Energy management strategy for long-life fuel cell hybrid power systems based on improved whale optimization algorithm DOI
Zhichao Fu, Qihong Chen, Ze Zhou

и другие.

Energy Sources Part A Recovery Utilization and Environmental Effects, Год журнала: 2024, Номер 46(1), С. 1 - 16

Опубликована: Июнь 26, 2024

Язык: Английский

Comprehensive optimization of fuzzy logic-based energy management system for fuel-cell hybrid electric vehicle using genetic algorithm DOI
Abdesattar Mazouzi, Nadji Hadroug, Walaa Alayed

и другие.

International Journal of Hydrogen Energy, Год журнала: 2024, Номер 81, С. 889 - 905

Опубликована: Июль 26, 2024

Язык: Английский

Процитировано

22

Deep reinforcement learning-based energy management strategy for fuel cell buses integrating future road information and cabin comfort control DOI
Chunchun Jia,

Wei Liu,

Hongwen He

и другие.

Energy Conversion and Management, Год журнала: 2024, Номер 321, С. 119032 - 119032

Опубликована: Сен. 11, 2024

Язык: Английский

Процитировано

21

Energy management strategy with mutation protection for fuel cell electric vehicles DOI
Da Wang, Mei Lei,

Chuanxue Song

и другие.

International Journal of Hydrogen Energy, Год журнала: 2024, Номер 63, С. 48 - 58

Опубликована: Март 18, 2024

Язык: Английский

Процитировано

13

Remaining useful life prediction for vehicle-oriented PEMFCs based on organic gray neural network considering the influence of dual energy source synergy DOI
Jibin Yang, Chen Li, Bo Zhang

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 135578 - 135578

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

2

A multi-objective hierarchical deep reinforcement learning algorithm for connected and automated HEVs energy management DOI Creative Commons
Serdar Coskun,

Ozan Yazar,

Fengqi Zhang

и другие.

Control Engineering Practice, Год журнала: 2024, Номер 153, С. 106104 - 106104

Опубликована: Сен. 25, 2024

Язык: Английский

Процитировано

6

Hierarchical energy management for extended-range electric vehicles considering range extender dynamic coordination DOI
Lijin Han, Xuan Zhou, Ningkang Yang

и другие.

Journal of Power Sources, Год журнала: 2024, Номер 622, С. 235349 - 235349

Опубликована: Сен. 5, 2024

Язык: Английский

Процитировано

5

Capacity configuration of fuel cell hybrid vehicles using enhanced multi-objective particle swarm optimization with competitive mechanism DOI
Y.L. Liu, Zhendong Sun, Yujie Wang

и другие.

Energy Conversion and Management, Год журнала: 2024, Номер 321, С. 119039 - 119039

Опубликована: Сен. 11, 2024

Язык: Английский

Процитировано

4

Optimizing hybrid electric vehicle coupling organic Rankine cycle energy management strategy via deep reinforcement learning DOI Creative Commons
Xuanang Zhang, Xuan Wang, Ping Yuan

и другие.

Energy and AI, Год журнала: 2024, Номер 17, С. 100392 - 100392

Опубликована: Июль 14, 2024

Trucks consume a lot of energy. Hybrid technology maintains long range while realizing energy savings. is therefore an effective energy-saving for trucks. Recovery engine waste heat through the organic Rankine cycle further enhances efficiency and provides thermal management. However, powertrain greatly increases complexity management system. In order to design system with high robustness, this study proposes deep reinforcement learning embedded rule-based This method optimises key parameters by inserting into it. Therefore, scheme combines good optimization effect excellent robustness rule. verify feasibility scheme, builds dynamic model carries out simulation study. Subsequently, hybrid semi physical experimental bench was constructed rapid control prototype carried out. The results show that can reduce consumption 4.31 % compared under C-WTVC driving cycle. addition, saving safe operation also be achieved other unfamiliar untrained cycles. shows has agreement in experiment simulation, which demonstrates potential real vehicle engineering applications promotes application learning.

Язык: Английский

Процитировано

3

Comparison of deep reinforcement learning-based energy management strategies for fuel cell vehicles considering economics, durability and adaptability DOI
Siyu Wang, Duo Yang,

Fuhui Yan

и другие.

Energy, Год журнала: 2024, Номер 307, С. 132771 - 132771

Опубликована: Авг. 10, 2024

Язык: Английский

Процитировано

3

Thermal management of fuel cell-battery electric vehicles: Challenges and solutions DOI Creative Commons
Aezid-Ul-Hassan Najmi, Abdul Wahab,

R. Prakash

и другие.

Applied Energy, Год журнала: 2025, Номер 387, С. 125635 - 125635

Опубликована: Март 5, 2025

Язык: Английский

Процитировано

0