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    • 1. 发明申请
    • Bearing anomaly detection and location
    • 轴承异常检测与定位
    • US20060265153A1
    • 2006-11-23
    • US11262783
    • 2005-11-01
    • Kenneth AstleyPaul AnuzisStephen KingDennis King
    • Kenneth AstleyPaul AnuzisStephen KingDennis King
    • G01L7/00
    • G01M13/045G01N2291/2696
    • Novel tracked orders (i.e., tracked orders that are not present in “healthy” machinery) are useful for locating bearing anomalies. Accordingly, a method for locating bearing anomalies in machinery is provided that includes receiving vibration measurements acquired from the machinery, analyzing the vibration measurements to identify novel tracked orders indicative of bearing anomalies, and ascertaining the location of a bearing anomaly by relating a novel tracked order thus-identified to one or more further tracked orders. Thus, the novel tracked order does not merely indicate the occurrence of a bearing anomaly, but, in combination with the one or more further tracked orders, allows the bearing anomaly to be traced to a particular position.
    • 新的跟踪订单(即,“健康”机械中不存在的跟踪订单)可用于定位轴承异常。 因此,提供了一种用于定位机械中的轴承异常的方法,包括接收从机械获取的振动测量值,分析振动测量值以识别指示轴承异常的新颖的跟踪命令,以及通过将新颖的跟踪命令相关联来确定轴承异常的位置 因此被确定为一个或多个进一步跟踪的订单。 因此,新颖的跟踪顺序不仅仅指示轴承异常的发生,而且与一个或多个进一步的跟踪订单组合允许轴承异常被追踪到特定的位置。
    • 2. 发明申请
    • Bearing anomaly detection and location
    • 轴承异常检测和定位
    • US20050119840A1
    • 2005-06-02
    • US10734152
    • 2003-12-15
    • Kenneth AstleyPaul AnuzisStephen KingDennis King
    • Kenneth AstleyPaul AnuzisStephen KingDennis King
    • G01M13/04G06F19/00
    • G01M13/045G01N2291/2696
    • A method for monitoring the health of a system comprises performing at each of a plurality of times the steps of: constructing a condition signature (30) from a plurality of condition indicators including (a) a plurality of vibration measurements acquired from the system or (b) one or more vibration measurements and one or more performance parameter measurements acquired from the system; predicting a normal signature (32) from a model defining one or more inter-dependencies between said condition indicators, the normal signature corresponding to the condition signature for a healthy system; comparing the condition signature with the normal signature; and registering an event if the condition signature differs from the normal signature by more than a predetermined threshold.
    • 一种用于监视系统健康的方法包括以下步骤中的每一个执行以下步骤:从多个条件指示符构建条件签名(30),所述条件指示符包括(a)从系统获取的多个振动测量或( b)从系统获取的一个或多个振动测量和一个或多个性能参数测量; 从定义所述条件指示符之间的一个或多个相互依赖关系的模型预测正常签名(32),对应于健康系统的条件签名的正常签名; 将条件签名与正常签名进行比较; 以及如果条件签名与正常签名不同超过预定阈值则登记事件。
    • 3. 发明申请
    • Method and system for analysing tachometer and vibration data from an apparatus having one or more rotary components
    • 用于从具有一个或多个旋转部件的设备分析转速计和振动数据的方法和系统
    • US20070006636A1
    • 2007-01-11
    • US10552745
    • 2004-04-08
    • Dennis KingKen AstleyLionel TarassenkoPaul AnuzisPaul HaytonStephen King
    • Dennis KingKen AstleyLionel TarassenkoPaul AnuzisPaul HaytonStephen King
    • G01P21/00G01M1/14
    • G01H1/003
    • A method of analysing tachometer and vibration response data from an apparatus having one or more rotary components is provided. The method comprises the steps of: providing vibration response data and corresponding tachometer data from the apparatus for a period over which a rotary component of the apparatus varies in rotational speed, the tachometer data being for that component; repeatedly performing at intervals throughout the period the sub-steps of: determining a forcing frequency of the component from the tachometer data and a corresponding vibration response frequency of the apparatus from the vibration response data, comparing the forcing and vibration response frequencies to determine the relative phase difference between the frequencies, and determining the corresponding amplitude of the vibration response from the vibration response data; and plotting the relative phase differences and vibration amplitudes on a polar diagram. The plot trajectory is characteristic of the behaviour of the apparatus over the period.
    • 提供了一种从具有一个或多个旋转部件的装置分析转速计和振动响应数据的方法。 该方法包括以下步骤:提供来自装置的振动响应数据和相应的转速计数据,其中装置的旋转部件以其旋转速度变化的时间段,转速计数据用于该部件; 在整个时期间隔间隔重复执行以下子步骤:根据振动响应数据确定来自转速表数据的部件的强制频率和相应的振动响应频率,比较强制和振动响应频率以确定相对 频率之间的相位差,并根据振动响应数据确定振动响应的对应振幅; 并绘制极坐标图上的相对相位差和振幅。 剧情轨迹是该时期设备行为的特征。
    • 4. 发明授权
    • Method and system for analysing tachometer and vibration data from an apparatus having one or more rotary components
    • 用于从具有一个或多个旋转部件的设备分析转速计和振动数据的方法和系统
    • US07640802B2
    • 2010-01-05
    • US10552745
    • 2004-04-08
    • Dennis KingKen AstleyLionel TarassenkoPaul AnuzisPaul HaytonStephen King
    • Dennis KingKen AstleyLionel TarassenkoPaul AnuzisPaul HaytonStephen King
    • G01M19/00G01D21/02G01H17/00G01P3/44G01M15/14
    • G01H1/003
    • A method of analysing tachometer and vibration response data from an apparatus having one or more rotary components is provided. The method comprises the steps of: providing vibration response data and corresponding tachometer data from the apparatus for a period over which a rotary component of the apparatus varies in rotational speed, the tachometer data being for that component; repeatedly performing at intervals throughout the period the sub-steps of: determining a forcing frequency of the component from the tachometer data and a corresponding vibration response frequency of the apparatus from the vibration response data, comparing the forcing and vibration response frequencies to determine the relative phase difference between the frequencies, and determining the corresponding amplitude of the vibration response from the vibration response data; and plotting the relative phase differences and vibration amplitudes on a polar diagram. The plot trajectory is characteristic of the behavior of the apparatus over the period.
    • 提供了一种从具有一个或多个旋转部件的装置分析转速计和振动响应数据的方法。 该方法包括以下步骤:提供来自装置的振动响应数据和相应的转速计数据,其中装置的旋转部件以其旋转速度变化的时间段,转速计数据用于该部件; 在整个时期间隔间隔重复执行以下子步骤:根据振动响应数据确定来自转速表数据的部件的强制频率和相应的振动响应频率,比较强制和振动响应频率以确定相对 频率之间的相位差,并根据振动响应数据确定振动响应的对应振幅; 并绘制极坐标图上的相对相位差和振幅。 剧情轨迹是该时期设备行为的特征。
    • 9. 发明授权
    • Novelty detection
    • 新奇检测
    • US07925470B2
    • 2011-04-12
    • US12216872
    • 2008-07-11
    • Dennis M KingDavid CliftonLionel TarassenkoStephen P KingPaul AnuzisRobert W Slater
    • Dennis M KingDavid CliftonLionel TarassenkoStephen P KingPaul AnuzisRobert W Slater
    • G06F19/00
    • G06K9/6284
    • A method and apparatus for detecting an abnormality in e.g. in operating characteristics or function of a machine, apparatus or system, the method including providing a data sample set comprising n values of a measured physical parameter associated with the apparatus or system generated by repeating a measurement of the physical parameter n times. An extremal measured parameter value is selected from amongst the data sample set, determining a probability of observing the selected parameter value (e.g. of observing a value not exceeding the selected parameter value) by applying the selected parameter value to an extreme value probability distribution function having a location parameter and a scale parameter. The value of the location parameter and the value of the scale parameter are each constructed using an integer value m (e.g. notionally representing the size of a sub-sample data set comprising m of said measured parameter values) in which m is less than n (i.e. m
    • 一种检测例如异常的异常的方法和装置。 在机器,装置或系统的操作特性或功能中,所述方法包括提供包括与通过重复物理参数的测量n次而产生的装置或系统相关联的测量物理参数的n个值的数据样本集。 从数据样本集中选择极值测量参数值,通过将所选择的参数值应用于具有所选参数值的极值概率分布函数来确定观察所选参数值(例如观察不超过选定参数值的值)的概率, 位置参数和比例参数。 位置参数的值和比例参数的值均使用整数值m(例如,代表所述测量参数值的m的子样本数据集的大小),其中m小于n( 即m
    • 10. 发明申请
    • Novelty detection
    • 新奇检测
    • US20090187381A1
    • 2009-07-23
    • US12216872
    • 2008-07-11
    • Dennis M. KingDavid CliftonLionel TarassenkoStephen P. KingPaul AnuzisRobert W. Slater
    • Dennis M. KingDavid CliftonLionel TarassenkoStephen P. KingPaul AnuzisRobert W. Slater
    • G06F17/18G06F15/00
    • G06K9/6284
    • A method and apparatus for detecting an abnormality in e.g. in operating characteristics or function of a machine, apparatus or system, the method including providing a data sample set comprising n values of a measured physical parameter associated with the apparatus or system generated by repeating a measurement of the physical parameter n times. An extremal measured parameter value is selected from amongst the data sample set, determining a probability of observing the selected parameter value (e.g. of observing a value not exceeding the selected parameter value) by applying the selected parameter value to an extreme value probability distribution function having a location parameter and a scale parameter. The value of the location parameter and the value of the scale parameter are each constructed using an integer value m (e.g. notionally representing the size of a sub-sample data set comprising m of said measured parameter values) in which m is less than n (i.e. m
    • 一种检测例如异常的异常的方法和装置。 在机器,装置或系统的操作特性或功能中,所述方法包括提供包括与通过重复物理参数的测量n次而产生的装置或系统相关联的测量物理参数的n个值的数据样本集。 从数据样本集中选择极值测量参数值,通过将所选择的参数值应用于具有所选参数值的极值概率分布函数来确定观察所选参数值(例如观察不超过选定参数值的值)的概率, 位置参数和比例参数。 位置参数的值和比例参数的值均使用整数值m(例如,代表所述测量参数值的m的子样本数据集的大小),其中m小于n( 即m