai C.
    Li M.
    Liu Z.
    Chen W.
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2020, 55 (03): : 604 - 611