{"title":"具有性能、稳定性和鲁棒性预测的时变加权广义预测控制","authors":"H.M. Gomma, D. Owens","doi":"10.1109/CDC.1999.827930","DOIUrl":null,"url":null,"abstract":"This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.","PeriodicalId":137513,"journal":{"name":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1999-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Time varying weighting generalized predictive control (TGPC) with prediction to performance, stability and robustness\",\"authors\":\"H.M. Gomma, D. Owens\",\"doi\":\"10.1109/CDC.1999.827930\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.\",\"PeriodicalId\":137513,\"journal\":{\"name\":\"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-12-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CDC.1999.827930\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CDC.1999.827930","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Time varying weighting generalized predictive control (TGPC) with prediction to performance, stability and robustness
This paper presents an alternative approach to generalized predictive control (GPC) by introducing a new cost function. The main idea is to use a new time varying weighting function, which has the potential of reducing the amount of computation needed and providing better performance, stability and robustness compared with traditional GPC. To take full advantage of the new algorithm, a broad analysis is proposed to help the engineer in selecting suitable parameters without being entangled in trial and error, which could lead to difficulties in system operation.