Time between failures model and failure analysis of CNC system |
| |
Authors: | ZHANG Hai-bo JIA Ya-zhou ZHOU Guang-wen |
| |
Abstract: | To provide basis for the reliability improvement design of CNC system, the failure data of a type of CNC system in one year are collected under field conditions in workshops. The distribution model parameters of time between failures are estimated by least square method and hypothesis testing is done by d-test method. It is proved that the time between failures of the CNC system follows Weibull distribution and the system has entered into the wear-out failure period. The failure positions and failure causes are analyzed further to indicate the weak subsystems of the CNC system. It can be found that servo unit, electrical system, detecting unit and power supply are principal failure positions and the main failure cause is breakage of components. The corresponding improvement measures are put forward. The paper provides a reference to reliability design and analysis of CNC system for the manufacturer and has great guidance to using and maintaining CNC system for the user. |
| |
Keywords: | CNC system failure analysis reliability Weibull distribution |
本文献已被 CNKI 维普 万方数据 等数据库收录! |