Reliability analysis of repairable systems using stochastic point processes |
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Authors: | Fu-rong Tan Zhi-bin Jiang Tong-shuo Bai |
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Affiliation: | 1. School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200240, China 2. School of Electronic, Information and Eleetrical Engineering, Shanghai Jiaotong University, Shanghai 200240, China |
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Abstract: | In order to analyze the failure data from repairable systems, the homogeneous Poisson process(HPP) is usually used. In general, HPP cannot be applied to analyze the entire life cycle of a complex, re-pairable system because the rate of occurrence of failures (ROCOF) of the system changes over time rather thanremains stable. However, from a practical point of view, it is always preferred to apply the simplest methodto address problems and to obtain useful practical results. Therefore, we attempted to use the HPP model toanalyze the failure data from real repairable systems. A graphic method and the Laplace test were also usedin the analysis. Results of numerical applications show that the HPP model may be a useful tool for the entirelife cycle of repairable systems. |
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Keywords: | repairable systems reliability analysis homogeneous Poisson process (HPP) rate of occurrence of failures (ROCOF) stochastic point process Laplace test |
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