JPE 11-4-20 Design and Implementation of a Single Input Fuzzy Logic Controller for Boost Converters

This paper describes the design and hardware implementation of a Single Input Fuzzy Logic Controller (SIFLC) to regulate the output voltage of a boost power converter. The proposed controller is derived from the signed distance method, which reduces a multi-input conventional Fuzzy Logic Controller (CFLC) to a single input FLC. This allows the rule table to be approximated to a one-dimensional piecewise linear control surface. A MATLAB simulation demonstrated that the performance of a boost converter is identical when subjected to the SIFLC or a CFLC. However, the SIFLC requires nearly an order of magnitude less time to execute its algorithm. Therefore the former can replace the latter with no significant degradation in performance. To validate the feasibility of the SIFLC, a 50W boost converter prototype is built. The SIFLC algorithm is implemented using an Altera FPGA. It was found that the SIFLC with asymmetrical membership functions exhibits an excellent response to load and input reference changes.

[1]  C.K. Tse,et al.  Implementation of pulse-width-modulation based sliding mode controller for boost converters , 2005, IEEE Power Electronics Letters.

[2]  Chi K. Tse,et al.  Development of a fuzzy logic controller for DC/DC converters: design, computer simulation, and experimental evaluation , 1996 .

[3]  Muhammad H. Rashid,et al.  Power Electronics Handbook: Devices, Circuits and Applications , 2010 .

[4]  Dipti Srinivasan,et al.  Nonlinear function controller: a simple alternative to fuzzy logic controller for a power electronic converter , 2005, IEEE Transactions on Industrial Electronics.

[5]  Aleksandar Prodic,et al.  High-frequency digital PWM controller IC for DC-DC converters , 2003 .

[6]  S. Chiu Using fuzzy logic in control applications: beyond fuzzy PID control , 1998 .

[7]  S. Saggini,et al.  Digital Deadbeat Control Tuning for dc-dc Converters Using Error Correlation , 2006, IEEE Transactions on Power Electronics.

[8]  Shahrin Md. Ayob,et al.  PWM DC-AC Converter Regulation using a Multi-Loop Single Input Fuzzy PI Controller , 2009 .

[9]  John Y. Hung,et al.  Implementation of a fuzzy controller for DC-DC converters using an inexpensive 8-b microcontroller , 1997, IEEE Trans. Ind. Electron..

[10]  P. C. Sen,et al.  Comparative study of proportional-integral, sliding mode and fuzzy logic controllers for power converters , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[11]  Byung Kook Kim,et al.  Design and stability analysis of single-input fuzzy logic controller , 2000, IEEE Trans. Syst. Man Cybern. Part B.

[12]  Philip T. Krein,et al.  Elements of Power Electronics , 1997 .

[13]  Ned Mohan First Course on Power Electronics and Drives , 1989 .

[14]  M. Ghasem Hosseini Aghdam Z-Source Inverter with SiC Power Semiconductor Devices for Fuel Cell Vehicle Applications , 2011 .

[15]  A. Rubaai,et al.  Real-Time Implementation of a Fuzzy Logic Controller for Switch-Mode Power-Stage DC–DC Converters , 2006, IEEE Transactions on Industry Applications.

[16]  Kim-Fung Man,et al.  An optimal fuzzy PID controller , 2001, IEEE Trans. Ind. Electron..

[17]  Hong-Je Ryoo,et al.  Pulsed-Power System for Leachate Treatment Applications , 2011 .

[18]  Marian K. Kazimierczuk,et al.  Modeling the closed-current loop of PWM boost DC-DC converters operating in CCM with peak current-mode control , 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.