D. M. Souran, Mahdi Mir, Armin Mebrabian, Behrooz Razeghi, M. Hatamian, S. S. Sebtahmadi
{"title":"经典PID、1型和2型模糊控制器在三油箱液位控制系统中的性能比较","authors":"D. M. Souran, Mahdi Mir, Armin Mebrabian, Behrooz Razeghi, M. Hatamian, S. S. Sebtahmadi","doi":"10.1109/ROMA.2014.7295867","DOIUrl":null,"url":null,"abstract":"This paper investigates the usage of Conventional PID controller, Type-1 and Type-2 fuzzy controller in controlling the liquid level in the three tank level control system. All real systems exhibit non-linear nature, thus conventional controllers are not always able to provide good and accurate results. Fuzzy logic control (FLC) can be used to obtain more precise results. In this paper a model for simulation is designed and all the assumptions are made before the development of the model. Analysis is done through computer simulation using Matlab/Simulink toolbox. Moreover, the behavior of the system in terms of time response (e.g., settling time, a certain rise-time, overshoot, integral of absolute error (IAE) and integral time of absolute error (ITAE) is studied and the results for the case of utilizing FLCs is compared with the case of employing PID controller.","PeriodicalId":240232,"journal":{"name":"2014 IEEE International Symposium on Robotics and Manufacturing Automation (ROMA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A performance comparison of classical PID, Type-1 and Type-2 fuzzy controller in a three tank level control system\",\"authors\":\"D. M. Souran, Mahdi Mir, Armin Mebrabian, Behrooz Razeghi, M. Hatamian, S. S. Sebtahmadi\",\"doi\":\"10.1109/ROMA.2014.7295867\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper investigates the usage of Conventional PID controller, Type-1 and Type-2 fuzzy controller in controlling the liquid level in the three tank level control system. All real systems exhibit non-linear nature, thus conventional controllers are not always able to provide good and accurate results. Fuzzy logic control (FLC) can be used to obtain more precise results. In this paper a model for simulation is designed and all the assumptions are made before the development of the model. Analysis is done through computer simulation using Matlab/Simulink toolbox. Moreover, the behavior of the system in terms of time response (e.g., settling time, a certain rise-time, overshoot, integral of absolute error (IAE) and integral time of absolute error (ITAE) is studied and the results for the case of utilizing FLCs is compared with the case of employing PID controller.\",\"PeriodicalId\":240232,\"journal\":{\"name\":\"2014 IEEE International Symposium on Robotics and Manufacturing Automation (ROMA)\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE International Symposium on Robotics and Manufacturing Automation (ROMA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ROMA.2014.7295867\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Symposium on Robotics and Manufacturing Automation (ROMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ROMA.2014.7295867","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A performance comparison of classical PID, Type-1 and Type-2 fuzzy controller in a three tank level control system
This paper investigates the usage of Conventional PID controller, Type-1 and Type-2 fuzzy controller in controlling the liquid level in the three tank level control system. All real systems exhibit non-linear nature, thus conventional controllers are not always able to provide good and accurate results. Fuzzy logic control (FLC) can be used to obtain more precise results. In this paper a model for simulation is designed and all the assumptions are made before the development of the model. Analysis is done through computer simulation using Matlab/Simulink toolbox. Moreover, the behavior of the system in terms of time response (e.g., settling time, a certain rise-time, overshoot, integral of absolute error (IAE) and integral time of absolute error (ITAE) is studied and the results for the case of utilizing FLCs is compared with the case of employing PID controller.