摘要
许多机械系统存在着明显的非线性特征,特别是当系统发生故障时,其非线性更加 突出。双谱分析是对非线性系统进行识别的有效方法。然而根据定义计算双谱,首先 要计算三阶相关函数.然后进行二维Fourier变换.这需要大量的计算机机时。本 文在阐明双谱的概念的基础上,推导出利用FFT快速算法估算双谱的公式,编制出计 算软件。最后利用双谱为析对2100型柴油机连杆轴承出现的间隙非线性进行了分 析,正确地诊断出柴油机发生的故障。
The nonlinear features exist in many machine systems obviously. Especi-ally, when faults appear in the systems, the nonlinearity of the systems becomes prominent, Bispectral analysis is an efficient method in identification of nonlinear systems. However, calculating bispectrum from the definition of bispectrum, first the three order auto-correlation function must be calculated, then the two dimentional Fourier transformation may be carried out, This will take a long time of computer, The concept of bispectrum is described and the estimated formula worked out by means of FFT. The software of calculating bispectrum is made.The bispectral technique is applied to analysis of deadband nonlinearity occurring in the diesel type-2100. The fault of the diesel is correctly diagnosed,
出处
《大连理工大学学报》
EI
CAS
CSCD
北大核心
1989年第2期177-182,216,共7页
Journal of Dalian University of Technology
基金
国家自然科学基金资助项目。
关键词
机械
故障诊断
双谱分析
非线性
fault diagnosis
information processing
identification
nonlinear/bispectrum analysis