Learning method and apparatus for a causal network
    4.
    发明授权
    Learning method and apparatus for a causal network 失效
    因果网络的学习方法和设备

    公开(公告)号:US06681215B2

    公开(公告)日:2004-01-20

    申请号:US09681336

    申请日:2001-03-20

    CPC classification number: G06N7/005

    Abstract: A system and method for improving a causal network is provided. A new apriori probability is determined for a repair or a configuration factor within the causal network and compared to an old apriori probability. If the new apriori probability differs from the old apriori probability by more than a predetermined amount, the causal network is updated. Further, in another aspect, a causal network result is stored for a causal network, wherein the causal network includes a plurality of root causes with a symptom being associated with each of said root causes. An existing link probability is related to the symptom and root cause. An expert result or an actual data result related to each of the symptoms is stored. A new link probability is computed based on the stored causal network result, and expert result or the actual data result.

    Abstract translation: 提供了一种改善因果网络的系统和方法。 对因果网络中的修复或配置因素确定新的先验概率,并与旧的先验概率进行比较。 如果新的先验概率与旧的先验概率不同超过预定量,则更新因果网络。 此外,在另一方面,为因果网络存储因果网络结果,其中所述因果网络包括具有与每个所述根本原因相关联的症状的多个根本原因。 现有的链接概率与症状和根本原因有关。 存储与每个症状相关的专家结果或实际数据结果。 基于存储的因果网络结果,专家结果或实际数据结果计算新的链路概率。

    Method and system for estimating life of a gearbox
    6.
    发明授权
    Method and system for estimating life of a gearbox 有权
    估算齿轮箱寿命的方法和系统

    公开(公告)号:US07914250B2

    公开(公告)日:2011-03-29

    申请号:US11608272

    申请日:2006-12-08

    CPC classification number: G05B23/0283 F16H2057/012 G07C3/00

    Abstract: A gearbox life estimation system includes a single sensor or multiple sensors configured for obtaining field operational data related to loading of a gearbox from a single gearbox component or different gearbox components. The system further includes a processor configured for receiving signals representative of the field operational data from the sensors, for providing calculated operational load data for the gearbox components based on the field operational data, and for providing an estimate of remaining life of gearbox using the calculated operational load data.

    Abstract translation: 变速箱寿命估计系统包括单个传感器或多个传感器,其被配置用于获得与来自单个齿轮箱部件或不同齿轮箱部件的齿轮箱的加载相关的现场操作数据。 该系统还包括处理器,其被配置为接收来自传感器的表示现场操作数据的信号,用于基于现场操作数据提供用于齿轮箱部件的计算的操作负载数据,并且使用计算出的 运行负载数据。

    SYSTEM AND METHOD FOR ARTICLE MONITORING
    8.
    发明申请
    SYSTEM AND METHOD FOR ARTICLE MONITORING 审中-公开
    用于文章监控的系统和方法

    公开(公告)号:US20100114502A1

    公开(公告)日:2010-05-06

    申请号:US12262783

    申请日:2008-10-31

    CPC classification number: F03D17/00

    Abstract: A system for monitoring a condition of an article comprises a controller; at least one sensor for detecting a characteristic of the article; a signal processor for processing signals from the at least one sensor; a feature extractor that can extract at least one of a range of article conditions from the output from the signal processor and that can evaluate at least one of a range of article conditions, the feature extractor providing feature extractor output to the controller; an operation detector receiving data of detected features of the elements being monitored, the operation detector providing output to the controller; a central system storing historical data about the condition of an article, the off-line processor providing output to the controller. Wherein the controller analyzes the output from the feature extractor, the operation detector, and the central system can provide a system output of the condition of the article.

    Abstract translation: 一种用于监视物品状况的系统包括控制器; 用于检测所述物品的特性的至少一个传感器; 用于处理来自所述至少一个传感器的信号的信号处理器; 特征提取器,其可以从信号处理器的输出中提取一系列物品条件中的至少一个,并且可以评估物品条件的范围中的至少一个,特征提取器向控制器提供特征提取器输出; 操作检测器,其接收被监测元件的检测特征的数据,所述操作检测器向所述控制器提供输出; 存储关于物品状况的历史数据的中央系统,离线处理器向控制器提供输出。 其中控制器分析来自特征提取器的输出,操作检测器和中央系统可以提供文章条件的系统输出。

    METHOD AND SYSTEM FOR ESTIMATING LIFE OF A GEARBOX
    9.
    发明申请
    METHOD AND SYSTEM FOR ESTIMATING LIFE OF A GEARBOX 有权
    用于估计齿轮箱寿命的方法和系统

    公开(公告)号:US20080140349A1

    公开(公告)日:2008-06-12

    申请号:US11608272

    申请日:2006-12-08

    CPC classification number: G05B23/0283 F16H2057/012 G07C3/00

    Abstract: A gearbox life estimation system includes a single sensor or multiple sensors configured for obtaining field operational data related to loading of a gearbox from a single gearbox component or different gearbox components. The system further includes a processor configured for receiving signals representative of the field operational data from the sensors, for providing calculated operational load data for the gearbox components based on the field operational data, and for providing an estimate of remaining life of gearbox using the calculated operational load data.

    Abstract translation: 变速箱寿命估计系统包括单个传感器或多个传感器,其被配置用于获得与来自单个齿轮箱部件或不同齿轮箱部件的齿轮箱的加载相关的现场操作数据。 该系统还包括处理器,其被配置为接收来自传感器的表示现场操作数据的信号,用于基于现场操作数据提供用于齿轮箱部件的计算的操作负载数据,并且使用计算出的 运行负载数据。

    System and method for predicting impending failures in a locomotive
    10.
    发明授权
    System and method for predicting impending failures in a locomotive 有权
    用于预测机车即将发生故障的系统和方法

    公开(公告)号:US06243628B1

    公开(公告)日:2001-06-05

    申请号:US09389739

    申请日:1999-09-07

    CPC classification number: B61C5/00

    Abstract: A computer-based method and system for predicting impending failures in a system, such as a locomotive, aircraft, power plant, etc., having a plurality of subsystems is provided. The method allows for storing log data indicative of respective incidents or events that may occur as each of the subsystems is operative. A detecting step allows for detecting predetermined trend patterns in the log incident data. A mapping step allows for mapping each detected trend pattern into a respective prediction of an impending failure of a respective one of the subsystems of the locomotive, and an informing or outputting step allows for informing a respective user of the failure prediction so as to allow the user to take corrective action before the predicted failure occurs.

    Abstract translation: 提供了一种用于预测具有多个子系统的诸如机车,飞机,发电厂等的系统中即将发生的故障的基于计算机的方法和系统。 该方法允许存储指示在每个子系统可操作时可能发生的相应事件或事件的日志数据。 检测步骤允许检测日志事件数据中的预定趋势模式。 映射步骤允许将每个检测到的趋势模式映射到机车的各个子系统的即将发生的故障的相应预测中,并且通知或输出步骤允许通知相应的用户故障预测,以便允许 用户在预测故障发生之前采取纠正措施。

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