Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator

• Autorzy: Guedida, Sifelislam , Tabbache, Bekheira , Benzaoui, Khaled Mohammed Said , Nounou, Kamal , Nesri, Mokhtar
• Języki publikacji: EN

Abstrakty

EN

This paper presents a fractional-order adaptive mechanism-based model reference adaptive system (MRAS) configuration for speed estimation of sensorless direct torque control (DTC) of a five-phase induction motor. In effect, the fractional-order proportional-integral (FOPI) controller parameters are obtained by the particle swarm optimisation (PSO) algorithm to enhance the MRAS observer response. Thus, the developed algorithm in the speed loop control of the DTC strategy to increase its robustness against disturbances. Moreover, a comparative study has been done of the proposed MRAS-PSO/FOPI speed estimator with the conventional MRAS-proportional-integral (PI) and the PSO-based MRAS-PI. Simulation results have carried out of the different controllers used in the adaptation mechanism of the MRAS estimator, to show the performance and robustness of the proposed MRAS-PSO/FOPI algorithm in use.

Słowa kluczowe

EN

sensorless speed; PSO algorithm; particle swarm optimization algorithm; model reference adaptive system; direct torque control; fractional-order proportional-integral controller

• Czasopismo: Power Electronics and Drives
• Rocznik: 2024
• Tom: Vol. 9 (44)
• Strony: 63--85
• Opis fizyczny: Bibliogr. 43 poz., rys., rab.

Twórcy

autor

Guedida, Sifelislam

• UER ELT, Ecole Militaire Polytechnique, 16111 Algiers, Algeria,

autor

Tabbache, Bekheira

• UER ELT, Ecole Militaire Polytechnique, 16111 Algiers, Algeria

autor

Benzaoui, Khaled Mohammed Said

• Faculté des Sciences Appliquées, Laboratoire LAGE Univ Ouargla, Ouargla 30 000, Algeria

autor

Nounou, Kamal

• UER ELT, Ecole Militaire Polytechnique, 16111 Algiers, Algeria

autor

Nesri, Mokhtar

• École Supérieure Ali Chabati, Algiers, Algeria

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Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr POPUL/SP/0154/2024/02 w ramach programu "Społeczna odpowiedzialność nauki II" - moduł: Popularyzacja nauki i promocja sportu (2025).

Identyfikatory

DOI

10.2478/pead-2024-0005