TY - JOUR
T1 - A multi-objective hierarchical energy management strategy for a distributed fuel-cell hybrid electric tracked vehicle
AU - Han, Ruoyan
AU - He, Hongwen
AU - Zhang, Zhendong
AU - Quan, Shengwei
AU - Chen, Jinzhou
N1 - Publisher Copyright:
© 2023
PY - 2024/1/15
Y1 - 2024/1/15
N2 - This paper proposes a multi-stack fuel cell system (MFCS) for a distributed fuel cell hybrid electric tracked vehicle. The power distribution results of the DP algorithm under a series of power demand gradients are analyzed for the MFCS, and a basic energy management rule is extracted. To realize the consistency of each fuel cell system (FCS) aging in the MFCS and ensure the battery SOC fluctuates in a healthy range, the energy management rule extracted by the DP algorithm is reconstructed, and a Multi-Objective Hierarchical Energy Management Strategy (MOH-EMS) is proposed. Finally, the performance of the MOH-EMS is analyzed. The results show that the proposed EMS has good performance in terms of fuel economy, with only a 3.8 % and 4.4 % difference from the DP algorithm. The proposed EMS also achieves consistency in the aging of the FCS and improves the lifetime of the FCS.
AB - This paper proposes a multi-stack fuel cell system (MFCS) for a distributed fuel cell hybrid electric tracked vehicle. The power distribution results of the DP algorithm under a series of power demand gradients are analyzed for the MFCS, and a basic energy management rule is extracted. To realize the consistency of each fuel cell system (FCS) aging in the MFCS and ensure the battery SOC fluctuates in a healthy range, the energy management rule extracted by the DP algorithm is reconstructed, and a Multi-Objective Hierarchical Energy Management Strategy (MOH-EMS) is proposed. Finally, the performance of the MOH-EMS is analyzed. The results show that the proposed EMS has good performance in terms of fuel economy, with only a 3.8 % and 4.4 % difference from the DP algorithm. The proposed EMS also achieves consistency in the aging of the FCS and improves the lifetime of the FCS.
KW - Energy management strategy
KW - Fuel cell degradation
KW - Fuel cell hybrid electric vehicle
KW - Multi-stack fuel cell system
UR - http://www.scopus.com/inward/record.url?scp=85178330470&partnerID=8YFLogxK
U2 - 10.1016/j.est.2023.109858
DO - 10.1016/j.est.2023.109858
M3 - Article
AN - SCOPUS:85178330470
SN - 2352-152X
VL - 76
JO - Journal of Energy Storage
JF - Journal of Energy Storage
M1 - 109858
ER -