{"title":"基于协同优化的串级反馈控制系统高效自主参数设计","authors":"Eitaro Kuroda, Hiroaki Noda, Y. Maeda, M. Iwasaki","doi":"10.1109/ICM54990.2023.10101957","DOIUrl":null,"url":null,"abstract":"In industrial servo systems, cascade feedback (FB)control systems are widely used for the high-speed and highaccuracy positioning control. In general, since the parameter design for the multiple controllers is a time-consuming task that requires expert skills for designers, development of an autonomous design method based on mathematical optimization becomes a major challenge. In this paper, a cooperative optimization method presented recently for single-loop FB controller design is applied to an example position/velocity cascade controller design for a laboratory piezoelectric-driven fast steering mirror, in comparison with the conventional autonomous design method based on a genetic algorithm (GA). In addition, a practical feasible initial parameter design method in cooperative optimization for the cascade controller design is newly presented to realize the efficient autonomous design.","PeriodicalId":416176,"journal":{"name":"2023 IEEE International Conference on Mechatronics (ICM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cooperative optimization-Based Efficient Autonomous Parameter Design for Cascade Feedback Control System\",\"authors\":\"Eitaro Kuroda, Hiroaki Noda, Y. Maeda, M. Iwasaki\",\"doi\":\"10.1109/ICM54990.2023.10101957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In industrial servo systems, cascade feedback (FB)control systems are widely used for the high-speed and highaccuracy positioning control. In general, since the parameter design for the multiple controllers is a time-consuming task that requires expert skills for designers, development of an autonomous design method based on mathematical optimization becomes a major challenge. In this paper, a cooperative optimization method presented recently for single-loop FB controller design is applied to an example position/velocity cascade controller design for a laboratory piezoelectric-driven fast steering mirror, in comparison with the conventional autonomous design method based on a genetic algorithm (GA). In addition, a practical feasible initial parameter design method in cooperative optimization for the cascade controller design is newly presented to realize the efficient autonomous design.\",\"PeriodicalId\":416176,\"journal\":{\"name\":\"2023 IEEE International Conference on Mechatronics (ICM)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE International Conference on Mechatronics (ICM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICM54990.2023.10101957\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Conference on Mechatronics (ICM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICM54990.2023.10101957","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Cooperative optimization-Based Efficient Autonomous Parameter Design for Cascade Feedback Control System
In industrial servo systems, cascade feedback (FB)control systems are widely used for the high-speed and highaccuracy positioning control. In general, since the parameter design for the multiple controllers is a time-consuming task that requires expert skills for designers, development of an autonomous design method based on mathematical optimization becomes a major challenge. In this paper, a cooperative optimization method presented recently for single-loop FB controller design is applied to an example position/velocity cascade controller design for a laboratory piezoelectric-driven fast steering mirror, in comparison with the conventional autonomous design method based on a genetic algorithm (GA). In addition, a practical feasible initial parameter design method in cooperative optimization for the cascade controller design is newly presented to realize the efficient autonomous design.