{"title":"SIRMS动态连接模糊推理模型应用于倒立摆和倒立车系统的镇定控制","authors":"J. Yi, N. Yubazaki, K. Hirota","doi":"10.1109/NAFIPS.1999.781798","DOIUrl":null,"url":null,"abstract":"A fuzzy controller for stabilizing inverted pendulum and cart systems is presented based on the SIRMs (Single Input Rule Modules) dynamically connected fuzzy inference modal. The controller has a simple structure, and can smoothly realize in parallel the pendulum angular control and the cart position control. For any inverted pendulum and cart system, of which the pendulum length is among [0.2 m, 2.2 m] the pendulum mass and the cart mass are separately larger than or equal to 0.001 kg and 0.002 kg, and the mass ratio of the pendulum to the cart is among [0.005; 0.500], the controller is proved to have a high generalization ability to stabilize the object completely in about 8.0 seconds.","PeriodicalId":335957,"journal":{"name":"18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397)","volume":"53 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"SIRMS dynamically connected fuzzy inference model applied to stabilization control of inverted pendulum and cart systems\",\"authors\":\"J. Yi, N. Yubazaki, K. Hirota\",\"doi\":\"10.1109/NAFIPS.1999.781798\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A fuzzy controller for stabilizing inverted pendulum and cart systems is presented based on the SIRMs (Single Input Rule Modules) dynamically connected fuzzy inference modal. The controller has a simple structure, and can smoothly realize in parallel the pendulum angular control and the cart position control. For any inverted pendulum and cart system, of which the pendulum length is among [0.2 m, 2.2 m] the pendulum mass and the cart mass are separately larger than or equal to 0.001 kg and 0.002 kg, and the mass ratio of the pendulum to the cart is among [0.005; 0.500], the controller is proved to have a high generalization ability to stabilize the object completely in about 8.0 seconds.\",\"PeriodicalId\":335957,\"journal\":{\"name\":\"18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397)\",\"volume\":\"53 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NAFIPS.1999.781798\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAFIPS.1999.781798","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
摘要
提出了一种基于单输入规则模块动态连接模糊推理模态的倒立摆和倒立车系统的模糊控制器。该控制器结构简单,能平稳地实现摆角和小车位置的并联控制。对于倒立摆和倒立车系统,其摆长在[0.2 m, 2.2 m]之间,摆质量和车质量分别大于等于0.001 kg和0.002 kg,摆与车的质量比在[0.005]之间;0.500],证明该控制器具有较高的泛化能力,可在8.0秒左右完全稳定目标。
SIRMS dynamically connected fuzzy inference model applied to stabilization control of inverted pendulum and cart systems
A fuzzy controller for stabilizing inverted pendulum and cart systems is presented based on the SIRMs (Single Input Rule Modules) dynamically connected fuzzy inference modal. The controller has a simple structure, and can smoothly realize in parallel the pendulum angular control and the cart position control. For any inverted pendulum and cart system, of which the pendulum length is among [0.2 m, 2.2 m] the pendulum mass and the cart mass are separately larger than or equal to 0.001 kg and 0.002 kg, and the mass ratio of the pendulum to the cart is among [0.005; 0.500], the controller is proved to have a high generalization ability to stabilize the object completely in about 8.0 seconds.