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...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Korean Institute of Power Electronics
2011
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/28822/1/ZainalSalam2011_DesignandImplementationofaSingleInputFuzzyLogicController.pdf http://eprints.utm.my/id/eprint/28822/ http://dx.doi.org/10.6113/JPE.2011.11.4.542 |
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| Summary: | 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. |
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