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Implementation of Wavelet Packet Transform for Detection and Analysis of Stator Faults in Induction Machine

Implementation of Wavelet Packet Transform for Detection and Analysis of Stator Faults in Induction Machine
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摘要 Execution of an online detection technique for induction motor fault diagnosis and research at the current period of time is discussed in this paper. Wavelet packets transform (WPT)-based algorithm is used by the detection method for investigating and identification of many disruptions that happen in three-phase induction motors. The association of the coefficients of the WPT of line currents with the help of a main wavelet at the secondary level of resolution with a threshold discovered through an experiment at the time of the vital position can used to observe the motor reference point. The propagation of wavelet analysis and disintegration of the signal into an equivalent bandwidth which can attain a good disintegration of the solution than what wavelet analysis do is called as Wavelet packet analysis. In order to overcome accidental failing, the on-line fault diagnostics technology for the reduction of incipient errors is a must. Execution of an online detection technique for induction motor fault diagnosis and research at the current period of time is discussed in this paper. Wavelet packets transform (WPT)-based algorithm is used by the detection method for investigating and identification of many disruptions that happen in three-phase induction motors. The association of the coefficients of the WPT of line currents with the help of a main wavelet at the secondary level of resolution with a threshold discovered through an experiment at the time of the vital position can used to observe the motor reference point. The propagation of wavelet analysis and disintegration of the signal into an equivalent bandwidth which can attain a good disintegration of the solution than what wavelet analysis do is called as Wavelet packet analysis. In order to overcome accidental failing, the on-line fault diagnostics technology for the reduction of incipient errors is a must.
作者 G. Rayappan V. Duraisamy D. Somasundareswari I. Rajarajeswari G. Rayappan;V. Duraisamy;D. Somasundareswari;I. Rajarajeswari(Department of Electronics and Electronics Engineering, Adithya Institute of Technology, Coimbatore, India;Principal Maharaja Institute of Technology, Coimbatore, India;SriGuru Institute of Technology, Coimbatore, India;Department of Electrical & Electronics Engineering, PPG Institute of Technology, Coimbatore, India)
出处 《Circuits and Systems》 2016年第10期3253-3259,共7页 电路与系统(英文)
关键词 Condition Monitoring Fault Diagnosis Induction Motor Wavelet Packet Transform (WPT) Condition Monitoring Fault Diagnosis Induction Motor Wavelet Packet Transform (WPT)
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