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一种嵌入改进海鸥算法的水光储鲁棒控制研究

王聪 赵杰 李亮 卢玉舟 师浩琪 钱晶 曹飞

电力系统保护与控制2023,Vol.51Issue(24):143-153,11.
电力系统保护与控制2023,Vol.51Issue(24):143-153,11.DOI:10.19783/j.cnki.pspc.230389

一种嵌入改进海鸥算法的水光储鲁棒控制研究

Robust control of water and light storage embedded in an improved seagull optimization algorithm

王聪 1赵杰 1李亮 2卢玉舟 2师浩琪 1钱晶 3曹飞3

作者信息

  • 1. 国网河北省电力有限公司石家庄供电公司,河北 石家庄 050051
  • 2. 国网河北省电力有限公司平山县供电分公司,河北 石家庄 050400
  • 3. 昆明理工大学冶金与能源工程学院,云南 昆明 650093
  • 折叠

摘要

Abstract

Photovoltaic power generation is intermittent,volatile and difficult to predict,so it needs to be complemented with other energy sources.A common approach is to build water-light storage microgrid systems using the fast response of hydro units and the flexible and efficient compensation of energy storage batteries.However,such systems have strongly non-linear characteristics and a key issue for their stability is frequency control.To address this problem,this paper designs a hybrid H2/H∞ robust controller based on multi-objective H∞ theory,with the main objective of suppressing frequency oscillations in transient states.The improved seagull algorithm(ISOA)obtained by chaotic initialization and parameter improvement of the algorithm is embedded in the controller.ISOA is used to optimize the weighted matrix coefficients and norm weights of H2/H∞ robust control,and finally the optimal hybrid ISOA-H2/H∞ robust controller is obtained.The simulation results show that the designed ISOA-H2/H∞ robust controller can ensure the frequency stability of the system under power disturbance and parameter perturbation,and has satisfactory dynamic characteristics.

关键词

水光储微电网/频率控制/暂态稳定性/ISOA-H2/H∞混合鲁棒控制器/改进海鸥算法

Key words

hydropower-photovoltaic-energy storage microgrid/frequency control/transient stability/ISOA-H2/H∞ hybrid robust controller/improved seagull optimization algorithm

引用本文复制引用

王聪,赵杰,李亮,卢玉舟,师浩琪,钱晶,曹飞..一种嵌入改进海鸥算法的水光储鲁棒控制研究[J].电力系统保护与控制,2023,51(24):143-153,11.

基金项目

This work is supported by the National Natural Science Foundation of China(No.52269020). 国家自然科学基金项目资助(52269020) (No.52269020)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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