Artificial Intelligence Applications in Engineering (MUH-920), week 4 of 14: interactive lab
Prof. Dr. Utku Kose, Süleyman Demirel University
The lab controls the level of a tank with a two-input fuzzy controller. The rule table is editable cell by cell, the control surface updates immediately, and a closed-loop simulation compares the fuzzy controller with an on-off controller while the set point changes [1, 2]. A second part lets the width of the membership functions be varied to show how overlap shapes the surface.
Rows: level error (set point minus level). Columns: level rate. Each cell selects the valve action.
Six questions with instant feedback. Rate your confidence before checking each answer.
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After the export, continue with the discipline challenge and the weekly task in the week overview.
[1] Mamdani, E. H., & Assilian, S. (1975). An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-Machine Studies, 7(1), 1-13. https://doi.org/10.1016/S0020-7373(75)80002-2
[2] Lee, C. C. (1990). Fuzzy logic in control systems: Fuzzy logic controller, Part I. IEEE Transactions on Systems, Man, and Cybernetics, 20(2), 404-418. https://doi.org/10.1109/21.52551
[3] Jang, J.-S. R. (1993). ANFIS: Adaptive-network-based fuzzy inference system. IEEE Transactions on Systems, Man, and Cybernetics, 23(3), 665-685. https://doi.org/10.1109/21.256541