Electric Power ›› 2019, Vol. 52 ›› Issue (5): 104-112.DOI: 10.11930/j.issn.1004-9649.201805113

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Hybrid Energy Storage DC Power Supply System Based on PSO-NM

ZHAO Xinxin1, XIA Xiangyang1, ZENG Xiaoyong1, Li Xinhai2, YANG Mingsheng1, HUANG Zhi1, WANG Zhixing2   

  1. 1. School of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha 410114, China;
    2. School of Metallurgy and Environment, Central South Universty, Changsha 410083, China
  • Received:2018-05-21 Revised:2018-09-17 Online:2019-05-05 Published:2019-05-14
  • Supported by:
    This work is supported by National Natural Science Foundation of China (No.51307009).

Abstract: DC operation power source is commonly supplied by lead-acid batteries. This method is characterized by slow response speed to high-frequency equipment and environmental contamination. To deal with this problem, the paper proposes a novel hybrid DC power supply system, which consists of lithium batteries and super conductors. A novel energy management strategy, which uses the SOC feedback of the superconductor to limit the power output of the lithium battery, is also presented. The proposed energy management strategy, which is achieved by particle swarm optimization (initially proposed by Nelder Mead), can effectively reduce the instantaneous power output of the lithium battery, thus extending the life span of the equipment. The validity of the proposed approach is demonstrated and verified by Matlab/Simulink and field experiment. Experimental results suggest that the response speed is fast when the proposed strategy is adopted, thus indicating good reliability and engineering value.

Key words: DC power supply, lithium battery, super-capacitor, energy storage system, particle swarm optimization-nelder mead (PSO-NM), power limit

CLC Number: