LAPSE:2023.19649
Published Article

LAPSE:2023.19649
Adaptive Cost Function FCSMPC for 6-Phase IMs
March 9, 2023
Abstract
In this paper, an adaptive cost function FCSMPC is derived from newly obtained results concerning the distribution of figures of merits used for the assessment of stator current model-based control of multi-phase induction machines. A parameter analysis of FCSMPC is carried out for the case of a six-phase motor. After extensive simulation and Pareto screening, a new structure has been discovered linking several figures of merit. This structure provides an simple explanation for previously reported results concerning the difficulty of cost function tuning for FCSMPC. In addition, the newly discovered link among figures of merit provides valuable insight that can be used for control design. As an application, a new cost function design scheme is derived and tested. This new method avoids the usual and cumbersome procedure of testing many different controller parameters.
In this paper, an adaptive cost function FCSMPC is derived from newly obtained results concerning the distribution of figures of merits used for the assessment of stator current model-based control of multi-phase induction machines. A parameter analysis of FCSMPC is carried out for the case of a six-phase motor. After extensive simulation and Pareto screening, a new structure has been discovered linking several figures of merit. This structure provides an simple explanation for previously reported results concerning the difficulty of cost function tuning for FCSMPC. In addition, the newly discovered link among figures of merit provides valuable insight that can be used for control design. As an application, a new cost function design scheme is derived and tested. This new method avoids the usual and cumbersome procedure of testing many different controller parameters.
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Keywords
cost function design, model-based predictive control, multi-phase induction machine, pareto dominance, titeica surface
Subject
Suggested Citation
Arahal MR, Satué MG, Barrero F, Ortega MG. Adaptive Cost Function FCSMPC for 6-Phase IMs. (2023). LAPSE:2023.19649
Author Affiliations
Arahal MR: Systems Engineering and Automation Department, University of Seville, 41092 Seville, Spain [ORCID]
Satué MG: Systems Engineering and Automation Department, University of Seville, 41092 Seville, Spain [ORCID]
Barrero F: Electronic Engineering Department, University of Seville, 41092 Seville, Spain [ORCID]
Ortega MG: Systems Engineering and Automation Department, University of Seville, 41092 Seville, Spain [ORCID]
Satué MG: Systems Engineering and Automation Department, University of Seville, 41092 Seville, Spain [ORCID]
Barrero F: Electronic Engineering Department, University of Seville, 41092 Seville, Spain [ORCID]
Ortega MG: Systems Engineering and Automation Department, University of Seville, 41092 Seville, Spain [ORCID]
Journal Name
Energies
Volume
14
Issue
17
First Page
5222
Year
2021
Publication Date
2021-08-24
ISSN
1996-1073
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Original Submission
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PII: en14175222, Publication Type: Journal Article
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LAPSE:2023.19649
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https://doi.org/10.3390/en14175222
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Mar 9, 2023
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