Research on capacity optimization of micro-grid hybrid energy storage system based on simulated annealing artificial fish swarm algorithm with memory function

被引：3
|
作者：
An, Yuan [1 ]
Li, Jianing [1 ]
Chen, Cenyue [1 ]
机构：
[1] Xian Univ Technol, Elect Engn, Xian 710048, Shaanxi, Peoples R China
来源：
2020 INTERNATIONAL CONFERENCE ON ENERGY, ENVIRONMENT AND BIOENGINEERING (ICEEB 2020) | 2020年 / 185卷
关键词：
D O I：
10.1051/e3sconf/202018501023
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
The intermittence and uncertainty of wind power and photovoltaic power have hindered the large-scale development of both. Therefore, it is very necessary to properly configure energy storage devices in the wind-solar complementary power grid. For the hybrid energy storage system composed of storage battery and supercapacitor, the optimization model of hybrid energy storage capacity is established with the minimum comprehensive cost as the objective function and the energy saving and charging state as the constraints. A simulated annealing artificial fish school algorithm with memory function is proposed to solve the model. The results show that the hybrid energy storage system can greatly save costs and improve system economy.
引用
收藏
页数：6
相关论文
共 50 条
  • [31] Voltage Control Strategy of DC Micro-Grid Based on Hybrid Energy Storage
    Liu, Dan
    Zhang, Chenyu
    Zhang, Zhen
    Zheng, Jianyong
    Li, Qiang
    Yuan, Xiaodong
    INTERNATIONAL CONFERENCE ON MATERIALS PROCESSING AND MECHANICAL MANUFACTURING ENGINEERING (MPMME 2015), 2015, : 41 - 46
  • [32] Research of DC Micro-grid Photovoltaic Energy Storage System Control Strategy
    Liu, Li
    Wang, Yuechao
    Shi, Songjie
    Liu, Chang
    ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 2474 - 2480
  • [33] Multi objective particle swarm optimization of hybrid micro-grid system: A case study in Sweden
    Azaza, Maher
    Wallin, Fredrik
    ENERGY, 2017, 123 : 108 - 118
  • [34] Robust Hybrid Artificial Fish Swarm Simulated Annealing Optimization Algorithm for Secured Free Scale Networks against Malicious Attacks
    Keerthana, Ganeshan
    Anandan, Panneerselvam
    Nandhagopal, Nachimuthu
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (01): : 903 - 917
  • [35] Performance Improvement of Superconducting Magnetic Energy Storage Based ACO Controlled Hybrid Micro-Grid System
    Sarker, Md. Asif-Ur Rahman
    Islam, Md. Rafiqul
    2017 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL INFORMATION AND COMMUNICATION TECHNOLOGY (EICT 2017), 2017,
  • [36] Research on Micro-grid Voltage Stability Control Based on Supercapacitor Energy Storage
    Tang, Xisheng
    Deng, Wei
    Qi, Zhiping
    2009 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-3, 2009, : 1269 - 1274
  • [37] Capacity Optimal Configuration of Hybrid Energy Storage in Hybrid AC/DC Micro-grid Based on Ensemble Empirical Mode Decomposition
    Guo L.
    Wei B.
    Han X.
    Li W.
    Han, Xiaoqing (hanxiaoqing@tyut.edu.cn), 1600, Science Press (46): : 527 - 537
  • [38] Research on Hybrid Energy Storage by Super Capacitor-Battery and Control Strategy for Intelligence Micro-Grid System
    Liu, Wenzhou
    Liu, Xun
    Du, Bo
    Jiang, Zhihong
    Cui, Hong
    Gao, Qiaoyun
    Wei, Yancheng
    Li, Ning
    Xi, Dengkao
    Liu, Chang
    2016 IEEE 2ND ANNUAL SOUTHERN POWER ELECTRONICS CONFERENCE (SPEC), 2016,
  • [39] Research on Power Grid Fault Diagnosis Based on Artificial Fish Swarm Algorithm
    Liang, Chen
    Tong, Xiaoyang
    PROCEEDINGS OF 2017 2ND INTERNATIONAL CONFERENCE ON POWER AND RENEWABLE ENERGY (ICPRE), 2017, : 1047 - 1051
  • [40] Multi-objective economic optimization scheduling of CCHP micro-grid based on improved bee colony algorithm considering the selection of hybrid energy storage system
    Shan, JiaNan
    Lu, RenXiang
    ENERGY REPORTS, 2021, 7 : 326 - 341
12345