计算机技术与发展
計算機技術與髮展
계산궤기술여발전
COMPUTER TECHNOLOGY AND DEVELOPMENT
2014年
6期
49-51,55
,共4页
振动信号%去噪%循环维纳滤波%线性相位
振動信號%去譟%循環維納濾波%線性相位
진동신호%거조%순배유납려파%선성상위
vibration signal%denoising%circular Wiener filtering%linear phase
振动信号的去噪需要在滤除噪声的同时尽可能避免相位失真。传统的锐截止低通滤波器或FIR滤波器无法在去噪效果和线性相位之间取得平衡,难以满足振动信号的去噪需求。针对这一问题,将线性相位的维纳滤波算法引入到振动信号的去噪中,并结合振动信号的循环平稳特性,形成了振动信号的循环维纳滤波算法。文中以直接维纳滤波为基础对循环维纳滤波算法的原理进行了深入分析和仿真实现,并基于实测汽轮机振动信号对算法的去噪性能进行了讨论。理论分析及算法仿真表明,循环维纳滤波算法在保证线性相位的前提下有较好的去噪效果,能够解决传统去噪算法所存在的去噪效果与线性相位难以均衡的问题。
振動信號的去譟需要在濾除譟聲的同時儘可能避免相位失真。傳統的銳截止低通濾波器或FIR濾波器無法在去譟效果和線性相位之間取得平衡,難以滿足振動信號的去譟需求。針對這一問題,將線性相位的維納濾波算法引入到振動信號的去譟中,併結閤振動信號的循環平穩特性,形成瞭振動信號的循環維納濾波算法。文中以直接維納濾波為基礎對循環維納濾波算法的原理進行瞭深入分析和倣真實現,併基于實測汽輪機振動信號對算法的去譟性能進行瞭討論。理論分析及算法倣真錶明,循環維納濾波算法在保證線性相位的前提下有較好的去譟效果,能夠解決傳統去譟算法所存在的去譟效果與線性相位難以均衡的問題。
진동신호적거조수요재려제조성적동시진가능피면상위실진。전통적예절지저통려파기혹FIR려파기무법재거조효과화선성상위지간취득평형,난이만족진동신호적거조수구。침대저일문제,장선성상위적유납려파산법인입도진동신호적거조중,병결합진동신호적순배평은특성,형성료진동신호적순배유납려파산법。문중이직접유납려파위기출대순배유납려파산법적원리진행료심입분석화방진실현,병기우실측기륜궤진동신호대산법적거조성능진행료토론。이론분석급산법방진표명,순배유납려파산법재보증선성상위적전제하유교호적거조효과,능구해결전통거조산법소존재적거조효과여선성상위난이균형적문제。
Vibration signal denoising needs to avoid the phase distortion as far as possible. Traditional sharp cut-off of low-pass filter and FIR filter are unable to strike a balance between denoising and having a linear phase. It's difficult to meet the demand of vibration signal denoising. In order to solve this problem,the linear phase of Wiener filtering algorithm is introduced into the vibration signal denoising. Combined with the cycle of steady vibration signal characteristics,it forms the vibration signal cycle of Wiener filtering algorithm. Based on Wiener filtering,circulated Wiener filtering algorithm is studied by the thorough analysis and simulation. And the actual turbine vibra-tion signal denoising algorithm is proposed. Theoretical analysis and algorithm simulation shows that the circulation Wiener filtering algo-rithm has good effect of denoising,which can solve the contradictory between denoising effect and linear phase equilibrium.