Title :
Fuzzy universal model approximator for distributed solar collector field control
Author :
Elmetennani, Shahrazed ; Laleg-Kirati, Taous Meriem
Author_Institution :
Comput., Electr. & Math. Sci. & Eng. Div., King Abdullah Univ. of Sci. & Technol., Jeddah, Saudi Arabia
Abstract :
This paper deals with the control of concentrating parabolic solar collectors by forcing the outlet oil temperature to track a set reference. A fuzzy universal approximate model is introduced in order to accurately reproduce the behavior of the system dynamics. The proposed model is a low order state space representation derived from the partial differential equation describing the oil temperature evolution using fuzzy transform theory. The resulting set of ordinary differential equations simplifies the system analysis and the control law design and is suitable for real time control implementation. Simulation results show good performance of the proposed model.
Keywords :
control system synthesis; fuzzy control; partial differential equations; power system control; solar absorber-convertors; solar energy concentrators; transforms; control law design; distributed solar collector field control; fuzzy transform theory; fuzzy universal approximate model; fuzzy universal model approximator; low order state space representation; oil temperature evolution; ordinary differential equations; parabolic solar collectors; partial differential equation; real time control implementation; system dynamics; Approximation methods; Computational modeling; Mathematical model; Numerical models; Partial differential equations; Temperature control; Temperature measurement; Concentrated solar collectors; Fuzzy transform; Lyapunov control; Process control; Solar energy; Spatially distributed systems;
Conference_Titel :
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location :
Loughborough
DOI :
10.1109/CONTROL.2014.6915140