{"title":"基于最小方差无偏扰动和状态联合估计的离散时间等效输入扰动方法","authors":"Mingyuan Xie;Jinhua She;Zhen-Tao Liu;Daiki Sato;Seiichi Kawata","doi":"10.1109/TII.2024.3488794","DOIUrl":null,"url":null,"abstract":"This article develops a discrete-time equivalent-input-disturbance (EID) approach that rejects disturbances for a plant. A control system based on the approach includes a simultaneous EID and state estimation algorithm, which is newly presented by applying the minimum-variance unbiased estimation technique. Compared with a conventional EID estimator, the presented algorithm does not need to design a filter, which avoids the degradation of the performance of a control system due to improper selection of the filter parameters. Three theorems are presented to guarantee the stability of the presented algorithm. In addition, a method of designing a control law employing the state and EID estimates is explained. Speed control experiments for a two-mass experimental system demonstrate the validity of the approach.","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"21 2","pages":"1843-1852"},"PeriodicalIF":9.8000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Discrete-Time Equivalent-Input-Disturbance Approach Based on Joint Minimum-Variance Unbiased Disturbance and State Estimation\",\"authors\":\"Mingyuan Xie;Jinhua She;Zhen-Tao Liu;Daiki Sato;Seiichi Kawata\",\"doi\":\"10.1109/TII.2024.3488794\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article develops a discrete-time equivalent-input-disturbance (EID) approach that rejects disturbances for a plant. A control system based on the approach includes a simultaneous EID and state estimation algorithm, which is newly presented by applying the minimum-variance unbiased estimation technique. Compared with a conventional EID estimator, the presented algorithm does not need to design a filter, which avoids the degradation of the performance of a control system due to improper selection of the filter parameters. Three theorems are presented to guarantee the stability of the presented algorithm. In addition, a method of designing a control law employing the state and EID estimates is explained. Speed control experiments for a two-mass experimental system demonstrate the validity of the approach.\",\"PeriodicalId\":13301,\"journal\":{\"name\":\"IEEE Transactions on Industrial Informatics\",\"volume\":\"21 2\",\"pages\":\"1843-1852\"},\"PeriodicalIF\":9.8000,\"publicationDate\":\"2024-11-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Industrial Informatics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10753138/\",\"RegionNum\":1,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Informatics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10753138/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
A Discrete-Time Equivalent-Input-Disturbance Approach Based on Joint Minimum-Variance Unbiased Disturbance and State Estimation
This article develops a discrete-time equivalent-input-disturbance (EID) approach that rejects disturbances for a plant. A control system based on the approach includes a simultaneous EID and state estimation algorithm, which is newly presented by applying the minimum-variance unbiased estimation technique. Compared with a conventional EID estimator, the presented algorithm does not need to design a filter, which avoids the degradation of the performance of a control system due to improper selection of the filter parameters. Three theorems are presented to guarantee the stability of the presented algorithm. In addition, a method of designing a control law employing the state and EID estimates is explained. Speed control experiments for a two-mass experimental system demonstrate the validity of the approach.
期刊介绍:
The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.