{"title":"差动驱动移动机器人的2型模糊自适应PID控制:机电一体化方法","authors":"Parham Dadash Pour, K. Alsayegh, M. Jaradat","doi":"10.1109/ASET53988.2022.9734882","DOIUrl":null,"url":null,"abstract":"This paper studies the effect of a type-2 fuzzy adaptive PID (type-2 FAPID) controller on the performance of a mechatronics system such as differential mobile robot. In the proposed adaptive controller, the PID controller gains are automatically tuned using type-2 fuzzy systems. The performance of controllers is compared by simulating the robot traveling an undisturbed straight route and a circular route. Torque load disturbance is later added to the DC motors to draw better comparisons between the type-1 and type-2 FAPID controllers. The findings of this paper showed that the designed type-2 fuzzy adaptive PID controllers have enhanced the performance of differential mobile robot.","PeriodicalId":6832,"journal":{"name":"2022 Advances in Science and Engineering Technology International Conferences (ASET)","volume":"143 1","pages":"1-6"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Type-2 Fuzzy Adaptive PID Controller for Differential Drive Mobile Robot: A Mechatronics Approach\",\"authors\":\"Parham Dadash Pour, K. Alsayegh, M. Jaradat\",\"doi\":\"10.1109/ASET53988.2022.9734882\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper studies the effect of a type-2 fuzzy adaptive PID (type-2 FAPID) controller on the performance of a mechatronics system such as differential mobile robot. In the proposed adaptive controller, the PID controller gains are automatically tuned using type-2 fuzzy systems. The performance of controllers is compared by simulating the robot traveling an undisturbed straight route and a circular route. Torque load disturbance is later added to the DC motors to draw better comparisons between the type-1 and type-2 FAPID controllers. The findings of this paper showed that the designed type-2 fuzzy adaptive PID controllers have enhanced the performance of differential mobile robot.\",\"PeriodicalId\":6832,\"journal\":{\"name\":\"2022 Advances in Science and Engineering Technology International Conferences (ASET)\",\"volume\":\"143 1\",\"pages\":\"1-6\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Advances in Science and Engineering Technology International Conferences (ASET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ASET53988.2022.9734882\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Advances in Science and Engineering Technology International Conferences (ASET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ASET53988.2022.9734882","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Type-2 Fuzzy Adaptive PID Controller for Differential Drive Mobile Robot: A Mechatronics Approach
This paper studies the effect of a type-2 fuzzy adaptive PID (type-2 FAPID) controller on the performance of a mechatronics system such as differential mobile robot. In the proposed adaptive controller, the PID controller gains are automatically tuned using type-2 fuzzy systems. The performance of controllers is compared by simulating the robot traveling an undisturbed straight route and a circular route. Torque load disturbance is later added to the DC motors to draw better comparisons between the type-1 and type-2 FAPID controllers. The findings of this paper showed that the designed type-2 fuzzy adaptive PID controllers have enhanced the performance of differential mobile robot.