{"title":"A tool for optimal PSS tuning for the Colombian power system","authors":"N. Castrillón, H. M. Sanchez, J. Á. Perez","doi":"10.1109/TDC.2014.6863543","DOIUrl":null,"url":null,"abstract":"This work presents the development and comparison of three heuristics optimization algorithms to adjust the parameters of power system stabilizers (PSS). These methods are Tabu Search, PSO (Particle Swarm Optimization) and EPSO (Evolutionary Particle Swarm Optimization). The performance of these techniques is evaluated in terms of improvement in the system damping of Colombian power system oscillations, through simulations in Matlab and DigSilent Power Factory. The cost function for every algorithm is based on the minimization of the phase lag between the Automatic Voltage Regulator, and the electrical torque. This approach, supported in the frequency domain analysis, ensures the best performance of the PSS along a very wide range of oscillation modes avoiding high time consuming analytical calculations and improving Colombian power system stability margins.","PeriodicalId":161074,"journal":{"name":"2014 IEEE PES T&D Conference and Exposition","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE PES T&D Conference and Exposition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TDC.2014.6863543","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This work presents the development and comparison of three heuristics optimization algorithms to adjust the parameters of power system stabilizers (PSS). These methods are Tabu Search, PSO (Particle Swarm Optimization) and EPSO (Evolutionary Particle Swarm Optimization). The performance of these techniques is evaluated in terms of improvement in the system damping of Colombian power system oscillations, through simulations in Matlab and DigSilent Power Factory. The cost function for every algorithm is based on the minimization of the phase lag between the Automatic Voltage Regulator, and the electrical torque. This approach, supported in the frequency domain analysis, ensures the best performance of the PSS along a very wide range of oscillation modes avoiding high time consuming analytical calculations and improving Colombian power system stability margins.
本文介绍了三种启发式优化算法的发展和比较,以调整电力系统稳定器的参数。这些方法分别是禁忌搜索、粒子群优化和进化粒子群优化。通过Matlab和DigSilent power Factory的仿真,对这些技术的性能进行了评估,以改善哥伦比亚电力系统振荡的系统阻尼。每一种算法的代价函数都是基于自动稳压器与电转矩之间相位滞后的最小化。这种方法在频域分析的支持下,确保了PSS在很宽的振荡模式范围内的最佳性能,避免了耗时的分析计算,提高了哥伦比亚电力系统的稳定裕度。