一种基于在线运行可靠性指标的信息物理系统性能维护算法

V. Shikhin, D. Obychaiko, A. Shikhina
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引用次数: 0

摘要

网络物理系统(CPS)的在线(运行)可靠性分析和恢复过程正在研究之中。该方法基于将生命周期划分为参考紧急前状态、紧急状态、恢复状态和预测状态的时间片。CPS的工作能力恢复是针对极其关键和关键的设备进行的。构造了控制分量和物理分量的状态图。设计的微分方程将恢复到工作状态的概率与故障强度和各种类型的恢复联系起来。在已知相应状态概率的初始条件下,适当的常微分方程的解可以在时域上得到清晰的图形解释,它显示了系统组件从一种状态转移到另一种状态的概率变化,通过CPS生命周期的时间片。建立了相应部件的恢复或更换决策图,可以合理选择以工作能力恢复为目标的行动方案。开发了该方法实现的算法,并通过与自动泊车系统相关的数值示例的执行进行了测试,该系统是cps系统的典型代表。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Algorithm to Maintain the Performance of the Cyber-Physical System via Online Indicator of Operational Reliability
On-line (operational) reliability analysis and recovery process of cyber-physical systems (CPS) is under consideration. The approach is based on the division of the life- cycle into time slices with reference to the pre-emergency, emergency, restored and predicted states. Working capability restoration of the CPS is executed with respect to extremely critical and critical equipment. Constructed state graphs of the cybernetic component and the physical component are introduced. Designed differential equations link the probability of return to a working state with intensities of failures and various types restorations. Under the known initial conditions of the probabilities for corresponding states the solution of appropriate ordinary differential equations allows a clear graphical interpretation in the time domain, which shows the changes in the probability of the system components transition from one state to another by time slices of the CPS life-cycle. The developed diagram of decision-making on restoration or replacement of the corresponding component allows to make the reasonable choice of the actions option aimed on working capability restoration. An algorithm for the method implementation is developed and tested via execution of the numerical example related with Automated Parking system as a typical representative of the CPS-systems variety.
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