Title :
Failure Rate Evaluation of CNC Machine Tools Based on G-R Curves Analysis
Author :
Jie, Yu ; Zhiwei, Zhu ; Yaolin, Shi ; Lida, Sun
Author_Institution :
Lab. of Comput. Geodynamics, Grad. Univ. of Chinese Acad. of Sci., Beijing, China
Abstract :
G-R scaling relations are commonly used on seism prediction. It´s mainly used to estimate seism activities for different spaces and time windows and also to predict the probability of seism occurrence. The variance of b-values can reflect the seism active degree of the area. The paper uses this curve to describe the relationships of failure grades and failure rates of CNC lathes which makes an attempt on reliability analysis of CNC lathes. We can draw the conclusions that b value in frequent failure time is lower than in stable failure time. The value is towards 1.0 when the reliability level of CNC lathes is highly promoted through ten years´ reliability promotion.
Keywords :
computerised numerical control; failure analysis; lathes; probability; reliability; CNC lathes; CNC machine tools; G-R curve analysis; G-R scaling relations; failure rate evaluation; probability; reliability analysis; seism occurrence; seism prediction; time windows; Computer numerical control; Earthquakes; Educational institutions; Geophysical measurements; Machine tools; Monitoring; Reliability; CNC machine tools; G-R scaling relation; b-value; failure rate;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
DOI :
10.1109/ICMTMA.2011.329