Blind Sources Separation Applied to Rotating Machines Monitoring by Acoustical and Vibrations Analysis

Transmission path phase compensation for gear monitoring under fluctuating load conditions

“…Gelle et al [12] used blind source separation to recover source signals from measured signals. The aim of this study was not to estimate the exact source signal but rather to remove the influence of surrounding machines from the signal being measured.…”

Study on the algorithm of vibration source identification based on the optical fiber vibration pre-warning system

“…Recently, the research on vibration signal processing and vibration source identification mainly contains the blind source separation technology [1][2][3][4][5][6][7], a signal processing method extracting source signals without knowing or only knowing a little prior information, which is especially applied to communication reconnaissance areas. This technology is currently only effective for the cycle stationary signal while in reality there are always anti-stationary random signals.…”

Principal component analysis and blind source separation of modulated sources for electro-mechanical systems diagnostic

“…These methods are very popular for communications or audio processing applications [1]. BSS [2,3] is also very attractive for diagnosis of mechanical systems or rotating machine monitoring [4][5][6][7][8][9][10]. Indeed, useful signals are generally corrupted with signals coming from other mechanical systems and ambient noise.…”