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FDR驗證試驗的故障樣本分配策略研究
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陸軍工程大學(xué)石家莊校區

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TP806

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Research on Fault Sample Allocation Strategy for Fault Detection Rate Verification Test
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    摘要:

    故障率作為測試性驗證試驗故障樣本分配的主要影響因素,針對一些情況下使得故障樣本分配結果的合理性不足的問(wèn)題,以故障檢測率(Fault Detection Rate, FDR)作為驗證指標,提出了一種考慮嚴酷度的樣本故障模式選取方法。提出了基于模糊證據推理的故障模式嚴酷度排序解決方法。通過(guò)對相關(guān)標準中涉及的故障樣本分配策略進(jìn)行梳理,針對現行多因子綜合加權比例分配方法不足之處,根據故障模式種類(lèi)與驗證樣本量的數量關(guān)系,區分不同情況,借助預選樣本集隨機抽樣、考慮嚴酷度的取整策略,以及動(dòng)態(tài)概率調整,合理改善了故障率主體分配方案進(jìn)行故障模式選取時(shí)樣本分配集中不合理的狀況。以某裝備單元的FDR驗證試驗為例,驗證了所提故障樣本分配方法的可行性合理性。

    Abstract:

    Aiming at the problem that the failure rate is the main influencing factor of failure sample allocation in testability verification test, which makes the rationality of failure sample allocation result insufficient in some cases, taking the failure detection rate as the verification index, a sample failure mode selection method considering severity is proposed. A method of fault mode severity ranking based on Fuzzy evidential reasoning is proposed. By sorting out the fault sample allocation strategies involved in relevant standards, aiming at the shortcomings of the current multi factor comprehensive weighted proportional allocation method, distinguish different situations according to the quantitative relationship between the type of fault mode and the number of verification samples, with the help of random sampling of preselected sample set, rounding strategy considering severity, and dynamic probability adjustment, It reasonably improves the unreasonable condition of sample distribution concentration when the failure rate subject allocation scheme selects the failure mode. Taking the testability verification test of a certain unit as an example, the feasibility and rationality of the proposed fault sample allocation method are verified.

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王志,李星新,王成,于永利. FDR驗證試驗的故障樣本分配策略研究計算機測量與控制[J].,2022,30(7):298-303.

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  • 收稿日期:2022-03-09
  • 最后修改日期:2022-04-10
  • 錄用日期:2022-04-12
  • 在線(xiàn)發(fā)布日期: 2022-07-19
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