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《Journal of Shanghai Jiaotong University》 2014-05
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Bayesian Reliability Assessment for Numerically Controlled Machine Tools with Imperfect Repair

WANG Zhi-ming;YANG Jian-guo;School of Mechanical Engineering,Huaihai Institute of Technology;School of Mechanical Engineering,Shanghai Jiaotong University;  
A Bayesian reliability assessment method of small sample failure data for numerically controlled machine tools with imperfect repair was proposed.The selection of prior and posterior distributions for virtual age model of generalized renewal process was discussed.Bayesian point and interval estimates of model parameters and reliability indices including cumulative failure number,failure intensity and reliability etc.were obtained via Markov chain Monte Carlo(MCMC)sampling.A real example was analyzed, whose results show that Bayesian reliability analysis method has a higher accuracy than maximum likelihood estimate because of its incorporating prior information.
【Fund】: 国家自然科学基金(51275305)资助项目
【CateGory Index】: TG659
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 WANG Zhi-ming1,YANG Jian-guo1,WANG Guo-qiang2,ZHANG Gen-bao2(1.School of Mechanical Engineering,Shanghai Jiaotong University,Shanghai 200240,China; 2.Advanced Manufacturing Technology Laboratory,College of Mechanical Engineering,Chongqing University,Chongqing 400030,China);Reliability assessment of multiple NC machine tools with minimal repair[J];Journal of Harbin Institute of Technology;2011-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Wei-dong;SONG Hao-wei;ZHAO Zhi-wei;LI Jie;College of Mechatronic Engineering,Nanchang University;Zhuhai Gree Electric Appliances Co.,LTD.;;Assessment of Air-conditioner Reliability Based on Clustering Analysis and Time Compression[J];Industrial Engineering and Management;2013-04
2 YANG Qiang;SUN Zhi-li;ZHAO Xin;ZHANG Lei;School of Mechanical Engineering & Automation,Northeastern University;Liaoning Academy of Safety Science;;Reliable Life Prediction for Special Equipments with the Measurable Potential Failure Mode[J];Journal of Northeastern University(Natural Science);2014-01
3 Zhang Genbao;Liu Jie;Cheng Yansong;Advanced Manufacturing Technology Laboratory,College of Mechanical Engineering,Chongqing University;Chongqing Technology and Business Institute;;Minimal repairing reliability assessment for hydraulic sheet metal bending machine[J];Forging & Stamping Technology;2014-01
4 ZHANG Genbao;LIU Jie;GAO Qiliang;YANG Yi;College of Mechanical Engineering,Chongqing University;;Reliability assessment of multiple NC machine tools with imperfect repair[J];Journal of Chongqing University;2014-02
5 LI Zi-chen;LIU Yi-ping;FU Guo-zhong;School of Mechanical Electronic and Industrial Engineering,University of Electronic Science and Technology of China;;Machine Tool Fault Information Management System Softw are Development[J];东华大学学报(英文版);2014-06
6 REN Li-na;RUI Zhi-yuan;LEI Chun-li;School of Mechanical and Electronical Engineering,Lanzhou University of Technology;;Immune Clone Maximum Likelihood Estimation of Improved Non-homogeneous Poisson Process Model Parameters[J];东华大学学报(英文版);2014-06
7 YANG Zhaojun;CHEN Chuanhai;CHEN Fei;LI Guofa;College of Mechanical Science and Engineering,Jilin University;Key Laboratory of CNC Equipment Reliability Technique of Machinery Industry,Jilin University;;Progress in the Research of Reliability Technology of Machine Tools[J];Journal of Mechanical Engineering;2013-20
8 WANG Zhi-ming;YANG Jian-guo;School of Mechanical Engineering,Huaihai Institute of Technology;School of Mechanical Engineering,Shanghai Jiaotong University;;Experimental design of reliability assessment for numerical control machine tools[J];Computer Integrated Manufacturing Systems;2013-10
9 ZHANG Genbao;LI Dongying;LIU Jie;LIU Jian;College of Mechanical Engineering, Chongqing University;Department of Mechanical and Energy Engineering, Shaoyang University;;Reliability Assessment for Multiple NC Machine Tools Oriented to General Repair[J];Journal of Mechanical Engineering;2013-23
10 WANG Guo-qiang;ZHANG Gen-bao;CHEN Jia-yan;HONG Tao;College of Quality & Safety Engineering,China Jiliang University;College of Mechanical Engineering,Chongqing University;;Research of running maintenance-alarm system of NC machine based on Internet of things technology[J];Application Research of Computers;2013-12
China Proceedings of conference Full-text Database 1 Hits
1 XU Binbin;WANG Zhong;YANG Zhaojun;CHEN Fei;College of mechanical science and engineering Jin University;;Reliability Model for sub-systems of CNC Machine Tools based on the Maintenance Degree[A];[C];2014
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Zhang Yingzhi Shen Guixiang Jia Yazhou Xue Dan Li Yan (Jilin University);Research on the Disciplinarian and Reliability of Failure Distribution of CNC Lathe[J];Transactions of the Chinese Society for Agricultural Machinery;2006-01
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