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
CountryUnited States
CityOrlando
Period26/06/9429/06/94

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  • Cite this

    Isomursu, P., & Rauma, T. (1994). A self-tuning fuzzy logic controller for temperature control of superheated steam. In Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/FUZZY.1994.343927