Accelerated Life Test for Reliability Evaluation of Pneumatic Cylinders

被引:8
作者
Chen, Juan [1 ,2 ]
Zio, Enrico [2 ,3 ]
Li, Jia [4 ]
Zeng, Zhiguo [2 ]
Bu, Chong [5 ]
机构
[1] Beihang Univ, Sch Mech Engn & Automat, Beijing 100191, Peoples R China
[2] Univ Paris Saclay, Lab Genie Ind, Chair Syst Sci & Energy Challenge, Cent Supelec,Fdn Elect France, F-91190 Gif Sur Yvette, France
[3] Politecn Milan, Energy Dept, I-20156 Milan, Italy
[4] SIEMENS Co, Siemens PLM Software, Beijing 100191, Peoples R China
[5] China Univ Min & Technol, Sch Mech Elect & Informat Engn, Beijing 100083, Peoples R China
来源
IEEE ACCESS | 2018年 / 6卷
关键词
Accelerated life test; data analysis; failure mechanisms; pneumatic cylinders; reliability; FRICTION; WEAR; SEAL;
D O I
10.1109/ACCESS.2018.2882767
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pneumatic cylinders are intended to be designed for high reliability and long lifetimes. Evaluating such designs through conventional life tests is difficult as the affordable test time is too short to generate a meaningful amount of failure data. In this paper, we design and implement an accelerated life test (ALT) for evaluating the reliability of pneumatic cylinders. From a detailed analysis of failed samples from field operation, the major failure mechanisms that affect the reliability of pneumatic cylinders are identified, e.g., wear and tear of sealing rings. For these failure mechanisms, temperature and frequency are found out to be the significant stresses of the pneumatic cylinders. A two-factor-four-level full-factor design of ALT is, then, performed to set up an ALT plan for the pneumatic cylinders. A total number of 95 samples are tested according to the ALT plan, and a mixed Arrhenius-inverse-power-law model is used to fit the test data and predict the reliability under normal operation conditions. In addition, a normal stress test of eight samples is performed to validate the reliability predicted by the ALT. The results show that using the proposed ALT, the reliability of the pneumatic cylinder can be predicted with satisfactory accuracy. It is also shown that the designed ALT plan requires only 38.77% of the testing effort of other conventional life tests.
引用
收藏
页码:75062 / 75075
页数:14
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