Comparison between UKF and EKF in Sensorless Synchronous Reluctance Motor Drives

Publikation: Beiträge in ZeitschriftenZeitschriftenaufsätzeForschungbegutachtet

Authors

The reduction of the human environmental footprint can be achieved through the use of more efficient motors, such as synchronous reluctance motors (SynRMs). Known for their affordability, SynRMs are increasingly employed in sensorless AC drives. This paper presents a critical comparison of sensorless algorithms based on two nonlinear Kalman Filters (Unscented and Extended). The objective is to highlight the theoretical and practical advantages and drawbacks of each method when applied to the speed control of a SynRM, culminating in a definitive decision on the best choice. The magnetic model of the SynRM is much more nonlinear than that of induction motors, which are predominantly addressed in existing literature. This study aims to fill the gap by answering the question: 'Is the extended Kalman filter still the best choice even in the case of nonlinear electric motors?' The answer comes through a large batch of experiments, including speed and load torque tests, zero-speed standstill starts, parameter sensitivity, and evaluation of computational burdens for both Kalman filter algorithms.

OriginalspracheEnglisch
ZeitschriftIEEE Open Journal of Power Electronics
Jahrgang5
Seiten (von - bis)1562-1572
Anzahl der Seiten11
DOIs
PublikationsstatusErschienen - 2024

Bibliographische Notiz

Publisher Copyright:
© 2024 The Authors.

DOI

Zuletzt angesehen

Forschende

  1. Samuel Fadel

Publikationen

  1. Erwiderung einer Erwiderung
  2. Leveling up? An inter-neighborhood experiment on parochialism and the efficiency of multi-level public goods provision
  3. Lernsoftware im Unterricht
  4. How can Environmental Management contribute to Shareholder Value?
  5. Tormentil for active ulcerative colitis
  6. Microtomography on biomaterials using the harwi-2 beamline at desy
  7. A Dual Kalman Filter to Identify Parameters of a Permanent Magnet Synchronous Motor
  8. Conditionality of EU funds: an instrument to enforce EU fundamental values?
  9. Video Game Microtransactions & Loot Boxes - An Empirical Study on the Effectiveness of Social Responsibility Measures
  10. Assessing User Behavior by Mouse Movements
  11. An Integrated Case Study of the Concepts and Applications of SAP ERP HCM
  12. Was gibt´s heute?
  13. Impacts of Multiple Environmental Change Drivers on Growth of European Beech (Fagus sylvatica)
  14. The relationship between acculturation strategies and depressive and anxiety disorders in Turkish migrants in the Netherlands
  15. Predictive modeling in e-mental health
  16. Enforcement concepts and strategies in the EU
  17. Performance measurement systems
  18. Orientations for co-constructing a positive climate for diversity in teaching and learning
  19. Introduction
  20. The theory of socio-cultural evolution
  21. Perceptions of science, science communication, and climate change attitudes in 68 countries - the TISP dataset
  22. Myth and Metaphor
  23. CODA - A Groupbase System For Cooperative Design Applications
  24. Is Code Law? Kritik in Zeiten algorithmischer Gouvernementalität
  25. EVALUATION FORM FOR TRAINEES AS A HUMAN-RESOURCE DATA INSTRUMENT - SUGGESTIONS FOR ITS CONSTRUCTION AND RESULTS OF AN EMPIRICAL-STUDY
  26. Thanking and responding to thanks in American English: Language patterning and contextual appropriateness