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    • 4. 发明授权
    • Analyzing fault logs and continuous data for diagnostics for a locomotive
    • 分析故障日志和连续数据以供机车诊断
    • US06634000B1
    • 2003-10-14
    • US09495696
    • 2000-02-01
    • Vinay Bhaskar JammuWilliam Roy SchneiderRichard Gerald BlileyAnil VarmaNicholas Edward Roddy
    • Vinay Bhaskar JammuWilliam Roy SchneiderRichard Gerald BlileyAnil VarmaNicholas Edward Roddy
    • G06F1100
    • B61L15/0081B61L25/021B61L25/023B61L25/025
    • The present invention discloses a system and computer-implemented method for analyzing a fault log from a malfunctioning machine. The method includes receiving, from the malfunctioning machine, at least one of at least one fault code and at least one data code, at least one fault code and at least one anomaly code, and at least one data code and at least one anomaly code, and determining at least one of a cause of and a repair for the malfunctioning machine based on the at least one of the at least one fault code and the at least one data code, the at least one fault code and the at least one anomaly code, and the at least one data code and the at least one anomaly code. The method desirably includes receiving a fault log comprising at least one fault code and at least one data pack, parsing the at least one data pack, and generating at least one data pack code for a portion of the at least one parsed data pack. Desirably, the determining the at least one of the cause of and the repair for the malfunctioning machine is based on the at least one fault code and the at least one data pack code. Advantageously, the method includes using a belief network, or case-based reasoning.
    • 本发明公开了一种用于从故障机器分析故障日志的系统和计算机实现的方法。 该方法包括从故障机器接收至少一个故障代码和至少一个数据代码,至少一个故障代码和至少一个异常代码以及至少一个数据代码和至少一个异常代码中的至少一个 并且基于所述至少一个故障代码和所述至少一个数据代码中的至少一个来确定故障机器的原因和修复中的至少一个,所述至少一个故障代码和所述至少一个异常 代码,以及所述至少一个数据代码和所述至少一个异常代码。 该方法理想地包括接收包括至少一个故障代码和至少一个数据包的故障日志,解析至少一个数据包,以及为至少一个解析的数据包的一部分生成至少一个数据包代码。 理想地,确定故障机器的原因和修理中的至少一个是基于至少一个故障代码和至少一个数据包代码。 有利地,该方法包括使用置信网络或基于案例的推理。
    • 9. 发明授权
    • System and method for predicting impending failures in a locomotive
    • 用于预测机车即将发生故障的系统和方法
    • US06243628B1
    • 2001-06-05
    • US09389739
    • 1999-09-07
    • Richard Gerald BlileyWilliam Roy SchneiderVinay Bhaskar Jammu
    • Richard Gerald BlileyWilliam Roy SchneiderVinay Bhaskar Jammu
    • G06F700
    • B61C5/00
    • 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.
    • 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。