Non-parametric induction motor rotor flux estimator based on feed-forward neural network

• Main Authors: Mahsahirun, Siti Nursyuhada, Nik Idris, Nik Rumzi, Md. Yusof, Zulkifli, Sutikno, Tole
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/101381/1/NikRumziIdris2022_NonParametricInductionMotorRotor.pdf; http://eprints.utm.my/id/eprint/101381/; http://dx.doi.org/10.11591/ijpeds.v13.i2.pp1229-1237
• Institution: Universiti Teknologi Malaysia

The conventional induction motor rotor flux observer based on current model and voltage model are sensitive to parameter uncertainties. In this paper, a non-parametric induction motor rotor flux estimator based on feed-forward neural network is proposed. This estimator is operating without motor par...