Configuration Method for Fault Current Limiter Based on Improved Biogeography-based Optimization Algorithm with Second Mutation

Yuansheng LIANG; Lixin CHEN; Haifeng LI; Gang WANG; Dehui ZENG; Zhejie HUANG

doi:10.7500/AEPS20190408009

您当前的位置：

首页 >

文章列表页 >

Configuration Method for Fault Current Limiter Based on Improved Biogeography-based Optimization Algorithm with Second Mutation

Application Research | 更新时间：2020-07-14

- Configuration Method for Fault Current Limiter Based on Improved Biogeography-based Optimization Algorithm with Second Mutation
- Automation of Electric Power Systems Vol. 44, Issue 1, Pages: 183-191(2020)
- 作者机构：
  
  华南理工大学电力学院，广东省广州市 510641
- 作者简介：
- 基金信息：
- DOI：10.7500/AEPS20190408009
  CLC：
- Received：08 April 2019，
  
  Revised：2019-08-07，
  
  Published Online：11 November 2019，
  
  Published：10 January 2020
- 稿件说明：
移动端阅览
梁远升,陈礼昕,李海锋等.基于二次变异改进生物地理学优化算法的限流器配置方法[J].电力系统自动化,2020,44(01):183-191.

LIANG Yuansheng,CHEN Lixin,LI Haifeng,et al.Configuration Method for Fault Current Limiter Based on Improved Biogeography-based Optimization Algorithm with Second Mutation[J].Automation of Electric Power Systems,2020,44(01):183-191.
梁远升,陈礼昕,李海锋等.基于二次变异改进生物地理学优化算法的限流器配置方法[J].电力系统自动化,2020,44(01):183-191. DOI： 10.7500/AEPS20190408009.

LIANG Yuansheng,CHEN Lixin,LI Haifeng,et al.Configuration Method for Fault Current Limiter Based on Improved Biogeography-based Optimization Algorithm with Second Mutation[J].Automation of Electric Power Systems,2020,44(01):183-191. DOI： 10.7500/AEPS20190408009.

摘要

针对开关型限流器的优化配置问题，为准确评估限流器动作后的限制效果，建立了断路器的最大开断电流与限流器配置的数学关联模型，在此基础上以各支路两侧安装限流器的电抗值为优化变量，以区域电网配置限流器的单位成本限流效果最大化为优化目标，以母线短路电流、断路器最大开断电流以及单个限流器的限流电抗为约束条件，建立限流器优化配置模型。以余弦迁移模型和柯西变异的生物地理学优化（BBO）算法为基础，并针对优化变量中相邻维度对适应度函数影响相近的特点，在算法中引入相邻维度间的二次变异操作，提出了基于适用于限流器优化配置的二次变异改进BBO算法。以某500 kV区域电网为例，进行限流器优化配置；为了验证所提改进BBO算法的优化性能，运用多个不同优化算法对限流器优化配置模型进行求解，优化结果表明，改进BBO算法具有较好的收敛速度、稳定性以及寻优能力。

Abstract

According to the optimal reconfiguration issues of switch type fault current limiter (FCL)

a mathematical relevance model of maximum braking current of circuit breaker (CB) and reconfiguration of FCL is established to precisely evaluate the limiting effect after fault current limiter operates. On this basis

taking reactance values of FCL installed on two sides of each branch as optimal variables

and the best current limiting effect of per unit cost of FCL as an objective function

an configuration optimal model of FCL is constructed

in which the constraints of short-circuit current of buses

the maximum breaking current of CB and the maximum reactance of each FCL are considered. After that

the biogeography-based optimization (BBO) algorithm based on sinusoidal migration model and Cauchy mutation is adopted. Considering that the adjacent dimensions in optimization variables have similar influence on objective function

the second mutation operation between adjacent dimensions is introduced into the optimal algorithm and an improved BBO algorithm based on second mutation is proposed. Finally

in order to verify the performance of the proposed improved BBO algorithm

different optimization algorithms are applied to solve the optimal configuration model of FCL which takes a 500 kV regional power grid as an example. The results show that the improved BBO algorithm has better convergence rate

stability and searching ability.

关键词

Keywords

references

陈丽莉，黄民翔，张弘，等 . 电网限流措施的优化配置 [J]. 电力系统自动化， 2009 ， 33 ( 11 )： 38 - 42 .

CHEN Lili , HUANG Minxiang , ZHANG Hong , et al . An optimization strategy for limiting short circuit current [J]. Automation of Electric Power Systems , 2009 , 33 ( 11 ): 38 - 42 .

孙奇珍，蔡泽祥，李爱民 . 500 kV电网短路电流超标机理及限制措施适应性 [J]. 电力系统自动化， 2009 ， 33 ( 21 )： 92 - 96 .

SUN Qizhen , CAI Zexiang , LI Aimin , et al . A short-circuit current over-limited mechanism of 500 kV power system and the adaptability of limiting measures [J]. Automation of Electric Power Systems , 2009 , 33 ( 21 ): 92 - 96 .

艾绍贵 , 高峰 , 黄永宁 , 等 . 断路器型零损耗故障限流装置的研制及试验 [J]. 南方电网技术 , 2015 , 9 ( 4 ): 103 - 108 .

AI Shaogui , GAO Feng , HUANG Yongning , et al . Development and experiment of breaker-type zero-loss fault current limiter [J]. Southern Power System Technology , 2015 , 9 ( 4 ): 103 - 108 .

艾绍贵 , 高峰 , 黄永宁 , 等 . 330 kV开关型零损耗故障限流装置的研制及人工短路试验 [J]. 智能电网 , 2015 , 3 ( 4 ): 354 - 359 .

AI Shaogui , GAO Feng , HUANG Yongning , et al . Development and short-circuit experiment of 330 kV switch-type no-loss fault current limiter [J]. Smart Grid , 2015 , 3 ( 4 ): 354 - 359 .

郭京 . 基于快速开关的故障限流器及其节能应用研究 [D]. 北京：华北电力大学， 2017 .

GUO Jing . Research on fault current limiter based on fast switching technology and its energy saving application [D]. Beijing : North China Electric Power University , 2017 .

TENG J H , LU C N . Optimum fault current limiter placement with search space reduction technique [J]. IET Generation , Transmission & Distribution , 2010 , 4 ( 4 ): 485 .

陈柏超，魏亮亮，雷洋 , 等 . 基于免疫算法的高温超导故障限流器Pareto多目标优化配置 [J]. 电网技术， 2015 ， 39 ( 5 )： 1343 - 1350 .

CHEN Baichao , WEI Liangliang , LEI Yang , et al . Immune algorithm based Pareto multi-objective optimal allocation of high temperature superconductor-fault current limiters [J]. Power System Technology , 2015 , 39 ( 5 ): 1343 - 1350 .

BAHRAMIAN H H , AZAD-FARSANI E , ASKARIAN A H . A novel method for optimum fault current limiter placement using particle swarm optimization algorithm [J]. International Transactions on Electrical Energy Systems , 2015 , 25 ( 10 ): 2124 - 2132 .

KIM S Y , KIM W W , KIM J O . Determining the location of superconducting fault current limiter considering distribution reliability [J]. IET Generation , Transmission & Distribution , 2012 , 6 ( 3 ): 240 .

胡文旺，卫志农 , 孙国强 , 等 . 基于灵敏度法的超导故障限流器的优化配置 [J]. 电力系统自动化， 2012 ， 36 ( 22 )： 62 - 67 .

HU Wenwang , WEI Zhinong , SUN Guoqiang , et al . Optimal allocation of superconducting fault current limiters based on sensitivity method [J]. Automation of Electric Power Systems , 2012 , 36 ( 22 ): 62 - 67 .

ALARAIFI S , EL MOURSI M S , ZEINELDIN H H . Optimal allocation of HTS-FCL for power system security and stability enhancement [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 4 ): 4701 - 4711 .

蒋平 , 茅嘉毅 , 胡伟 . 考虑暂态稳定约束的串联电抗器优化配置 [J]. 电力自动化设备， 2011 ， 31 ( 11 )： 38 - 42 .

JIANG Ping , MAO Jiayi , HU Wei . Optimal allocation of series reactors with transient stability constraint [J]. Electric Power Automation Equipment , 2011 , 31 ( 11 ): 38 - 42 .

应林志，刘天琪，王建全 . 基于改造粒子群游的超高压故障限流器全局优化配置算法 [J]. 电力自动化设备， 2018 ， 38 ( 2 )： 145 - 152 .

YING Linzhi , LIU Tianqi , WANG Jianquan . Global optimization algorithm for fault current limiter configuration based on rearranged particle swarm optimization [J]. Electric Power Automation Equipment , 2018 , 38 ( 2 ): 145 - 152 .

应林志，王建全 , 陈迅 , 等 . 广东电网超高压短路限流器优化配置方案 [J]. 电力系统自动化， 2012 ， 36 ( 4 )： 96 - 100 .

YING Linzhi , WANG Jianquan , CHEN Xun , et al . An optimal configuration scheme for ultra-high voltage short-circuit current limiter in Guangdong power grid [J]. Automation of Electric Power Systems , 2012 , 36 ( 4 ): 96 - 100 .

叶承晋 , 黄民翔 , 陈丽莉 , 等 . 基于并行非支配排序遗传算法的限流措施多目标优化 [J]. 电力系统自动化 , 2013 , 37 ( 2 ): 49 - 55 .

YE Chengjin , HUANG Minxiang , CHEN Lili , et al . Multi-objective current limiters configuration based on parallel fast and elitist non-dominated sorting genetic algorithm-Ⅱ [J]. Automation of Electric Power Systems , 2013 , 37 ( 2 ): 49 - 55 .

YANG H T , TANG W , LUBICKI P , et al . Placement of fault current limiters in power system through a two-stage optimization approach [J]. IEEE Transactions on Power Delivery , 2018 , 33 ( 1 ): 131 - 140 .

YU P , VENKATESH B , YAZDANI A , et al . Optimal location and sizing of fault current limiters in mesh networks using iterative mixed integer nonlinear programming [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 6 ): 4776 - 4783 .

何仰赞，温增银 . 电力系统分析 [M]. 武汉：华中科技大学出版社， 2002 .

HE Yangzan , WEN Zengyin . Power system analysis [M]. Wuhan : Huazhong University of Science and Technology Press , 2002 .

娄杰 , 李庆民 , 肖茂友 , 等 . 基于快速开关的串联谐振型故障限流器的仿真 [J]. 高电压技术 , 2006 ， 32 ( 5 ): 80 - 83 .

LOU Jie , LI Qingmin , XIAO Maoyou , et al . Simulation of a series resonant type FCL based on fast transfer switch [J]. High Voltage Engineering , 2006 , 32 ( 5 ): 80 - 83 .

SIMON D . Biogeography-based optimization [J]. IEEE Transactions on Evolutionary Computation , 2008 , 12 ( 6 ): 702 - 713 .

BOUSSAÏD I , CHATTERJEE A , SIARRY P , et al . Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO) [J]. Computers & Operations Research , 2011 , 38 ( 8 ): 1188 - 1198 .

GONG W Y , CAI Z H , LING C X . DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization [J]. Soft Computing , 2010 , 15 ( 4 ): 645 - 665 .

陈道君 , 龚庆武 , 乔卉 , 等 . 采用改进生物地理学算法的风电并网电力系统多目标发电调度 [J]. 中国电机工程学报 , 2012 , 32 ( 31 ): 150 - 158 .

CHEN Daojun , GONG Qingwu , QIAO Hui , et al . Multi-objective generation dispatching for wind power integrated system adopting improved biogeography-based optimization algorithm [J]. Proceedings of the CSEE , 2012 , 32 ( 31 ): 150 - 158 .

MA H P . An analysis of the equilibrium of migration models for biogeography-based optimization [J]. Information Sciences , 2010 , 180 ( 18 ): 3444 - 3464 .

GONG W Y , CAI Z H , LING C X , et al . A real-coded bio-geography-based optimization with mutation [J]. Applied Mathematics and Computation , 2010 , 216 ( 9 ): 2749 - 2758 .

张国辉 , 聂黎 , 张利平 . 生物地理学优化算法理论及其应用研究综述 [J]. 计算机工程与应用 , 2015 , 51 ( 3 ): 12 - 17 .

ZHANG Guohui , NIE Li , ZHANG Liping . Review on bi-geography-based optimization algorithm and applications [J]. Computer Engineering and Applications , 2015 , 51 ( 3 ): 12 - 17 .

茅嘉毅 , 蒋平 , 胡伟 . 采用粒子群算法优化配置限流电抗器的研究及应用 [J]. 江苏电机工程 , 2010 , 29 ( 5 ): 21 - 25 .

MAO Jiayi , JIANG Ping , HU Wei . Research on optimal location of CLI using PSO algorithm and its application [J]. Jiangsu Electrical Engineering , 2010 , 29 ( 5 ): 21 - 25 .

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Transient Control Method for Grid-forming Direct-drive Wind Turbine Unit Based on DC Voltage Synchronization

Practical Calculation Method for Fault Steady-state Current in Inverter-interfaced Generator Stations

Multi-machine Characterization Method for DFIG Wind Farms Considering Difference of Control Switching Modes of Rotor-side Converters

Related Author

DENG Zhenyan

WANG Han

ZHOU Shaoze

CAO Yunfeng

Wang Wei

CAI Xu

TANG Yafang

SONG Guobing

Related Institution

State Grid Electric Power Research Institute (NARI Group Corporation)

Key Laboratory of Control of Power Transmission and Conversion, Ministry of Education (Shanghai Jiao Tong University)

School of Electric Engineering, Xi’an Jiaotong University

School of Electric Engineering, Guizhou University

College of Electrical and Information Engineering, Hunan University

⁰