DocumentCode
3579105
Title
Broken bar fault detection using fused DWT-FFT in FPGA platform
Author
Panigrahy, Parth Sarathi ; Konar, Pratyay ; Chattopadhyay, Paramita
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Eng. Sci. & Technol., Howrah, India
fYear
2014
Firstpage
1
Lastpage
6
Abstract
This paper proposes a FPGA friendly fused DWT-FFT based technique for broken rotor bar fault detection of induction motor. Discrete wavelet transform is implemented in FPGA platform realizing its time-frequency perseverance quality. The smallest length `Haar´ wavelet is capable for detecting broken rotor bar fault with a satisfactory level of accuracy. Since Haar wavelet is used the computational burden and resource utilization are reduced as compared to others. In addition to that significant reduction in FFT computation to analyze the spectrums of specific band makes this approach very FPGA friendly.
Keywords
condition monitoring; discrete wavelet transforms; electrical maintenance; fast Fourier transforms; fault diagnosis; field programmable gate arrays; induction motors; signal processing; FPGA platform; broken bar fault detection; broken rotor bar fault detection; fused DWT-FFT; induction motor; time-frequency perseverance quality; Broken rotor bar fault; Condition monitoring; DWT; FFT; Vibration analysis; field-programmable gate arrays (FPGAs);
fLanguage
English
Publisher
ieee
Conference_Titel
Power, Control and Embedded Systems (ICPCES), 2014 International Conference on
Print_ISBN
978-1-4799-5910-5
Type
conf
DOI
10.1109/ICPCES.2014.7062819
Filename
7062819
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