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Experimental evaluation of a broken rotor bar fault detection scheme based on uncertainty bounds violation
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0003-0126-1897
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Signals and Systems.ORCID iD: 0000-0002-0079-9049
2013 (English)In: 39th Annual Conference of the IEEE Industrial Electronics Society: November 10-13, 2013, Vienna, Austria, IEEE Communications Society, 2013, p. 5541-5546Conference paper, Published paper (Refereed)
Abstract [en]

In this article an experimental evaluation of a broken rotor bar fault detection scheme based on uncertainty bounds violation will be presented. The novelty of this article stems from the establishment and the experimental evaluation of fault detection scheme being able to detect faults at the beginning of its occurrence, based on Set Membership Identification and novel proposed boundary violation rules for the identified motor’s parameters. By the utilization of the SMI technique, the simplified equivalent model of the induction motor is being identified during the steady state operation (non–fault case), while at the same time safety bounds for the identified variables are being provided, based on an a priori defined corrupting additive noise. On the event of a fault, specific fault detection conditions are being proposed that can capture the fault of a broken bar. Detailed analysis of the proposed approach as also extended experimental results are being presented that prove the efficiency of the proposed scheme.

Place, publisher, year, edition, pages
IEEE Communications Society, 2013. p. 5541-5546
Series
I E E E Industrial Electronics Society. Annual Conference. Proceedings, ISSN 1553-572X
Keywords [en]
Information technology - Automatic control
Keywords [sv]
Informationsteknik - Reglerteknik
National Category
Control Engineering
Research subject
Control Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-34022DOI: 10.1109/IECON.2013.6700041Scopus ID: 2-s2.0-84893616982Local ID: 81e9babb-806c-4c2b-bf26-e3f7bcb53a7eOAI: oai:DiVA.org:ltu-34022DiVA, id: diva2:1007271
Conference
Annual Conference of the IEEE Industrial Electronics Society : 10/11/2013 - 13/11/2013
Projects
Feldetektering i elektriska maskiner
Note
Validerad; 2013; 20130617 (geonik)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-07-10Bibliographically approved

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Mustafa, Mohammed ObaidNikolakopoulos, GeorgeGustafsson, Thomas

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