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.
Authors
- Sławomir Stępień (ORCID: https://orcid.org/0000-0001-7777-7684)
- Andrzej Demenko (ORCID: https://orcid.org/0000-0002-0833-4561)
- Cezary Jędryczka (ORCID: https://orcid.org/0000-0001-5427-059X)
- M. Nowakowski (ORCID: https://orcid.org/0000-0001-6438-5235)
Institutions
- Instytut Techniczny Wojsk Lotniczych (PL)
- Poznań University of Technology (PL)
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
- 0.00