A self-tuning fuzzy logic controller for temperature control of superheated steam

Pekka Isomursu, Tapio Rauma

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    15 Citations (Scopus)

    Abstract

    We first introduce a non-adaptive fuzzy logic controller (FLC) for the control of live steam temperature in a coal-fired power plant. For further enhancing performance, we introduce a self-tuning method for the FLC that modifies the scaling factor of one FLC output. To make the FLC more portable to other similar plants and more robust we add another self-tuning mechanism that runs online and modifies the membership functions of the fuzzy rule set. We have used the meta-rule approach in the tuning mechanisms. The performance of the FLC is compared to a cascade PI controller.
    Original languageEnglish
    Title of host publicationProceedings of 1994 IEEE 3rd International Fuzzy Systems Conference
    PublisherIEEE Institute of Electrical and Electronic Engineers
    ISBN (Print)0-7803-1896-X
    DOIs
    Publication statusPublished - 1994
    MoE publication typeA4 Article in a conference publication
    Event3rd International Fuzzy Systems Conference - Orlando, United States
    Duration: 26 Jun 199429 Jun 1994

    Conference

    Conference3rd International Fuzzy Systems Conference
    Country/TerritoryUnited States
    CityOrlando
    Period26/06/9429/06/94

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