Energy Management and Control Strategy of Multi-Stack Fuel Cell System for Automotive Applications
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1.College of Automotive Studies, Tongji University, Shanghai 201804,China;2.Chinesisch-Deutsches Hochschulkolleg Hochschulkolleg, Tongji University, Shanghai 201804, China

Clc Number:

TK91

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    Abstract:

    To solve the problems of low output efficiency and short life of single-stack fuel cell systems, the energy management strategy (EMS) and control strategy of the multi-stack fuel cell (MFC) system for vehicles were studied in this paper. A multi-level EMS was proposed, in which the first-level EMS adaptively distributed energy between the MFC system and the power battery system based on working conditions, and the second-level EMS used an objective optimization function that took into account efficiency and life to optimize the distribution of each power output of the stack. The results show that compared with the single-stack fuel cell system, the fuel economy of the MFC system can be increased by 4% and the life performance of the MFC system can also be improved.

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    Fig.1 Architecture of vehicle simulation model
    Fig.2 Principle of multilevel energy management strategy
    Fig.3 Three typical driving cycles
    Fig.4 Results of PCA dimensionality reduction
    Fig.5 Structure of ELM algorithmic network
    Fig.6 Principle of power following strategy
    Fig.7 Approximate relation curve between RUL and output power
    Fig.8 Simulated target speed and actual speed
    Fig.9 SOC curve of power battery
    Fig.10 Results of driving cycle identification
    Fig.11 Efficiency curves of MFC system based on EMS2 three kinds of power allocation strategies
    Fig.12 Comparison of cumulative hydrogen consumption of two fuel cell systems
    Fig.13 Output power-RUL curves of two 15kW stacks
    Fig.14 Objective optimization function at different life factor weights
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ZHOU Su, WANG Keyong, WEN Zejun, ZHANG Gang. Energy Management and Control Strategy of Multi-Stack Fuel Cell System for Automotive Applications[J].同济大学学报(自然科学版),2021,49(1):107~115

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History
  • Received:August 25,2020
  • Online: February 26,2021
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