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Reliability analysis of repairable systems using system dynamics modeling and simulation

机译:基于系统动力学建模与仿真的可修复系统可靠性分析

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摘要

Repairable standby system's study and analysis is an important topic in reliability. Analytical techniques become very complicated and unrealistic especially for modern complex systems. There have been attempts in the literature to evolve more realistic techniques using simulation approach for reliability analysis of systems. This paper proposes a hybrid approach called as Markov system dynamics (MSD) approach which combines the Markov approach with system dynamics simulation approach for reliability analysis and to study the dynamic behavior of systems. This approach will have the advantages of both Markov as well as system dynamics methodologies. The proposed framework is illustrated for a standby system with repair. The results of the simulation when compared with that obtained by traditional Markov analysis clearly validate the MSD approach as an alternative approach for reliability analysis.
机译:可维修备用系统的研究与分析是可靠性的重要课题。分析技术变得非常复杂和不切实际,尤其是对于现代复杂系统而言。在文献中已经尝试使用仿真方法来发展用于系统可靠性分析的更现实的技术。本文提出了一种称为马尔可夫系统动力学(MSD)的混合方法,该方法将马尔可夫方法与系统动​​力学仿真方法相结合,以进行可靠性分析并研究系统的动态行为。这种方法将同时具有马尔可夫和系统动力学方法的优点。说明了所建议的框架,用于带有维修的备用系统。与传统的马尔可夫分析相比,仿真结果清楚地证明了MSD方法是可靠性分析的替代方法。

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