Fuzzy Supervisor Approach Design Based-Switching Controller for Pumping Station: Experimental Validation

被引:8
|
作者
Chakchouk, Wael [1 ]
Ben Regaya, Chiheb [1 ]
Zaafouri, Abderrahmen [1 ]
Sellami, Anis [1 ]
机构
[1] Univ Tunis, Higher Natl Engn Sch Tunis ENSIT, Lab Ind Syst Engn & Renewable Energy LISIER, Taha Hussein St,BP 56, Tunis 1008, Tunisia
关键词
SLIDING MODE CONTROL; IDENTIFICATION; IRRIGATION; SYSTEMS;
D O I
10.1155/2017/3597346
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a discrete-time switching controller strategy for a hydraulic process pumping station. The proposed solution leads to improving control system performances with two tests: combination of Fuzzy-PD and PI controllers and Fuzzy-PID and PI controllers. The proposed design methodology is based on accurate model for pumping station (PS), which is developed in previous works using Fuzzy-C Means (FCM) algorithm. The control law design is based on switching control; a fuzzy supervisor manages the switching from one to another and regulates the rate of participation of each order, in order to satisfy various objectives of a stable pumping station like the asymptotic stability of the tracking error. To validate the proposed solution, experimental tests are made and analyzed. Compared to the conventional PI and fuzzy logic (FL) approaches, the results show that the switching controller allows exhibiting excellent transient response over a wide range of operating conditions and especially is easier to be implemented in practice.
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页数:12
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