Electric vehicle;
Sizing optimization;
Energy management optimization;
Hybrid energy storage durability;
CO2 emissions reduction;
MANAGEMENT STRATEGY;
GENETIC ALGORITHM;
POWER MANAGEMENT;
LIFETIME;
PREDICTION;
BATTERY;
D O I:
10.1016/j.est.2024.112095
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
This research investigates the optimal sizing of the Energy Storage System (ESS) for Plug-in Fuel Cell Electric Vehicles (PFCEVs), taking into account technical, economic, and environmental challenges. The primary goal is to minimize both life cycle costs (LCC) and operational costs while simultaneously reducing CO2 emissions and preserving the durability of the power system. The PFCEV's ESS comprises three core components: a battery, a proton-exchange membrane fuel cell (FC) system, and a supercapacitor (SC). Performance evaluation involves strict constraints on the vehicle's operational parameters, and simulations are conducted following the Urban Dynamometer Driving Schedule (UDDS). A notable contribution of this research is the implementation of a double-loop optimization technique using quadratic programming (QP) and a genetic algorithm (GA) to identify a feasible solution space that respects the specified constraints. In summary, the findings yield valuable insights and recommendations for the optimal sizing of PFCEV ESS. The comparative analysis conducted between different PFCEVs, Fuel Cell Vehicles (FCVs), and Battery Electric Vehicles (BEVs), reveals that PFCEVs demonstrate distinct advantages. Finally, a sensitivity analysis concerning various hydrogen types shows a need for cost reduction in producing green hydrogen to improve its economic feasibility and operational efficiency.
机构:
Ho Chi Minh City Univ Technol & Educ, Fac Vehicle & Energy Engn, Ho Chi Minh, VietnamHo Chi Minh City Univ Technol & Educ, Fac Vehicle & Energy Engn, Ho Chi Minh, Vietnam
Huynh, Thinh
Pham, Anh Tuan
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h-index: 0
机构:
Thu Dau Mot Univ, Inst Engn & Technol, Thu Dau Mot, Binh Duong, VietnamHo Chi Minh City Univ Technol & Educ, Fac Vehicle & Energy Engn, Ho Chi Minh, Vietnam
Pham, Anh Tuan
Lee, Jaehong
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h-index: 0
机构:
Sejong Univ, Deep Learning Architecture Res Ctr, 209 Neungdong Ro, Seoul 05006, South KoreaHo Chi Minh City Univ Technol & Educ, Fac Vehicle & Energy Engn, Ho Chi Minh, Vietnam
Lee, Jaehong
Nguyen-Xuan, H.
论文数: 0引用数: 0
h-index: 0
机构:
HUTECH Univ, CIRTech Inst, Ho Chi Minh 700000, VietnamHo Chi Minh City Univ Technol & Educ, Fac Vehicle & Energy Engn, Ho Chi Minh, Vietnam
机构:
Liaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R ChinaLiaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R China
Zhang, Qiao
Han, Jiqiang
论文数: 0引用数: 0
h-index: 0
机构:
Liaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R ChinaLiaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R China
Han, Jiqiang
Li, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Liaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R ChinaLiaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R China
Li, Gang
Liu, Yan
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Informat Syst Dept, Hong Kong 999077, Peoples R ChinaLiaoning Univ Technol, Sch Automobile & Traff Engn, Jinzhou 121000, Peoples R China
Liu, Yan
INTERNATIONAL JOURNAL OF ELECTROCHEMICAL SCIENCE,
2020,
15
(04):
: 3410
-
3433