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公开(公告)号：US20090327202A1
公开(公告)日：2009-12-31
申请号：US12165440
申请日：2008-06-30
IPC分类号： G06N7/02
CPC分类号： G06N5/046 , G06N7/02 , Y10S706/90
摘要： A method, system, and computer program product for predicting the functional availability of a complex system is provided. Parameters of the complex system are converted from a plurality of binary values to at least one prognostic vector. At least a portion of a binary input expression is converted into an equivalent fuzzy output expression, the fuzzy output expression operable on the at least one prognostic vector.
摘要翻译： 提供了一种用于预测复杂系统的功能可用性的方法，系统和计算机程序产品。 将复数系统的参数从多个二进制值转换为至少一个预测向量。 将二进制输入表达式的至少一部分转换为等价的模糊输出表达式，模糊输出表达式可在至少一个预测向量上操作。
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公开(公告)号：US08195595B2
公开(公告)日：2012-06-05
申请号：US12165440
申请日：2008-06-30
CPC分类号： G06N5/046 , G06N7/02 , Y10S706/90
摘要： A method, system, and computer program product for predicting the functional availability of a complex system is provided. Parameters of the complex system are converted from a plurality of binary values to at least one prognostic vector. At least a portion of a binary input expression is converted into an equivalent fuzzy output expression, the fuzzy output expression operable on the at least one prognostic vector.
摘要翻译： 提供了一种用于预测复杂系统的功能可用性的方法，系统和计算机程序产品。 将复数系统的参数从多个二进制值转换为至少一个预测向量。 将二进制输入表达式的至少一部分转换为等价的模糊输出表达式，模糊输出表达式可在至少一个预测向量上操作。
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公开(公告)号：US08170968B2
公开(公告)日：2012-05-01
申请号：US12192700
申请日：2008-08-15
CPC分类号： G06N5/02 , G05B23/0251
摘要： A recursive mapping structure for diagnostic models is provided. A parent diagnostic model includes a first input module, a first output module, a first monitor module coupled to the first input and first output modules, and a first propagation module coupled between the first input and first output modules. A child diagnostic model includes a second input module, a second output module, a second monitor module coupled to the second input and second output modules, and a second propagation module coupled between the second input and second output modules, wherein the second monitor module is coupled to the first monitor module.
摘要翻译： 提供了诊断模型的递归映射结构。 父诊断模型包括耦合到第一输入和第一输出模块的第一输入模块，第一输出模块，第一监控模块以及耦合在第一输入模块和第一输出模块之间的第一传播模块。 儿童诊断模型包括第二输入模块，第二输出模块，耦合到第二输入和第二输出模块的第二监测模块，以及耦合在第二输入模块和第二输出模块之间的第二传播模块，其中第二监测模块是 耦合到第一监视器模块。
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公开(公告)号：US20100042872A1
公开(公告)日：2010-02-18
申请号：US12192700
申请日：2008-08-15
CPC分类号： G06N5/02 , G05B23/0251
摘要： A recursive mapping structure for diagnostic models is provided. A parent diagnostic model includes a first input module, a first output module, a first monitor module coupled to the first input and first output modules, and a first propagation module coupled between the first input and first output modules. A child diagnostic model includes a second input module, a second output module, a second monitor module coupled to the second input and second output modules, and a second propagation module coupled between the second input and second output modules, wherein the second monitor module is coupled to the first monitor module.
摘要翻译： 提供了诊断模型的递归映射结构。 父诊断模型包括耦合到第一输入和第一输出模块的第一输入模块，第一输出模块，第一监控模块以及耦合在第一输入模块和第一输出模块之间的第一传播模块。 儿童诊断模型包括第二输入模块，第二输出模块，耦合到第二输入和第二输出模块的第二监测模块，以及耦合在第二输入模块和第二输出模块之间的第二传播模块，其中第二监测模块是 耦合到第一监视器模块。
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公开(公告)号：US20100042366A1
公开(公告)日：2010-02-18
申请号：US12192665
申请日：2008-08-15
IPC分类号： G06F15/00
CPC分类号： G06F11/008 , G05B23/0283 , G06F11/3013 , G06F11/3072
摘要： A distributed decision making architecture for embedded prognostics in a platform is provided. An estimation system determines at least one performance characteristic of at least one device in the platform. A supervisory system is in communication with, and superior to, the estimation system. The supervisory system calculates a prediction of remaining useful life (RUL) of the at least one device in the platform. The supervisory system is adapted for collecting the at least one performance characteristic from the estimation system to generate a performance estimate, and implementing at least one data-driven equation to match the at least one performance estimate against of at least one known degradation condition to generate the prediction of remaining useful life of the at least one device.
摘要翻译： 提供了平台中嵌入式预测的分布式决策架构。 估计系统确定平台中的至少一个设备的至少一个性能特征。 监督系统与评估系统通信并优于估计系统。 监控系统计算平台中至少一个设备的剩余使用寿命（RUL）的预测。 所述监控系统适于从所述估计系统收集所述至少一个性能特征以产生性能估计，以及实施至少一个数据驱动方程以将所述至少一个性能估计与至少一个已知的降级条件相匹配以产生 预测所述至少一个设备的剩余使用寿命。
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公开(公告)号：US06829527B2
公开(公告)日：2004-12-07
申请号：US10228622
申请日：2002-08-26
申请人： Timothy J. Felke , David M. Kolbet , Michael W. Stinson , John F. Stone , Jeff J. van der Zweep
发明人： Timothy J. Felke , David M. Kolbet , Michael W. Stinson , John F. Stone , Jeff J. van der Zweep
IPC分类号： G06F1900
CPC分类号： G06F17/30595 , Y10S707/99943
摘要： A relational database is for relating maintenance information that differs for each of a plurality of complex systems, such as a plurality of differing aircraft, using a common database structure so as to facilitate maintenance procedures for the plurality of complex systems. The database structure comprises: a plurality of primary entities for providing a fault model description of each of the plurality of complex systems, the fault model description including, for each of the plurality of complex systems, failure modes, symptoms and data required to effect a repair; and a categorical entity corresponding to a complex system, such as an aircraft, that enables selection of the fault model description corresponding to the complex system or aircraft. The relational database is particularly suited for use in or by an aircraft maintenance and diagnostic system that assists with fault correction for a fault condition within an aircraft based on a fault model for the aircraft.
摘要翻译： 关系数据库用于使用公共数据库结构来相互关联多个复杂系统（例如多个不同的飞行器）中的每一个的维护信息，以便于多个复杂系统的维护过程。 数据库结构包括：用于提供多个复杂系统中的每一个的故障模型描述的多个主实体，所述故障模型描述包括对于所述多个复杂系统中的每一个的故障模式，影响所述复杂系统所需的症状和数据 修理; 以及对应于诸如飞机的复杂系统的分类实体，其能够选择对应于复杂系统或飞行器的故障模型描述。 关系数据库特别适用于飞机维护和诊断系统，或者由飞机维护和诊断系统使用，该飞机维护和诊断系统根据飞行器的故障模型来帮助飞机内的故障状态进行故障校正。
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公开(公告)号：US06748304B2
公开(公告)日：2004-06-08
申请号：US10222397
申请日：2002-08-16
IPC分类号： G06F1900
CPC分类号： G05B23/0278 , B64F5/60 , G06Q10/04
摘要： A method for improving fault isolation for failure modes in complex systems, and a software program embodying the method or a corresponding method together with a computer based aircraft diagnostic system using such software is described. The method includes: capturing a set of symptoms that is consistent with a failure mode of the complex system; identifying a set of repairs for the complex system that are consistent with the set of symptoms; ranking, when the set of repairs includes more than one repair, the repairs in a sequence that will minimize an average cost to repair the complex system, the sequence including a historical component and reflecting the effectiveness of available test results to resolve each the repairs; determining possible tests that are consistent with the failure mode; and ranking the possible tests according to there respective net improvement in the average cost to repair the complex system.
摘要翻译： 描述了一种用于改进复杂系统中的故障模式的故障隔离的方法，以及体现该方法或相应方法的软件程序以及使用这种软件的基于计算机的飞行器诊断系统。 该方法包括：捕获与复杂系统的故障模式一致的一组症状; 确定与该组症状一致的复杂系统的一组修复; 排列时，当一组维修包括一次以上的维修时，按顺序进行的修理将使修复复杂系统的平均成本最小化，该顺序包括历史组件，并反映可用测试结果的有效性以解决每次维修; 确定与故障模式一致的可能测试; 并按照相应的平均成本的净改进对复杂系统的修复进行排序。
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公开(公告)号：US06662089B2
公开(公告)日：2003-12-09
申请号：US10122041
申请日：2002-04-12
IPC分类号： G06F700
CPC分类号： G05B23/0278
摘要： A method for improving fault classifications for failure modes in complex systems, and a software program embodying the method or a corresponding method together with a computer based aircraft diagnostic system using such software is described. The method includes: capturing an observation that is consistent with a discrepancy of the complex system; identifying a set of failure modes of the complex system that are consistent with the observation; ranking, when the set includes more than one failure mode, the failure modes according to a degree of support the observation provides for each failure mode, the degree of support including a historical component; determining additional possible observations that are consistent with any failure mode included in the set; and ranking the possible observations according to how rapidly they reduce a number of failure modes included in the set; then preferably selecting a further observation and repeating the above steps until only one failure mode remains.
摘要翻译： 描述了一种用于改进复杂系统中的故障模式的故障分类的方法，以及体现该方法或相应方法的软件程序以及使用这种软件的基于计算机的飞行器诊断系统。 该方法包括：捕获与复杂系统的差异一致的观察结果; 确定与观察一致的复杂系统的一组故障模式; 排名，当集合包含多个故障模式时，根据支持程度的故障模式提供每种故障模式，支持程度包括历史组件; 确定与集合中包括的任何故障模式一致的其他可能观察值; 并根据它们减少组中包括的许多故障模式的速度对可能的观察进行排名; 然后优选选择进一步的观察并重复上述步骤，直到仅剩下一个故障模式。
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