J. Electrochem. Sci. Eng.  

Optimization of electrochemical parameters in microbial fuel cell system based on Fuzzy-PID and CMAC neural network

Chengcai Fu, Fengying Ma

Abstract


Due to the extensive application prospects on wastewater treatment and new energy development, microbial fuel cells (MFCs) have gained more and more attention by many scholars all over the world. The bioelectrochemical reaction in MFC system is highly complex, serious nonlinear and time-delay dynamic process, in which the optimal control of electrochemical parameters is still a considerable challenge. A new optimal control scheme for MFC system which combines proportional integral derivative (PID) controller with parameters fuzzy optional algorithm and cerebellar model articulation controller (CMAC) neural network was proposed. The simulation results demonstrate that the proposed control scheme has rapider response, better control effect and stronger anti-interference ability than Fuzzy PID controller by taking constant voltage output of MFC under the different load disturbances as example.


Keywords


Microbial fuel cells, electrochemical parameters, fuzzy optional algorithm, CMAC neural network

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DOI: http://dx.doi.org/10.5599/jese.636



jESE : : Open Access Journal  :  : ISSN 1847-9286