DocumentCode :
1902062
Title :
FPGA-based smart-sensor for fault detection in VSD-fed induction motors
Author :
Garcia-Ramirez, A.G. ; Osornio-Rios, R.A. ; Garcia-Perez, A. ; Romero-Troncoso, Rene de Jesus
Author_Institution :
DICIS, Univ. of Guanajuato, Salamanca, Mexico
fYear :
2013
fDate :
27-30 Aug. 2013
Firstpage :
233
Lastpage :
240
Abstract :
Nowadays, different industrial processes use induction motors fed through variable speed drives (VSD). In order to improve these processes, the industry demands the use of smart sensors to detect the faults, reduce the cost of maintenance, and decrease power consumption. In this work, broken rotor bars, unbalance and misalignment are automatically detected in induction motors fed by a VSD using the three current phases online, with a smart sensor. The proposed smart sensor is implemented in a field programmable gate array offering a low computational load methodology, low- cost, and portable solution for fault detection in induction motors VSD-fed. Results show a high effectiveness detection of the treated faults.
Keywords :
fault diagnosis; field programmable gate arrays; induction motors; intelligent sensors; variable speed drives; FPGA; different industrial processes; fault detection; field programmable gate array; induction motors; maintenance cost; power consumption; rotor bars; smart-sensor; variable speed drives; Artificial neural networks; Bars; Field programmable gate arrays; Induction motors; Intelligent sensors; Rotors; Transforms; Fault detection; Field programmable gate arrays; Induction motors; Variable speed drives;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), 2013 9th IEEE International Symposium on
Conference_Location :
Valencia
Type :
conf
DOI :
10.1109/DEMPED.2013.6645722
Filename :
6645722
Link To Document :
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