DocumentCode :
118999
Title :
Comparison of fuzzy and MPC based buck converter
Author :
Kumar, M. Praveen ; Ponnambalam, P. ; Sreejith, S. ; BelwinEdward, J. ; Krishnamurthy, K.
Author_Institution :
Sch. of Electr. Eng., VIT Univ., Vellore, India
fYear :
2014
fDate :
16-19 Dec. 2014
Firstpage :
1
Lastpage :
6
Abstract :
This article presents the design and construction of Model Predictive Controller (MPC) for a Pulse Width Modulation (PWM) based buck converter, working in Continuous Conduction Mode (CCM). The converter operates at a switching frequency of 100 KHz. The buck converter is mathematically modeled and implemented in matlab simulink The open loop response of the buck converter is used to obtain the transfer function (second order) of the model, which in turn is used to design the MPC controller. This MPC is used to control the output voltage of the buck converter and it has been found that the output voltage is maintained constant accurately for dynamic load, and the peak overshoot is reduced drastically. The output voltage obtained with MPC controller is then compared with the output voltage obtained from fuzzy based buck converter and it has been observed that the MPC gives better output than the fuzzy controller.
Keywords :
PWM power convertors; fuzzy control; predictive control; transfer functions; voltage control; CCM; MPC based buck converter; PWM based buck converter; continuous conduction mode; dynamic load; frequency 100 kHz; fuzzy based buck converter; matlab simulink; model predictive controller; pulse width modulation; transfer function; voltage control; Control systems; Educational institutions; Integrated circuit modeling; Load modeling; Mathematical model; Predictive models; Voltage control; Buck Converter; Control Horizon; Fuzzy Inference System; Fuzzy Logic; MPC Controller; Prediction Horizon; Pulse Width Modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics, Drives and Energy Systems (PEDES), 2014 IEEE International Conference on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4799-6372-0
Type :
conf
DOI :
10.1109/PEDES.2014.7041979
Filename :
7041979
Link To Document :
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