Infinite-time optimal feedback control of a 3-phase asynchronous motor exploiting a nonlinear finite element model

This paper presents modelling of a squirrel-cage induction motor and an optimal control method based on suboptimal control for nonlinear systems to minimise consumed energy and power losses in an induction motor drive. A coupled motor model with optimal control as a closed-loop integrated system is proposed. For modelling of the squirrel-cage asynchronous machine, a field-circuit-mechanical finite-element (FE) model is employed, in which mechanical motion is realised by a moving-mesh method and fixed mesh approach. For the control problem purpose, a surrogate induction motor model, described in a stationary rotor reference d–q frame, is applied. The optimal control is realised by a nonlinear feedback compensator method based on the state-dependent Riccati equation (SDRE) with an infinite time horizon with the surrogate model state-dependent parametrisation (SDP). To perform the control strategy, a SDRE technique with Moore–Penrose pseudoinverse is adopted. To improve the accuracy of the optimisation procedure, a finite element model was used to calculate the motor performance.

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Publication Details

Journal
Archives of Electrical Engineering
Published
2024-12-03
DOI
https://doi.org/10.24425/aee.2024.152103
Primary Topic
Electric Motor Design and Analysis
Type
article
Field-Weighted Citation Impact
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article

Infinite-time optimal feedback control of a 3-phase asynchronous motor exploiting a nonlinear finite element model

Sławomir Stępień, Andrzej Demenko, Cezary Jędryczka, M. Nowakowski
Archives of Electrical Engineering
Electric Motor Design and Analysis
article

Infinite-time optimal feedback control of a 3-phase asynchronous motor exploiting a nonlinear finite element model

Sławomir Stępień, Andrzej Demenko, Cezary Jędryczka, M. Nowakowski
article en

Abstract

This paper presents modelling of a squirrel-cage induction motor and an optimal control method based on suboptimal control for nonlinear systems to minimise consumed energy and power losses in an induction motor drive. A coupled motor model with optimal control as a closed-loop integrated system is proposed. For modelling of the squirrel-cage asynchronous machine, a field-circuit-mechanical finite-element (FE) model is employed, in which mechanical motion is realised by a moving-mesh method and fixed mesh approach. For the control problem purpose, a surrogate induction motor model, described in a stationary rotor reference d–q frame, is applied. The optimal control is realised by a nonlinear feedback compensator method based on the state-dependent Riccati equation (SDRE) with an infinite time horizon with the surrogate model state-dependent parametrisation (SDP). To perform the control strategy, a SDRE technique with Moore–Penrose pseudoinverse is adopted. To improve the accuracy of the optimisation procedure, a finite element model was used to calculate the motor performance.

Archives of Electrical Engineering
Instytut Techniczny Wojsk Lotniczych (PL), Poznań University of Technology (PL)
Affordable and clean energy
Openalex Percentile: Top 80%
Electric Motor Design and Analysis
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