Home Journals Articles Updates About
CN
image
收藏切换
Research on Dual-Mode Energy Management Strategy for a Series Hybrid Electric Mine Truck
收藏切换
Yanyan LIANG1, Jichao LIU1, Zheng CHEN2, Hai YANG1
Chinese Journal of Automotive Engineering | 2024, 14(5) : 839 - 847
Less
收藏切换
Chinese Journal of Automotive Engineering | 2024, 14(5): 839-847
• Green and Low-Carbon Technologies Section •
Research on Dual-Mode Energy Management Strategy for a Series Hybrid Electric Mine Truck
Full
Yanyan LIANG1, Jichao LIU1, Zheng CHEN2, Hai YANG1
Affiliations
  • 1 Jiangsu Advanced Construction Machinery Innovation Center Ltd. Xuzhou 221000 China
  • 2 School of Materials and Physics China University of Mining and Technology Xuzhou 221116 China
doi: 10.3969/j.issn.2095–1469.2024.05.10
Outline
收藏切换

To fully utilize the energysaving and emissionreduction performance of the oilelectric hybrid system on mine truck, a dualmode energy management strategy (EMS) is proposed for a series hybrid electric mine truck. The back propagation neural network (BPNN) was used to construct the models of "optimal fuel consumption mode of engine" and "optimal efficiency mode of range extender" in this EMS. On this basis, a dualmode EMS was designed to adjust the power output of the range extender and battery pack, realizing the realtime adjustment of the energy consumption for the vehicle under complex working conditions. Finally, the proposed EMS was verified by hardware in the loop simulation with actual working condition data. The results show that compared with the rule strategy and equivalent consumption minimization strategy, the fuel saving rate of the dualmode EMS increases by 12.74% and 7.4% respectively, further improving the fuel saving performance of the realtime strategy.

series hybrid electric  /  mine truck  /  dual-mode  /  energy management strategy  /  back propagation neural network
梁岩岩, 刘吉超, 陈正, 杨海. 串联式混合动力矿卡双模能量管理策略研究. 汽车工程学报, 2024 , 14 (5) : 839 -847 . DOI: 10.3969/j.issn.2095–1469.2024.05.10
Yanyan LIANG, Jichao LIU, Zheng CHEN, Hai YANG. Research on Dual-Mode Energy Management Strategy for a Series Hybrid Electric Mine Truck[J]. Chinese Journal of Automotive Engineering, 2024 , 14 (5) : 839 -847 . DOI: 10.3969/j.issn.2095–1469.2024.05.10
Appendix
Less
Year 2024 volume 14 Issue 5
870
384
Cite this Article
BibTeX
Article Info
doi: 10.3969/j.issn.2095–1469.2024.05.10
  • Receive Date：2023-07-12
  • Online Date：2025-07-20
Article Data
Affiliations
History
  • Received：2023-07-12
  • Revised：2023-09-04
Funding
Affiliations
    1 Jiangsu Advanced Construction Machinery Innovation Center Ltd. Xuzhou 221000 China
    2 School of Materials and Physics China University of Mining and Technology Xuzhou 221116 China
References
Share
https://castjournals.cast.org.cn/joweb/qcgcxb/EN/10.3969/j.issn.2095–1469.2024.05.10
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
Genus		 种数
Number of
species		 占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT
Links
Articles
Latest Articles
Most Read
Collections
Updates
Events
News
Multimedia
About
About Us
Contact
No. 86 Xueyuan South Road, Haidian District, Beijing
100081
010-62662699(Operation and Technical Support)
qkjq@cast.org.cn

Copyright © 2025 China Association for Science and Technology. All rights reserved. For all open access content, the relevant licensing terms apply.
Sponsored by the Office of the Leading Group for Cybersecurity and Informatization of CAST, and supported by Science and Technology Review Publishing House