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    • 6. 发明授权
    • Learning method and apparatus for a causal network
    • 因果网络的学习方法和设备
    • US06681215B2
    • 2004-01-20
    • US09681336
    • 2001-03-20
    • Vinay Bhaskar Jammu
    • Vinay Bhaskar Jammu
    • G06F1518
    • G06N7/005
    • 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.
    • 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。
    • 10. 发明申请
    • SYSTEM AND METHOD FOR ARTICLE MONITORING
    • 用于文章监控的系统和方法
    • US20100114502A1
    • 2010-05-06
    • US12262783
    • 2008-10-31
    • Vivek V. BadamiVinay Bhaskar JammuScott M. HoyteEric Gebhardt
    • Vivek V. BadamiVinay Bhaskar JammuScott M. HoyteEric Gebhardt
    • G01B5/28
    • F03D17/00
    • 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.
    • 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。