Improved terminal sliding mode control based on MPC for LIM applied to linear metro

To improve the dynamic response of the linear induction machine (LIM) over its complete speed range, this paper introduces a finite state-model predictive voltage control (FS-MPVC) based on terminal sliding mode control (TSMC). First, the TSMC for the speed loop is designed to attain high tracking capability and faster transient response. Second, in terms of the intricate balancing coefficient tuning difficulty and several computation steps of the conventional finite state-model predictive thrust control method, the control objectives are transformed to the primary voltage based on the FS-MPVC method. Furthermore, the TSMC-MPVC is fully studied in detail, covering its design and implementation steps. Ultimately, a 3 kW LIM has undergone comprehensive simulation evaluations by the presented TSMC-MPVC through comparing with the conventional methods at various speeds and loads to verify the effectiveness and viability of the proposed method.

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Publication Details

Journal
Scientific Reports
Published
2025-10-27
DOI
https://doi.org/10.1038/s41598-025-22191-z
Citations
2
Primary Topic
Sensorless Control of Electric Motors
Type
article
Field-Weighted Citation Impact
1.46

Funders

Controls
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article

Improved terminal sliding mode control based on MPC for LIM applied to linear metro

Fayez F. M. El-Sousy, Mahmoud F. Elmorshedy, Dhafer Almakhles, Moustafa Magdi Ismail et al.
2 citations
Scientific Reports
Sensorless Control of Electric Motors
1.46
article

Improved terminal sliding mode control based on MPC for LIM applied to linear metro

Fayez F. M. El-Sousy, Mahmoud F. Elmorshedy, Dhafer Almakhles, Moustafa Magdi Ismail, Samir A. Hamad, Mohamed A. Ghalib
article en
2 citations

Abstract

To improve the dynamic response of the linear induction machine (LIM) over its complete speed range, this paper introduces a finite state-model predictive voltage control (FS-MPVC) based on terminal sliding mode control (TSMC). First, the TSMC for the speed loop is designed to attain high tracking capability and faster transient response. Second, in terms of the intricate balancing coefficient tuning difficulty and several computation steps of the conventional finite state-model predictive thrust control method, the control objectives are transformed to the primary voltage based on the FS-MPVC method. Furthermore, the TSMC-MPVC is fully studied in detail, covering its design and implementation steps. Ultimately, a 3 kW LIM has undergone comprehensive simulation evaluations by the presented TSMC-MPVC through comparing with the conventional methods at various speeds and loads to verify the effectiveness and viability of the proposed method.

Scientific ReportsVol. 15(1)
Beni-Suef University (EG), King Fahd University of Petroleum and Minerals (SA), Prince Sultan University (SA), Prince Sattam Bin Abdulaziz University (SA), Tanta University (EG), Minia University (EG)
Science and Technology Development Fund, Prince Sultan University
Openalex Percentile: Top 15%
Sensorless Control of Electric Motors
1.46
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Improved terminal sliding mode control based on MPC for LIM applied to linear metro — Fayez F. M. El-Sousy, Mahmoud F. Elmorshedy, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS