中国机械工程2011，Vol.22Issue(15)：1853-1857,5.
粒子滤波在含噪齿轮箱故障盲源分离中的应用
Application of Particle Filter in Blind Source Separation of Gearbox Fault under Complex Noise Environment
摘要
Abstract
In gearbox fault diagnosis,the signals collected by sensors were suffered generally by the disturbance from various types of unknown noises.Under the complex noise environments,the blind source separation of the gearbox faults can not obtain perfect results of separation.In order to solve this problem,a new noisy blind source separation method of gearbox faults was proposed based on particle filter.A denoising process to the observation signals was implemented using Rao-blackwellised particle filter before the independent component analysis.The simulation and experimental results show that the proposed method is effective.关键词
故障诊断/盲源分离/粒子滤波/降噪Key words
fault diagnosis/blind source separation/particle filter/denoise分类
机械制造引用本文复制引用
刘晓平,郑海起,祝天宇..粒子滤波在含噪齿轮箱故障盲源分离中的应用[J].中国机械工程,2011,22(15):1853-1857,5.基金项目
国家自然科学基金资助项目（50775219) （）
