Resistances estimation with an extended Kalman filter in the objective of real-time thermal monitoring of the induction machine
Resistances estimation with an extended Kalman filter in the objective of real-time thermal monitoring of the induction machine
- Author(s): E. Foulon ; C. Forgez ; L. Loron
- DOI: 10.1049/iet-epa:20060356
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- Author(s): E. Foulon 1 ; C. Forgez 2 ; L. Loron 1
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View affiliations
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Affiliations:
1: Institut de Recherche en Electrotechnique et Electronique de Nantes Atlantique (IREENA), Saint-Nazaire Cedex, France
2: Laboratoire d'Electromécanique de Compiègne (LEC), Université de Technologie de Compiègne, Compiegne Cedex, France
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Affiliations:
1: Institut de Recherche en Electrotechnique et Electronique de Nantes Atlantique (IREENA), Saint-Nazaire Cedex, France
- Source:
Volume 1, Issue 4,
July 2007,
p.
549 – 556
DOI: 10.1049/iet-epa:20060356 , Print ISSN 1751-8660, Online ISSN 1751-8679
Estimation of both stator and rotor resistances are dealt with, in order to monitor the thermal behaviour of the induction machine in real time. For this, a reduced-order electrical model is presented and introduced in extended Kalman filters. An experimental set-up is described and resistance measurement difficulties are underlined. Experimental results and comparison of the different model extensions to meet accurate estimations are discussed.
Inspec keywords: Kalman filters; computerised monitoring; nonlinear filters; power filters; asynchronous machines
Other keywords:
Subjects: Asynchronous machines; Other power apparatus and electric machines; Computerised instrumentation
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