{"title":"球平衡系统:演示最佳控制的教育装置","authors":"J. Kostamo, H. Hyötyniemi, P. Kuosmanen","doi":"10.1109/CIRA.2005.1554306","DOIUrl":null,"url":null,"abstract":"The basic ideas of feedback and control are not difficult to understand. However it is an interesting challenge to demonstrate control techniques in an entertaining and attractive way. The ball balancing device presented in this paper was developed to be used as a research and exhibition device. The solution of the control design problem is based on the physical model of the process and modern control theory. Linear quadratic regulator is used to control the process and Kalman filter is used to estimate the state of the ball. Machine vision is applied in the position measurement of the ball and linear servo motors are used as actuators.","PeriodicalId":162553,"journal":{"name":"2005 International Symposium on Computational Intelligence in Robotics and Automation","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Ball balancing system: an educational device for demonstrating optimal control\",\"authors\":\"J. Kostamo, H. Hyötyniemi, P. Kuosmanen\",\"doi\":\"10.1109/CIRA.2005.1554306\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The basic ideas of feedback and control are not difficult to understand. However it is an interesting challenge to demonstrate control techniques in an entertaining and attractive way. The ball balancing device presented in this paper was developed to be used as a research and exhibition device. The solution of the control design problem is based on the physical model of the process and modern control theory. Linear quadratic regulator is used to control the process and Kalman filter is used to estimate the state of the ball. Machine vision is applied in the position measurement of the ball and linear servo motors are used as actuators.\",\"PeriodicalId\":162553,\"journal\":{\"name\":\"2005 International Symposium on Computational Intelligence in Robotics and Automation\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2005 International Symposium on Computational Intelligence in Robotics and Automation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIRA.2005.1554306\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2005 International Symposium on Computational Intelligence in Robotics and Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIRA.2005.1554306","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Ball balancing system: an educational device for demonstrating optimal control
The basic ideas of feedback and control are not difficult to understand. However it is an interesting challenge to demonstrate control techniques in an entertaining and attractive way. The ball balancing device presented in this paper was developed to be used as a research and exhibition device. The solution of the control design problem is based on the physical model of the process and modern control theory. Linear quadratic regulator is used to control the process and Kalman filter is used to estimate the state of the ball. Machine vision is applied in the position measurement of the ball and linear servo motors are used as actuators.