{"title":"柔性机械臂输入跟踪控制的自适应生物算法控制器整定","authors":"H. Supriyono, M. Tokhi, B. A. M. Zain","doi":"10.1109/UKRICIS.2010.5898150","DOIUrl":null,"url":null,"abstract":"This paper discusses current work on the input tracking control of single-link flexible manipulator systems. Joint-based control (JBC) is tuned using bacterial foraging algorithm (BFA). The objective of the work is to investigate the performance of the BFA with adaptable chemotactic step size in the control of a flexible manipulator in comparison to the original BFA. Lagrange equation discretised by finite difference (FD) approach is used to represent the dynamics of the flexible manipulator, incorporating payload with flexible mode associated damping and hub inertia. The FD method is chosen because it can represent flexible manipulator dynamics adequately well. The impact of two different cost functions is examined and discussed. The controller performance is evaluated based on the hub-angle output in time-domain.","PeriodicalId":359942,"journal":{"name":"2010 IEEE 9th International Conference on Cyberntic Intelligent Systems","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Adaptive biologically-inspired algorithm-based controller tuning for input tracking control of flexible manipulators\",\"authors\":\"H. Supriyono, M. Tokhi, B. A. M. Zain\",\"doi\":\"10.1109/UKRICIS.2010.5898150\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses current work on the input tracking control of single-link flexible manipulator systems. Joint-based control (JBC) is tuned using bacterial foraging algorithm (BFA). The objective of the work is to investigate the performance of the BFA with adaptable chemotactic step size in the control of a flexible manipulator in comparison to the original BFA. Lagrange equation discretised by finite difference (FD) approach is used to represent the dynamics of the flexible manipulator, incorporating payload with flexible mode associated damping and hub inertia. The FD method is chosen because it can represent flexible manipulator dynamics adequately well. The impact of two different cost functions is examined and discussed. The controller performance is evaluated based on the hub-angle output in time-domain.\",\"PeriodicalId\":359942,\"journal\":{\"name\":\"2010 IEEE 9th International Conference on Cyberntic Intelligent Systems\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE 9th International Conference on Cyberntic Intelligent Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UKRICIS.2010.5898150\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE 9th International Conference on Cyberntic Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UKRICIS.2010.5898150","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Adaptive biologically-inspired algorithm-based controller tuning for input tracking control of flexible manipulators
This paper discusses current work on the input tracking control of single-link flexible manipulator systems. Joint-based control (JBC) is tuned using bacterial foraging algorithm (BFA). The objective of the work is to investigate the performance of the BFA with adaptable chemotactic step size in the control of a flexible manipulator in comparison to the original BFA. Lagrange equation discretised by finite difference (FD) approach is used to represent the dynamics of the flexible manipulator, incorporating payload with flexible mode associated damping and hub inertia. The FD method is chosen because it can represent flexible manipulator dynamics adequately well. The impact of two different cost functions is examined and discussed. The controller performance is evaluated based on the hub-angle output in time-domain.