A Generalized Integrated MPC-Fuzzy-Neural Network Approach for Multilevel Inverter Fed PMSMs

field_of_study

Blank

university

Palestine Technical College

authors

Al-Kaf H.A.G.; Halabi L.M.; Lee K.-B.

authors_full_names

Al-Kaf, Hasan Ali Gamal (57759307400); Halabi, Laith M. (57194158822); Lee, Kyo-Beum (8215459200)

authors_id

57759307400; 57194158822; 8215459200

year

2024

source_title

IEEE Transactions on Industrial Informatics

article_title

A Generalized Integrated MPC-Fuzzy-Neural Network Approach for Multilevel Inverter Fed PMSMs

volume

20

issue

2

page_start

2751

page_end

2761

publisher

IEEE Computer Society

affiliations

Ajou University, Department of Electrical and Computer Engineering, Suwon, 16499, South Korea; Nablus University for Vocational and Technical Education, College of Technical and Vocational Engineering, Ramallah, P6028631, Palestine

authors_with_affiliations

Al-Kaf H.A.G., Ajou University, Department of Electrical and Computer Engineering, Suwon, 16499, South Korea; Halabi L.M., Nablus University for Vocational and Technical Education, College of Technical and Vocational Engineering, Ramallah, P6028631, Palestine; Lee K.-B., Ajou University, Department of Electrical and Computer Engineering, Suwon, 16499, South Korea

corresponding_author

K.-B. Lee; Ajou University, Department of Electrical and Computer Engineering, Suwon, 16499, South Korea; email: kyl@ajou.ac.kr

cited_by

16

doi

10.1109/TII.2023.3297662

author_keywords

Field-oriented control (FOC); fuzzy logic; hybrid model; model predictive control (MPC); neural network; permanent magnet synchronous motor (PMSM); three-level inverter

index_keywords

Computer circuits; Dynamic response; Electric inverters; Fuzzy logic; Fuzzy neural networks; Hysteresis; Interactive computer systems; Permanent magnets; Predictive control systems; Real time systems; Synchronous motors; Vector control (Electric machinery); Vector spaces; Vectors; Field-oriented control; Fuzzy-Logic; Hybrid model; Model predictive control; Model-predictive control; Neural-networks; Permanent magnet synchronoi motor; Permanent Magnet Synchronous Motor; Real - Time system; Space vector pulse width modulation; Steady state; Three-level inverters; Vehicle's dynamics; Model predictive control