Title :
Hybrid control of a station of irrigation by sprinkling: Fuzzy supervisor approach
Author :
Chakchouk, Wael ; Zaafouri, Abderrahmen ; Sallami, Anis
Author_Institution :
Higher Sch. of Sci. & Tech. of Tunis (ESSTT), Univ. of Tunisia, Tunis, Tunisia
Abstract :
The spray under pressure is an effective save on water. This task should be automated and controlled in order to limit the water waste and the facilities of damages. For this reason, we find a mathematical model describing the irrigation process with the Takagi-Sugeno fuzzy model approach and the clustering technique. This paper presents the synthesis of a hybrid control applied to the station of irrigation by sprinkling, Based on the combination of the fuzzy logic approach and the PI controller, this method has the advantage of combining the performance of both controllers. A fuzzy supervisor manages the switching from one to another and regulates the rate of participation of each order. After presentation of mathematical model of our station, simulation results illustrate the performance of the control strategy.
Keywords :
PI control; fuzzy control; irrigation; mathematical analysis; pattern clustering; spraying; sprays; PI controller; Takagi-Sugeno fuzzy model; clustering technique; fuzzy logic approach; fuzzy supervisor approach; hybrid control synthesis; irrigation process; irrigation station; mathematical model; pressure; spray; sprinkling; water waste; Fuzzy logic; Irrigation; Mathematical model; Nonlinear systems; Simulation; Switches; Fuzzy logic control; Irrigation Station; PI controller; T-S modeling; fuzzy supervisor; hybrid control;
Conference_Titel :
Systems and Control (ICSC), 2015 4th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4673-7108-7
DOI :
10.1109/ICoSC.2015.7152774