Reliability Evaluation on Machining Center Based on Three-Parameter Weibull Distribution

摘要：

　　In order to improve the model accuracy of reliability evaluation,the Three-Parameter Weibull Distribution model of time between fault was established by introducing location parameters.The correlation coefficient optimization method based on the adaptive genetic algorithm was firstly applied to estimate the location parameter of the Three-Parameter Weibull Distribution.Shape parameter and scale parameter were obtained by the least square method.The time between failures of these series machining center submitting to three-parameter weibull Distribution was checked by the test hypothesis of goodness-of-fit distribution.Finally,the machining center was carried out reliability evaluation based on the Three-Parameter Weibull Distribution model.

关键词： machining center weibull distribution the adaptive genetic algorithm the correlation coefficient optimization method reliability evaluation

作者: Gongchang Ren Zhiwei Yang Bomin Meng

作者单位: Institute of Electrical and Mechanical Engineering, Shaanxi University of Science and Technology, Xi Xian XD High Voltage Apparatus CO.,LTD, Xian, Shaanxi 710018,China

会议类型: 国际会议

会议名称: the 2012 International Conference on Frontiers of Advanced Materials and Engineering Technology (2012年先进材料与工程技术国际会议(FAMET 2012))

会议地点: 厦门

会议语种:英文

页码: 1645-1649

在线出版日期: 2012-01-04（万方平台首次上网日期，不代表论文的发表时间）