ECTI Transactions on Electrical Engineering Electronics and Communications • Vol 20 • No 2
Experimental Investigations into the Behavior of Scaling Factors in a Fuzzy Logic Speed Control Induction Motor with Model Reference Adaptive Control
June 2022 • Muhamad Zamani Bin Ismail, Md Hairul Nizam Talib, Zulkifilie Ibrahim, Jurifa Mat Lazi, Mohd Shahrul Azmi Mohamad Yusoff, Baharuddin Ismail
This paper presents a self-tuning fuzzy logic speed controller (FLSC) with model reference adaptive control (MRAC) for an induction motor (IM) drive system. The MRAC is examined by output scaling the factor tuner for optimum motor speed performance. A detailed investigation is carried out on the scaling factor control of the input change error and main FLSC output increment. This proposed method utilizes seven simplified rules of the 5 × 5 matrix membership functions to minimize the computational burden and memory…