S. Nishizawa, T. Satoh, N. Saito, J. Nagase, N. Saga
{"title":"考虑初始群体稳定性的ABC算法未知输入估计器设计","authors":"S. Nishizawa, T. Satoh, N. Saito, J. Nagase, N. Saga","doi":"10.1109/IECON48115.2021.9589626","DOIUrl":null,"url":null,"abstract":"We propose a design method of a novel unknown-input estimator (UIE) based on artificial bee colony (ABC) algorithm considering the stability of the initial colony. To ensure that every bee in the initial colony results in a stable UIE system, we modify the computation. The modification include the reformulation of the UIE and a limited choice of the subsystem. The numerical example shows that the proposed design method can design the UIE more efficiently than the existing method.","PeriodicalId":443337,"journal":{"name":"IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of ABC algorithm-based Unknown-Input Estimator considering stability of initial colony\",\"authors\":\"S. Nishizawa, T. Satoh, N. Saito, J. Nagase, N. Saga\",\"doi\":\"10.1109/IECON48115.2021.9589626\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We propose a design method of a novel unknown-input estimator (UIE) based on artificial bee colony (ABC) algorithm considering the stability of the initial colony. To ensure that every bee in the initial colony results in a stable UIE system, we modify the computation. The modification include the reformulation of the UIE and a limited choice of the subsystem. The numerical example shows that the proposed design method can design the UIE more efficiently than the existing method.\",\"PeriodicalId\":443337,\"journal\":{\"name\":\"IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IECON48115.2021.9589626\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IECON48115.2021.9589626","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design of ABC algorithm-based Unknown-Input Estimator considering stability of initial colony
We propose a design method of a novel unknown-input estimator (UIE) based on artificial bee colony (ABC) algorithm considering the stability of the initial colony. To ensure that every bee in the initial colony results in a stable UIE system, we modify the computation. The modification include the reformulation of the UIE and a limited choice of the subsystem. The numerical example shows that the proposed design method can design the UIE more efficiently than the existing method.