机械与电子Issue(12)：31-34,4.
数控机床故障数据自动分析处理软件的开发
The Development of Automatically Analysis and Processing Software Aiming at CNC Machine Tool's Failure Data
摘要
Abstract
Aiming at the difficulties in analysis and processing of machine tool's fault data, a set of machine tool fault data's analysis and processing software is developed. On the base of collection of machine tool's failure data, failure data is processed by mathematical statistics method. The probability density curve is fitted and the distribution type of it is estimated. On the base of it,many kinds of distribution models'parameters, including lognormal distribution, Weibull distribution, normal distribution exponential distribution and Ray-leigh distribution's calculated by maximum likelihood method and its fitting check is done by K - S method to ascertain the distribution type of failure data. Finally,the characteristic values such as probability density, failure probability, reliability, failure rate and mathematical expectation is calculated aiming at specific distribution model. The theoretical process and method is done by Matlab language and realized the whole automatically analysis and processing of CNC machine tool's failure data.关键词
数控机床/机床可靠性/分布类型/软件开发Key words
machine tool/ reliability of machine tool/distribution types software development分类
矿业与冶金引用本文复制引用
刘阔,刘春时,林剑峰,马晓波,于文东..数控机床故障数据自动分析处理软件的开发[J].机械与电子,2011,(12):31-34,4.基金项目
国家重点基础研究发展计划(973计划)(2010CB736003) （973计划）
