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Optimal allocation of prognostics and health management capabilities to improve the reliability of a power transmission network

机译：优化预测和健康管理功能以提高输电网络的可靠性

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摘要

We introduce a new perspective to improve the reliability of a network, which aims at finding cost-effective portfolios of Prognostics and Health Management (PHM) systems to be installed throughout the network. To do this, we estimate the reliability of the single network element equipped with a PHM system, whose prognostic performance is measured in terms of the a A performance, false positive and false negative metrics. Then, we apply genetic algorithms for finding the portfolios of PHM systems to be installed on the network elements, which are optimal with respect to cost and a global reliability efficiency index of the network. The workbench case study of the IEEE 14 bus network is considered as application.
机译：我们引入了一种新的观点来提高网络的可靠性，该观点旨在找到要在整个网络中安装的经济有效的预测和健康管理（PHM）系统产品组合。为此，我们估计配备PHM系统的单个网元的可靠性，其预后性能是根据A性能，假阳性和假阴性指标来衡量的。然后，我们应用遗传算法来查找要安装在网络元素上的PHM系统的资产组合，这些资产组合在成本和网络的整体可靠性效率指标方面都是最佳的。 IEEE 14总线网络的工作台案例研究被认为是应用程序。

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