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军用飞机预测与健康管理系统性能度量体系研究 被引量：7

Performance Metrics of Aerocraft PHM System
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摘要 基于健康退化曲线对军用飞机故障预测与健康管理(PHM)技术的内涵、基本功能和能力需求进行探讨,在此基础上,以科学评价PHM(prognostics and health management)系统的诊断和预测能力为目标,从能力需求出发提出PHM系统性能度量方法体系(包括诊断性能度量、预测性能度量以及综合度量),并对各个度量方法的定义和应用进行详细阐述。为PHM系统算法设计、改进及系统能力验证奠定基础,具有一定的工程应用价值。 The basic functionalities, essential function and the performance requirements of prognostics and health management （PHM） technology are firstly discussed by using equipment failure progression curve. Aiming at how to properly evaluate the performance of PHM system, a set of diagnosis ＆ prognosis algorithm performance metrics approaches for the PHM system on the performance requirements is described. The definitions and appli- cations of these metrics are explained in detail, including diagnosis performance metrics, prognosis performance metrics and integrated metrics. It is concluded that performance metrics works will significantly support the process of algorithm design, improvement and verification and validation （ V＆V ） of the PHM system.
作者 苗学问 杨云 雷迅 张卫
机构地区 空军装备研究院装备总体论证研究所 空军飞行训练试验基地理训中心
出处 《测控技术》 CSCD 北大核心 2011年第12期106-110,共5页 Measurement & Control Technology
基金 中国博士后科学基金资助项目(20100481500)
关键词 故障预测与健康管理 能力需求 性能度量 PHM performance requirements performance metrics
分类号 TP277 [自动化与计算机技术—检测技术与自动化装置]
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参考文献8

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二级参考文献26

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共引文献54

同被引文献134

  • 1刘鹏鹏,左洪福,孙见忠.PHM体系中的航空器维修决策理论研究[J].航空制造技术,2012,55(20):46-49. 被引量：6
  • 2杨光,刘冠军,李金国,杨国峰.基于故障检测和可靠性约束的传感器布局优化[J].电子学报,2006,34(2):348-351. 被引量：20
  • 3欧阳义国,贺小蒙,孙克军,张德英.武器装备状态检修决策研究[J].装备指挥技术学院学报,2007,18(5):111-114. 被引量：3
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引证文献7

二级引证文献11

测控技术
2011年 第12期

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