TURBINE PERFORMANCE DIAGNOSTIC SYSTEM AND METHODS
    2.
    发明申请
    TURBINE PERFORMANCE DIAGNOSTIC SYSTEM AND METHODS 有权
    涡轮性能诊断系统及方法

    公开(公告)号:US20120136819A1

    公开(公告)日:2012-05-31

    申请号:US12956689

    申请日:2010-11-30

    IPC分类号: G06F15/18 G06F15/00 G06N5/02

    摘要: A turbine performance diagnostic system creates a performance report for one or more turbines and includes an assessment module that receives operating data from at least one turbine and produces a performance report from the operating data. The assessment module includes a change detection module configured to determine when at least one parameter has changed beyond an associated threshold and generate an alarm and a root cause analyzer coupled to the change detection module that predicts a root cause of the alarm utilizing a Bayesian Belief Network (BBN). The performance report includes an indication of the predicted root cause.

    摘要翻译: 涡轮机性能诊断系统为一个或多个涡轮机创建一个性能报告,并且包括一个评估模块,该评估模块从至少一个涡轮机接收运行数据,并从运行数据产生一个性能报告。 所述评估模块包括变化检测模块,所述变化检测模块被配置为确定何时至少一个参数已经改变超过相关联的阈值,并且生成警报,以及耦合到所述变化检测模块的根本原因分析器,所述变化检测模块使用贝叶斯信念网络预测所述警报的根本原因 (BBN)。 性能报告包括预测根本原因的指示。

    Turbine performance diagnostic system and methods
    3.
    发明授权
    Turbine performance diagnostic system and methods 有权
    涡轮性能诊断系统及方法

    公开(公告)号:US08751423B2

    公开(公告)日:2014-06-10

    申请号:US12956689

    申请日:2010-11-30

    IPC分类号: G06N5/00

    摘要: A turbine performance diagnostic system creates a performance report for one or more turbines and includes an assessment module that receives operating data from at least one turbine and produces a performance report from the operating data. The assessment module includes a change detection module configured to determine when at least one parameter has changed beyond an associated threshold and generate an alarm and a root cause analyzer coupled to the change detection module that predicts a root cause of the alarm utilizing a Bayesian Belief Network (BBN). The performance report includes an indication of the predicted root cause.

    摘要翻译: 涡轮机性能诊断系统为一个或多个涡轮机创建一个性能报告,并且包括一个评估模块,该评估模块从至少一个涡轮机接收运行数据,并从运行数据产生一个性能报告。 所述评估模块包括变化检测模块,所述变化检测模块被配置为确定何时至少一个参数已经改变超过相关联的阈值,并且生成警报,以及耦合到所述变化检测模块的根本原因分析器,所述变化检测模块使用贝叶斯信念网络预测所述警报的根本原因 (BBN)。 绩效报告包括预测根本原因的指示。

    SYSTEM AND METHOD FOR PREDICTING WIND TURBINE COMPONENT FAILURES
    6.
    发明申请
    SYSTEM AND METHOD FOR PREDICTING WIND TURBINE COMPONENT FAILURES 有权
    用于预测风力涡轮机组件故障的系统和方法

    公开(公告)号:US20120143565A1

    公开(公告)日:2012-06-07

    申请号:US13237073

    申请日:2011-09-20

    IPC分类号: G06F17/18

    摘要: Methods and systems for use in predicting wind turbine failures are provided. One example method includes determining a parametric profile for a component of a wind turbine from operating data of a plurality of wind turbines, determining an anomaly profile for the component of the wind turbine from anomaly alerts from a plurality of wind turbines, and determining a probability of failure for the component of the wind turbine based on the parametric profile and the anomaly profile. The parametric profile defines at least one parametric event associated with the component prior to failure of the component, and the anomaly profile defines at least one anomaly associated with the component prior to failure of the component.

    摘要翻译: 提供了用于预测风力发电机故障的方法和系统。 一个示例性方法包括从多个风力涡轮机的运行数据确定风力涡轮机的部件的参数轮廓,从多个风力涡轮机的异常警报中确定风力涡轮机的部件的异常轮廓,并且确定概率 基于参数轮廓和异常轮廓的风力涡轮机部件故障。 参数配置文件定义在组件发生故障之前与组件相关联的至少一个参数事件,并且异常配置文件在组件故障之前定义与组件相关联的至少一个异常。

    System and method for predicting wind turbine component failures
    7.
    发明授权
    System and method for predicting wind turbine component failures 有权
    用于预测风力发电机组件故障的系统和方法

    公开(公告)号:US08326577B2

    公开(公告)日:2012-12-04

    申请号:US13237073

    申请日:2011-09-20

    IPC分类号: G06F17/18

    摘要: Methods and systems for use in predicting wind turbine failures are provided. One example method includes determining a parametric profile for a component of a wind turbine from operating data of a plurality of wind turbines, determining an anomaly profile for the component of the wind turbine from anomaly alerts from a plurality of wind turbines, and determining a probability of failure for the component of the wind turbine based on the parametric profile and the anomaly profile. The parametric profile defines at least one parametric event associated with the component prior to failure of the component, and the anomaly profile defines at least one anomaly associated with the component prior to failure of the component.

    摘要翻译: 提供了用于预测风力发电机故障的方法和系统。 一个示例性方法包括从多个风力涡轮机的运行数据确定风力涡轮机的部件的参数轮廓,从多个风力涡轮机的异常警报中确定风力涡轮机的部件的异常轮廓,并且确定概率 基于参数轮廓和异常轮廓的风力涡轮机部件故障。 参数配置文件定义在组件发生故障之前与组件相关联的至少一个参数事件,并且异常配置文件在组件故障之前定义与组件相关联的至少一个异常。