装备健康状态评估指标论证方法
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国防科技大学智能科学学院

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TP806

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装备预研项目


Equipment health evaluation index determination method
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    摘要:

    健康状态感知能力成为制约现代武器装备可用性的关键因素之一,PHM设计是实现该能力的重要手段,PHM指标论证是PHM设计的重要内容,指标是否科学将直接影响PHM设计效果,进而影响装备可用性。针对实践中缺乏理论性与可实现性强的PHM指标论证方法,本文提出一种从装备综合效能指标到PHM综合指标、再到PHM能力指标的分级论证方法,先定义了一种健康状态评估率作为PHM综合能力指标,然后选取可用度作为论证的顶层输入指标,从可用度经典定义式出发推导了可用度与健康状态评估率的关系式,通过绘制可用度曲线,以及使可用度最大化,得到最佳的健康状态评估率指标。本文还推导出健康状态评估率等于故障覆盖率与评估准确度的乘积,这二者分别取决于感知单元数量和诊断预测方法,这对于开展PHM设计有指导意义。最后通过固有可用度与使用可用度案例检验了本文方法的有效性和实用性。

    Abstract:

    The health evaluation(HE for short) is increasingly becoming a key factor restricting equipment availability. PHM design is an important means to achieve this ability, and PHM index demonstration is an important content of PHM design. Aiming at lack of theoretical and implementable methods, this article proposes a graded demonstration method from comprehensive efficiency indicators to PHM comprehensive indicators, and then to PHM capability indicators. Firstly, an HE rate is defined, and then availability is selected as the top-level input indicator. Starting from the classic definition of availability, the relationship between availability and HE rate is derived. By drawing availability curves and maximizing availability, the optimal HE rate is obtained. It’s also deduced that the HE rate is equal to the product of fault coverage and evaluation accuracy, which depend on the number of sensing units and diagnostic/prognostic methods, respectively. This conclusion can guide PHM design. Finally, the effectiveness and practicality of this method are verified through cases of inherent availability and operational availability.

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  • 收稿日期:2023-10-25
  • 最后修改日期:2025-09-04
  • 录用日期:2024-06-05
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