{"title":"基于遗传算法的系统电压/无功集中控制","authors":"N. Nimpitiwan, C. Chaiyabut","doi":"10.1109/ISAP.2007.4441598","DOIUrl":null,"url":null,"abstract":"This paper proposes a genetic algorithm (GA) based centralized voltage and reactive power control strategy. The proposed strategy aims to prevent voltage fluctuations and/or unconvergence cases by coordinating the operation of voltage/ reactive power control equipments, such as on load tap changer (OLTC) of transformers, automatic voltage regulator (AVR) of distributed generations, and shunt capacitors (SCs). The problem is formulated as a combinatorial nonlinear optimization problem. That is, the setting of OLTC transformers and SCs are discrete control variables; the setting of AVR is a continuous variable. To validate the feasibility of the proposed technique, simulations of various operating conditions are conducted and compared with the decentralized voltage control strategy.","PeriodicalId":320068,"journal":{"name":"2007 International Conference on Intelligent Systems Applications to Power Systems","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"21","resultStr":"{\"title\":\"Centralized Control of System Voltage/Reactive Power Using Genetic Algorithm\",\"authors\":\"N. Nimpitiwan, C. Chaiyabut\",\"doi\":\"10.1109/ISAP.2007.4441598\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a genetic algorithm (GA) based centralized voltage and reactive power control strategy. The proposed strategy aims to prevent voltage fluctuations and/or unconvergence cases by coordinating the operation of voltage/ reactive power control equipments, such as on load tap changer (OLTC) of transformers, automatic voltage regulator (AVR) of distributed generations, and shunt capacitors (SCs). The problem is formulated as a combinatorial nonlinear optimization problem. That is, the setting of OLTC transformers and SCs are discrete control variables; the setting of AVR is a continuous variable. To validate the feasibility of the proposed technique, simulations of various operating conditions are conducted and compared with the decentralized voltage control strategy.\",\"PeriodicalId\":320068,\"journal\":{\"name\":\"2007 International Conference on Intelligent Systems Applications to Power Systems\",\"volume\":\"31 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"21\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2007 International Conference on Intelligent Systems Applications to Power Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISAP.2007.4441598\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 International Conference on Intelligent Systems Applications to Power Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISAP.2007.4441598","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Centralized Control of System Voltage/Reactive Power Using Genetic Algorithm
This paper proposes a genetic algorithm (GA) based centralized voltage and reactive power control strategy. The proposed strategy aims to prevent voltage fluctuations and/or unconvergence cases by coordinating the operation of voltage/ reactive power control equipments, such as on load tap changer (OLTC) of transformers, automatic voltage regulator (AVR) of distributed generations, and shunt capacitors (SCs). The problem is formulated as a combinatorial nonlinear optimization problem. That is, the setting of OLTC transformers and SCs are discrete control variables; the setting of AVR is a continuous variable. To validate the feasibility of the proposed technique, simulations of various operating conditions are conducted and compared with the decentralized voltage control strategy.