Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)
- Volume 4 Issue 1
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- Pages.24-34
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- 1994
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- 1976-9172(pISSN)
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- 2288-2324(eISSN)
Reference Model Following Self-Organizing Fuzzy Logic Controller
기준모델 추종 자구구성 퍼지 논리 제어기
Abstract
A RMFSOC(Reference Model Following Self-Organizing Fuzzy Logic Controller) is propose in this paper. In the RMFSOC, the refernce model is introduced, where the desired control performance can be specified by an operator of the controlled process. The self-organizing level of the RMFSOC organizes the control rules of FLC which make the process output follow the reference model output. In addition, for the use of preventing improper modifications of control rules, a complementary decission rule is induced from the possible relations between the process output and reference model output. Through a simulation study, it is shown that the robustness of the control system using the proposed RMFSOC to the set-point changes and distur bances can be greatly improved being conpared with that of the control system using the Procyk and Mamdani's SOC.
Keywords