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Piecewise Deterministic Markov Processes based approach applied to an offshore oil production system

机译:基于分段确定性马尔可夫过程的方法应用于海上采油系统

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摘要

This paper is keeping with the topic of two papers which treated dynamic reliability problems and were presented in previous conferences. Its aim is to confirm the potentialities of a method which combines the high modeling ability of the piecewise deterministic processes and the great computing power inherent to the Monte Carlo simulation. This method is now applied to a simplified but realistic offshore oil production system which is a hybrid system combining continuous-time and discrete-time dynamics. The results thus obtained have been compared with those given by an ad hoc Petri net model for comparison and validation purposes.
机译:本文与讨论动态可靠性问题的两篇论文保持一致,并在之前的会议中进行了介绍。其目的是确认一种结合了分段确定性过程的高建模能力和蒙特卡洛模拟固有的强大计算能力的方法的潜力。该方法现已应用于简化但现实的海上采油系统,该系统是一种结合了连续时间和离散时间动态的混合系统。为了比较和验证的目的,已将由此获得的结果与特设Petri网模型给出的结果进行了比较。

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