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Energy Management in Composite Power Supply Based on Wavelet Transform and Fuzzy Control
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Jiangkun SHI, Caiying SHEN, Xin CHEN
Chinese Journal of Automotive Engineering | 2024, 14(1) : 14 - 23
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Chinese Journal of Automotive Engineering | 2024, 14(1): 14-23
Low-Carbon Technologies Setion
Energy Management in Composite Power Supply Based on Wavelet Transform and Fuzzy Control
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Jiangkun SHI, Caiying SHEN, Xin CHEN
Affiliations
  • Liaoning University of Technology Jinzhou 121001 China
doi: 10.3969/j.issn.2095-1469.2024.01.02
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Focusing on a hybrid electric vehicle equipped with a lithium battery and supercapacitor, the paper establishes a realtime wavelet transformfuzzy control energy management control strategy. The objective is to enable the supercapacitor to handle high frequency signals at a reasonable state of charge (SOC) and the lithium battery to manage low frequency signals, all under the premise of satisfying dynamic performance requirements. Secondly, the vehicle model was developed based on Matlab/Simulink and ADVISOR software, and simulation tests were carried out under NEDC cycle conditions. The simulation results show that, compared with the single lithium battery, the peak driving current of the lithium battery in the composite power supply is reduced by 20.68% and its lifespan is increased by 16.75% under the wavelet transformfuzzy control strategy. Finally, a scaleddown experimental platform of the composite power system was built and tested under NEDC conditions. The experimental results show that the proposed control strategy effectively manages the energy of the hybrid electric vehicle.

electric vehicle  /  wavelet transform  /  fuzzy control  /  composite power supply
Jiangkun SHI, Caiying SHEN, Xin CHEN. Energy Management in Composite Power Supply Based on Wavelet Transform and Fuzzy Control[J]. Chinese Journal of Automotive Engineering, 2024 , 14 (1) : 14 -23 . DOI: 10.3969/j.issn.2095-1469.2024.01.02
Year 2024 volume 14 Issue 1
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Article Info
doi: 10.3969/j.issn.2095-1469.2024.01.02
  • Receive Date:2023-06-09
  • Online Date:2025-07-21
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  • Received:2023-06-09
  • Revised:2023-07-28
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    Liaoning University of Technology Jinzhou 121001 China
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https://castjournals.cast.org.cn/joweb/qcgcxb/EN/10.3969/j.issn.2095-1469.2024.01.02
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表12种不同金属材料的力学参数

Family
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Number of
genus
种数
Number of
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占总种数比例
Percentage of
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种数
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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