• CSCD核心库收录期刊
  • 中文核心期刊
  • 中国科技核心期刊

电力建设 ›› 2019, Vol. 40 ›› Issue (4): 26-33.doi: 10.3969/j.issn.1000-7229.2019.04.004

• 交直流电网规划与运行关键技术·栏目主持 郑建勇教授· • 上一篇    下一篇

基于改进鲸鱼算法的混合直流输电系统控制参数优化方法

刘其朴1,汤晓晨2,3,杨佳2,3,孙国强1,卫志农1   

  1. 1.河海大学能源与电气学院,南京市 210098;2.智能电网保护和运行控制国家重点实验室,南京市 211106;3.南瑞集团有限公司,南京市 211106
  • 出版日期:2019-04-01
  • 作者简介:刘其朴(1993),男,硕士研究生,主要从事高压直流输电控制方面的研究工作; 汤晓晨(1987),女,硕士,主要从事电力电子、电力系统自动化方面的研究工作; 杨佳 (1993),女,硕士,主要从事高压直流输电控制方面的研究工作; 孙国强 (1972),男,副教授,主要从事高压直流输电控制方面的研究工作; 卫志农 (1962),男,教授,主要从事高压直流输电控制方面的研究工作。
  • 基金资助:
    2017年智能电网保护和运行控制国家重点实验室资助项目

PI Parameters Optimization Based on Improved Whales Optimization Algorithm for Hybrid High Voltage Direct Current System

LIU Qipu1, TANG Xiaochen2,3, YANG Jia2,3, SUN Guoqiang1, WEI Zhinong1   

  1. 1. College of Energy and Electrical Engineering, Hohai University, Nanjing 210098,China;2. State Key Laboratory of Smart Grid Protection and Control, Nanjing 211106, China;3. NARI Group Corporation, Nanjing 211106, China
  • Online:2019-04-01
  • Supported by:
    This work is supported by State Key Laboratory of Smart Grid Protection and Control.

摘要: 混合直流输电系统结合了传统电网换相换流器和电压源换流器的优点,具有广泛的应用前景。为解决混合直流输电系统控制参数优化问题,引入一种新型的元启发式算法——鲸鱼算法。针对算法全局搜索能力较差的问题,引入混合优化理论,利用模拟退火和联赛选择机制对其进行了改进,改进算法有效平衡了全局搜索与局部开发能力,降低了对参数选择的依赖性。以双极型两端混合直流输电测试系统为研究对象,采用改进鲸鱼算法优化整流侧定电流控制中的比例积分(proportional integra,PI)参数和逆变侧dq轴双环控制器的PI参数,并通过MATLAB和PSCAD软件联合仿真实现该算法。算例结果表明,相比于原始鲸鱼算法和粒子群算法,所提算法具有更高收敛精度,有效优化了控制系统的参数,提升了混合直流输电系统的指令跟踪能力。

关键词: 混合直流输电, 鲸鱼算法, 参数优化, 模拟退火, 混合优化, 联合仿真

Abstract: The hybrid high-voltage direct current (Hybrid HVDC) transmission system combines the advantages of LCC and VSC which has a wide range of application prospects. In order to solve the optimization problem of control parameters for hybrid HVDC transmission system, a new meta-heuristic algorithm, named whale optimization algorithm, is introduced. Aiming at the problem of poor exploration, the hybrid optimization theory is introduced, using simulated annealing and tournament selection mechanism to effectively balance the exploration and exploitation, and reduce the reliance on parameter selection. In this paper, a bipolar hybrid DC transmission test system is taken as the research object. The improved whale algorithm is used to optimize the PI parameters for constant current control and d-q axes double loop controller in rectifier and inverter, respectively. Those were achieved by combined simulation in MATLAB and PSCAD. The results show that, compared with the native WOA and particle swarm optimization algorithm, the proposed algorithm has higher convergence accuracy to realizes the parameter optimization and improve the tracking ability effectively.

Key words: hybrid HVDC , transmission, whale optimization algorithm, parameters optimization, simulated annealing, hybrid optimization, combined simulation

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