Title :
Comparison between Adaptive and Fuzzy logic controllers for advance microwave biodiesel reactor
Author :
Wali, W.A. ; Cullen, J.D. ; Hassan, K.H. ; Mason, A. ; Al-Shamma, A.I.
Author_Institution :
Environ., Sustainable & Renewable Technol. Center (BEST), Liverpool John Moores Univ., Liverpool, UK
Abstract :
Biodiesel reactor is the heart of biodiesel system. These reactors involve a highly complex set of chemical reactions and heat transfers. The high nonlinearity requires an efficient control algorithm to handle the variation of operational process parameters and the effect of process disturbances efficiently. In this paper, Fuzzy logic and Adaptive controllers are compared for advance microwave biodiesel reactor. The process control is complex and nonlinear, the Adaptive control have longer time and unreliability in dealing with the system parameters including temperature, microwave power, liquid flow rate as well as the prediction of chemical reaction. The proposed fuzzy logic control will provide precise temperature control and faster warm-up phase with quicker response to disturbances with minimal overshoot and undershoot where Adaptive control techniques can not meet these extra challenges. A closed loop fuzzy and adaptive controllers are used to automatically and continuously adjust the applied power of microwave reactor under different perturbations. Labview based software tool will be presented and used for measurement and control of the full system, with real time monitoring.
Keywords :
adaptive control; biofuel; bioreactors; closed loop systems; fuzzy control; heat transfer; microwave devices; nonlinear control systems; perturbation techniques; process control; Labview based software tool; advance microwave biodiesel reactor; biodiesel system; chemical reactions; closed loop adaptive controllers; fuzzy logic controllers; heat transfers; microwave reactor; process control; real time monitoring; temperature control; Biofuels; Electromagnetic heating; Fuzzy logic; Inductors; Microwave theory and techniques; Process control;
Conference_Titel :
Computers & Informatics (ISCI), 2011 IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-61284-689-7
DOI :
10.1109/ISCI.2011.5958877