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    • 1. 发明授权
    • Systems and methods for failure prediction, diagnosis and remediation using data acquisition and feedback for a distributed electronic system
    • 使用分布式电子系统的数据采集和反馈进行故障预测,诊断和修复的系统和方法
    • US06892317B1
    • 2005-05-10
    • US09464597
    • 1999-12-16
    • Meera SampathCharles P. ColemanTracy E. ThieretRonald M. RockwellCharles B. Duke
    • Meera SampathCharles P. ColemanTracy E. ThieretRonald M. RockwellCharles B. Duke
    • G06Q50/00G06F11/25G06Q10/00G06F11/00
    • G06F11/25
    • By using monitoring data, feedback data, and pooling of failure data from a plurality of electronic devices, real-time failure prediction and diagnoses of electronic systems operating in a network environment can be achieved. First, the diagnostic system requests data on the state of a machine and/or its components and collections thereof as part of the machine's normal operation. Secondly, real-time processing of the data either at the machine site or elsewhere in the distributed network allows for predicting or diagnosing system failures. Having determined and/or predicted a system failure, a communication to one or more remote observers in the network allows the remote observers to view the diagnostic information and/or required action to repair the failure. Furthermore, interrogation of either the particular electronic system, or a database containing data on similar electronic systems by the diagnostic server allows the diagnostic server to refine original diagnoses based on this population data to achieve a comprehensive failure predication/diagnosing system.
    • 通过使用来自多个电子设备的监视数据,反馈数据和故障数据的汇集,可以实现在网络环境中操作的电子系统的实时故障预测和诊断。 首先,作为机器的正常操作的一部分,诊断系统请求关于机器的状态和/或其部件和集合的数据。 其次,在机器现场或分布式网络的其他地方对数据的实时处理允许预测或诊断系统故障。 在确定和/或预测系统故障之后,与网络中的一个或多个远程观察者的通信允许远程观察者查看诊断信息和/或修复故障所需的动作。 此外,诊断服务器询问特定电子系统或包含类似电子系统的数据的数据库允许诊断服务器基于该人口数据来改进原始诊断,以实现综合故障预测/诊断系统。