NDLI: Experimental evaluation of a broken rotor bar fault detection scheme based on Uncertainty Bounds violation

Content Provider	IEEE Xplore Digital Library
Author	Mustafa, M.O. Nikolakopoulos, G. Gustafsson, T.
Copyright Year	2013
Description	Author affiliation: Dept. of Comput. Sci., Electr. & Space Eng., Control Eng. Group, Lulea Univ. of Technol., Lulea, Sweden (Mustafa, M.O.; Nikolakopoulos, G.; Gustafsson, T.)
Abstract	This paper proposed a new technique for an experimental evaluation of a broken rotor bar fault detection based on Uncertainty Bounds violation. 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.
Sponsorship	IEEE Ind. Electron. Soc.
Starting Page	5543
Ending Page	5548
File Size	4026630
Page Count	6
File Format	PDF
ISBN	9781479902248
ISSN	1553572X
DOI	10.1109/IECON.2013.6700041
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-11-10
Publisher Place	Austria
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Induction motors Fault detection Rotors Uncertainty Stators Vectors Data acquisition
Content Type	Text
Resource Type	Article

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