Whole lifecycle reliability assessment of multiple nc machine tools with minimal repair
Ren, Li-Na; Rui, Zhi-Yuan; Liu, Jun; Lei, Chun-Li
2015-01-28
发表期刊Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University
ISSN10062467
卷号49期号:1页码:19-23
摘要Based on superposed log-linear process (S-LLP), a whole lifecycle reliability assessment method for multiple numerically-controlled (NC) machine tools with minimal repair was proposed. A bathtub curve model, which includes early failure period and wear failure period, was presented. The lasting time of early failure period was quantitatively analyzed, and the point maximum likelihood and interval estimators of model parameters and reliability indices were given. An example of real data with failure truncation from multi-NC machine tools was taken to prove the proposed method. The results of AIC and goodness-of-fit show that the S-LLP model is better than that of the superposed power-law process model, which is suitable for whole lifecycle reliability assessment of NC machine tools. ©, 2015, Shanghai Jiao Tong University. All right reserved.
关键词Life cycle Maximum likelihood estimation Outages Reliability analysis Repair Bathtub-curve models Interval estimators Minimal repair Numerically controlled machine Power law process Reliability assessments Reliability Index Whole life cycles
DOI10.16183/j.cnki.jsjtu.2015.01.004
收录类别EI
语种中文
出版者Shanghai Jiao Tong University, 2200 Xietu Rd no.25,, Shanghai, 200032, China
EI入藏号20150700524573
EI主题词Machine tools
EI分类号603.1 Machine Tools, General - 706.1 Electric Power Systems - 913.5 Maintenance - 922 Statistical Methods
来源库Compendex
分类代码603.1 Machine Tools, General - 706.1 Electric Power Systems - 913.5 Maintenance - 922 Statistical Methods
引用统计
文献类型期刊论文
条目标识符https://ir.lut.edu.cn/handle/2XXMBERH/112475
专题机电工程学院
作者单位School of Mechanical and Electronic Engineering, Lanzhou University of Technology, Lanzhou; 730050, China
第一作者单位兰州理工大学
第一作者的第一单位兰州理工大学
推荐引用方式
GB/T 7714
Ren, Li-Na,Rui, Zhi-Yuan,Liu, Jun,et al. Whole lifecycle reliability assessment of multiple nc machine tools with minimal repair[J]. Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University,2015,49(1):19-23.
APA Ren, Li-Na,Rui, Zhi-Yuan,Liu, Jun,&Lei, Chun-Li.(2015).Whole lifecycle reliability assessment of multiple nc machine tools with minimal repair.Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University,49(1),19-23.
MLA Ren, Li-Na,et al."Whole lifecycle reliability assessment of multiple nc machine tools with minimal repair".Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University 49.1(2015):19-23.
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