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
Link To Document :
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