{"title":"并联模拟退火控制谐波电压畸变","authors":"H. Mori, K. Takeda","doi":"10.1109/ANN.1993.264328","DOIUrl":null,"url":null,"abstract":"This paper proposes a method for controlling the voltage total harmonic distortion (THD) with a parallel simulated annealing technique. The nonlinear relationship between voltage harmonics and the voltage THD is identified using the revised group method of data handling (RGMDH) based on the self-organization technique. The voltage THD is controlled by some feature variables to decrease harmonic distortion. A simulated annealing (SA) technique is applied to minimize the voltage distortion factor. SA is a stochastic optimization method based on a physical annealing phenomenon. In order to obtain better solutions, this paper proposes a parallel simulated annealing (PSA) technique. PSA is a useful method because of the multi-point search. The effectiveness of the proposed method is demonstrated with test data.<<ETX>>","PeriodicalId":121897,"journal":{"name":"[1993] Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems","volume":"60 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Control of harmonic voltage distortion with parallel simulated annealing\",\"authors\":\"H. Mori, K. Takeda\",\"doi\":\"10.1109/ANN.1993.264328\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a method for controlling the voltage total harmonic distortion (THD) with a parallel simulated annealing technique. The nonlinear relationship between voltage harmonics and the voltage THD is identified using the revised group method of data handling (RGMDH) based on the self-organization technique. The voltage THD is controlled by some feature variables to decrease harmonic distortion. A simulated annealing (SA) technique is applied to minimize the voltage distortion factor. SA is a stochastic optimization method based on a physical annealing phenomenon. In order to obtain better solutions, this paper proposes a parallel simulated annealing (PSA) technique. PSA is a useful method because of the multi-point search. The effectiveness of the proposed method is demonstrated with test data.<<ETX>>\",\"PeriodicalId\":121897,\"journal\":{\"name\":\"[1993] Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems\",\"volume\":\"60 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1993-04-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"[1993] Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ANN.1993.264328\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"[1993] Proceedings of the Second International Forum on Applications of Neural Networks to Power Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANN.1993.264328","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Control of harmonic voltage distortion with parallel simulated annealing
This paper proposes a method for controlling the voltage total harmonic distortion (THD) with a parallel simulated annealing technique. The nonlinear relationship between voltage harmonics and the voltage THD is identified using the revised group method of data handling (RGMDH) based on the self-organization technique. The voltage THD is controlled by some feature variables to decrease harmonic distortion. A simulated annealing (SA) technique is applied to minimize the voltage distortion factor. SA is a stochastic optimization method based on a physical annealing phenomenon. In order to obtain better solutions, this paper proposes a parallel simulated annealing (PSA) technique. PSA is a useful method because of the multi-point search. The effectiveness of the proposed method is demonstrated with test data.<>