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Direct Model Predictive Control of Synchronous Reluctance Motor Drives

  • Jacopo Riccio
  • , Petros Karamanakos
  • , Shafiq Odhano
  • , Mi Tang
  • , Mauro Di Nardo
  • , Pericle Zanchetta

Research output: Contribution to journalArticleScientificpeer-review

25 Citations (Scopus)
79 Downloads (Pure)

Abstract

This paper investigates a finite-control set model-predictive control (FCS-MPC) algorithm to enhance the performance of a synchronous reluctance machine drive. Particular emphasis is placed on the definition of the cost function enabling a computationally light implementation while targeting good transient and steady-state performance. In particular, this work proposes the inclusion of an integral term into the cost function to ensure zero steady-state errors thus compensating for any model inaccuracies. A control effort term is also considered in the formulation of the cost function to achieve a high ratio between the sampling frequency and the average switching frequency. After a comprehensive simulation study showing the advantages of the proposed approach over the conventional FCS-MPC for a wide range of operating conditions, several experimental test results are reported. The effectiveness of the proposed control approach, including a detailed analysis of the effect of the load and speed variations, is thus fully verified providing useful guidelines for the design of a direct model predictive controller of synchronous reluctance motor drives.

Original languageEnglish
Pages (from-to)1054-1063
Number of pages10
JournalIEEE Transactions on Industry Applications
Volume59
Issue number1
Early online date10 Oct 2022
DOIs
Publication statusPublished - 2023
Publication typeA1 Journal article-refereed

Keywords

  • Behavioral sciences
  • Control systems
  • Cost function
  • finite control set model predictive control
  • Inductance
  • Predictive models
  • Steady-state
  • steady-state performance
  • Switches
  • Synchronous reluctance machine
  • two-level voltage-source inverter

Publication forum classification

  • Publication forum level 2

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Industrial and Manufacturing Engineering
  • Electrical and Electronic Engineering

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