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Multi-threshold Energy Management Strategy for Trams with Capacity Configuration Optimization
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Fengyang GAO  Senior Member, CPSS1, Zhishan GAO1, Yaxin QIANG1, Guopeng HAN2
Journal of Power Supply | 2026, 24(1) : 280 - 288
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Journal of Power Supply | 2026, 24(1): 280-288
• Transportation Electrification •
Multi-threshold Energy Management Strategy for Trams with Capacity Configuration Optimization
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Fengyang GAO  Senior Member, CPSS1, Zhishan GAO1, Yaxin QIANG1, Guopeng HAN2
Affiliations
  • 1.School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
  • 2.CRRC Tangshan Co., Ltd., Tangshan 063035, China
Published: 2026-01-30 doi: 10.13234/j.issn.2095-2805.2026.1.280
Outline
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To improve the responsiveness, system efficiency and operation economy of a fuel cell/supercar-pacitor/lithium-ion battery hybrid energy storage system for trams, a multi-threshold energy management strategy for the hybrid energy storage system based on the operation states of trains is proposed. First, according to the actual operation states oftrains, different working conditions of tram driving are divided and multiple thresholds are set, so as to realize multi-media and multi-scenario power exchange and achieve real-time control of power allocation among energy sources of the energy storage system. At the same time, according to the physical characteristics of each energy storage medium, the supercapacitor is set to start as priority, thus reducing the number of cycles of lithium-ion batteries and extending the service life of the energy storage system. Second, the life cycle cost of the hybrid energy storage system is taken as an optimization objective, and the power of the energy storage system, energy demand and state-of-charge (SOC) of the lithium-ion battery and supercapacitor are used as constraints, so as to optimize the capacity configuration of the energy storage system and obtain the optimized capacity configuration parameters. Finally, the proposed strategy is compared with the fixed-threshold strategy and traditional equivalent consumption minimization strategy (ECMS). Results show that the proposed strategy is more reasonable in terms of power allocation of the hybrid energy storage system, and it can improve the system response speed. The SOC offset ranges of lithium-ion battery and supercapacitor are significantly improved. The hydrogen consumption is reduced by 1.47 kg and 0.81 kg compared with those under the fixed-threshold and ECMS strategies, respectively, indicating that the fuel economy is improved.

Hybrid energy storage system  /  tram  /  capacity configuration  /  energy management  /  life cycle
高锋阳中国电源学会高级会员, 高智山, 强雅昕, 韩国鹏. 计及容量配置优化的有轨电车多阈值能量管理策略. 电源学报, 2026 , 24 (1) : 280 -288 . DOI: 10.13234/j.issn.2095-2805.2026.1.280
Fengyang GAO, Zhishan GAO, Yaxin QIANG, Guopeng HAN. Multi-threshold Energy Management Strategy for Trams with Capacity Configuration Optimization[J]. Journal of Power Supply, 2026 , 24 (1) : 280 -288 . DOI: 10.13234/j.issn.2095-2805.2026.1.280
  • Key Project of the “14th Five-Year Plan” of the Major Special Projects of Science and Technology of CRRC(2021CXZ021)
  • Outstanding Graduate Students “Innovation Star” of Department of Education of Gansu Province(2023CXZX-616)
Year 2026 volume 24 Issue 1
42
2
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Article Info
doi: 10.13234/j.issn.2095-2805.2026.1.280
  • Receive Date:2023-05-04
  • Online Date:2026-10-26
  • Published:2026-01-30
Article Data
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History
  • Received:2023-05-04
  • Revised:2023-08-21
  • Accepted:2023-09-25
Funding
Key Project of the “14th Five-Year Plan” of the Major Special Projects of Science and Technology of CRRC(2021CXZ021)
Outstanding Graduate Students “Innovation Star” of Department of Education of Gansu Province(2023CXZX-616)
Affiliations
    1.School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
    2.CRRC Tangshan Co., Ltd., Tangshan 063035, China
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表12种不同金属材料的力学参数
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Family
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Number of
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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
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