The Nelder-Mead Method-Based Improved Parameter Estimation of Single-Phase Induction Motors

• Autorzy: Nguyen Son T. , Pham Tu M. , Hoang Anh , Trieu Linh V. , Cao Trung T. , Pham Tuan V.

Identyfikatory

DOI

10.2478/pead-2024-0032

• Języki publikacji: EN

Abstrakty

EN

This work presents a comprehensive method for precisely determining the equivalent circuit characteristics of single-phase induction motors (SPIM), including both direct and indirect steps. First, a DC test, a no-load test and a locked-rotor test are performed to ascertain the primary electrical characteristics of both the main and auxiliary windings. Next, the indirect phase consists of iteratively modifying the mechanical characteristics, such as the inertial moment and friction factor, in a motor simulation model in Simulink until they match the previously determined electrical parameters. In addition, the motor parameter estimate process can be improved by applying the Nelder–Mead optimisation approach, which eliminates the need to calculate partial derivatives of a cost function. The study also applies the scalar control to the SPIM. Ultimately, the efficacy of the suggested methodology is confirmed through a comparison of simulated and actual outcomes.

Słowa kluczowe

EN

single-phase induction motor; parameter estimation; the Nelder–Mead optimisation method; scalar control

• Wydawca: De Gruyter
• Czasopismo: Power Electronics and Drives
• Rocznik: 2024
• Tom: Vol. 9 (44)
• Strony: 519--538
• Opis fizyczny: Bibliogr. 29 poz., rys., tab.

Twórcy

autor

Nguyen Son T.

• Department of Electrical Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam

autor

Pham Tu M.

• Department of Electrical Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam

autor

Hoang Anh

• Department of Electrical Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam

autor

Trieu Linh V.

• Department of Electrical Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam

autor

Cao Trung T.

• Department of Electrical Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam

autor

Pham Tuan V.

• Department of Electrical and Electronic Technology, Faculty of Electrical and Electronics, Vinh University of Technology Education, Vinh, Vietnam

Bibliografia

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