DocumentCode :
1709306
Title :
System for gear online fault diagnosis based on DSP and envelope demodulation method
Author :
Hongxia, Pan ; Yang, Gao ; Sheng, Wu
Author_Institution :
Sch. of Mech. Eng. & Autom., North Univ. of China, Taiyuan, China
Volume :
2
fYear :
2010
Abstract :
A online fault diagnosis system is designed using TI´s digital signal processor DSP-TMS320F2812 as the core processor. The system can run independently without the upper monitor, its hardware is built by the various peripheral modules of F2812, which includes the acquisition of vibration signal, rotating speed signal, digital signal, and communicates with the upper monitor by RS-232 protocol and CAN (Controller Area Network) bus. According to the common faults occured in gears, the digital filter algorithm, time domain statistical index, power spectrum and envelope demodulation spectrum are used in data processing to extract fault feature. It can get the type, location and extent of the fault by the fault feature vector. Tests show that the system can realize on-line monitoring for a long time, and can correctly identify the faults.
Keywords :
controller area networks; data acquisition; demodulation; digital filters; digital signal processing chips; fault diagnosis; feature extraction; field buses; gears; mechanical engineering computing; CAN bus; DSP; RS-232 protocol; TMS320F2812; controller area network; data acquisition; digital filter algorithm; digital signal processor; envelope demodulation method; feature extraction; gear fault; online fault diagnosis system; time domain statistical index; Fault diagnosis; Frequency modulation; Gears; Shafts; Time frequency analysis; Turning; Vibrations; DSP; data acquisition; envelope demodulation; fault diagnosis; feature extraction; gears;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
Type :
conf
DOI :
10.1109/ICSPS.2010.5555271
Filename :
5555271
Link To Document :
بازگشت