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ETD Abstract Container

Abstract Header

Fuzzy logic control: The active cell method

Galor, Abraham
http://rave.ohiolink.edu/etdc/view?acc_num=case1057689901

Abstract Details

1994, Doctor of Philosophy, Case Western Reserve University, Systems and Control Engineering.
This work develops a new method for the implementation, synthesis and analysis of Fuzzy Logic Controllers (FLC). For a large class of practical problems this new method greatly reduces memory storage requirements and is significantly more computational efficient than existing methods for Fuzzy Logic Controllers implementations. Fuzzy PID controllers are included in this class. The key idea of this method is that only a small set of "active" rules which are needed at each time step and they can be generated, rather than stored. We call this new method the Active Cell Method, since each rule can be viewed as a "cell" in a table. The contributions of this research are both practical and analytical. The Active Cell Method provides a systematic methodology for the design, validation and analysis of Fuzzy Logic Controllers. The memory requirements and computational load are dramatically reduced in comparison with existing methods. In addition, controllers that are derived using the Active Cell Method can be analytically compared to Classical Controllers, which are used to crisp systems. In particular, the stability properties of Fuzzy Logic Controllers can be determined.
H. Chizeck (Advisor)
165 p.
Fuzzy logic control; active cell method

Recommended Citations

Citations

  • Galor, A. (1994). Fuzzy logic control: The active cell method [Doctoral dissertation, Case Western Reserve University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=case1057689901

    APA Style (7th edition)

  • Galor, Abraham. Fuzzy logic control: The active cell method. 1994. Case Western Reserve University, Doctoral dissertation. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=case1057689901.

    MLA Style (8th edition)

  • Galor, Abraham. "Fuzzy logic control: The active cell method." Doctoral dissertation, Case Western Reserve University, 1994. http://rave.ohiolink.edu/etdc/view?acc_num=case1057689901

    Chicago Manual of Style (17th edition)

case1057689901
1,185
© 1994, all rights reserved.
This open access ETD is published by Case Western Reserve University School of Graduate Studies and OhioLINK.