Systems and methods for selecting training data and generating fault models for use in sensor-based monitoring
    21.
    发明申请
    Systems and methods for selecting training data and generating fault models for use in sensor-based monitoring 失效
    选择训练数据和生成故障模型​​以用于基于传感器的监测的系统和方法

    公开(公告)号:US20050049827A1

    公开(公告)日:2005-03-03

    申请号:US10932577

    申请日:2004-09-02

    CPC分类号: G05B9/02 G05B23/0254

    摘要: A system for generating a sensor model for use in sensor-based monitoring is provided. The system includes a segmenting module for segmenting a collection of sensor vectors into a plurality of bins comprising distinct sensor vectors. The system also includes a set-generating module for generating a set of statistically significant sensor vectors for each bin. The system further includes a consistency determination module for generating at least one consistent set of sensor vectors from the sets of statistically significant sensor vectors. Additionally, the system includes a model-generating module for generating a sensor model based upon the at least one consistent set.

    摘要翻译: 提供了一种用于生成用于基于传感器的监测的传感器模型的系统。 该系统包括分段模块,用于将传感器向量的集合分成多个包含不同传感器向量的箱。 该系统还包括用于为每个仓生成一组统计上显着的传感器向量的集合生成模块。 所述系统还包括一致性确定模块,用于从所述统计学上有意义的传感器向量集合生成至少一个一致的传感器向量集合。 另外,该系统包括用于基于至少一个一致集合生成传感器模型的模型生成模块。

    Method for computer-aided closed-loop and/or open-loop control of a technical system
    22.
    发明授权
    Method for computer-aided closed-loop and/or open-loop control of a technical system 有权
    技术系统的计算机辅助闭环和/或开环控制的方法

    公开(公告)号:US09043254B2

    公开(公告)日:2015-05-26

    申请号:US13640105

    申请日:2010-04-12

    摘要: A method for computer-aided closed and/or open-loop control of a technical system is provided. A first value of an output quantity is predicted on a data-based model at a current point in time. A second value of the output quantity is determined from an analytical model. The state of the technical system at the current point is assigned a confidence score in the correctness of prediction of the data-based model. A third value of the output quantity is determined from the first and second value as a function of the confidence score for controlling the technical system. A suitable value for the output quantity can be derived from the analytical model even for regions of the technical system in which the quality of prediction of the data-based model is low because of a small set of training data. The technical systems can be turbines, such as gas turbines.

    摘要翻译: 提供了一种用于技术系统的计算机辅助闭合和/或开环控制的方法。 在当前时间点上,基于数据的模型预测出输出量的第一值。 从分析模型确定输出量的第二个值。 目前技术系统的状态在基于数据的模型的预测的正确性中被赋予置信度分数。 作为用于控制技术系统的置信度得分的函数,从第一和第二值确定输出量的第三值。 即使对于基于数据的模型的预测质量较低的技术系统的区域,由于一小组训练数据,也可以从分析模型中获得输出量的合适值。 技术系统可以是涡轮机,例如燃气轮机。

    METHOD FOR COMPUTER-AIDED CLOSED-LOOP AND/OR OPEN-LOOP CONTROL OF A TECHNICAL SYSTEM
    24.
    发明申请
    METHOD FOR COMPUTER-AIDED CLOSED-LOOP AND/OR OPEN-LOOP CONTROL OF A TECHNICAL SYSTEM 有权
    一种技术系统的计算机辅助闭环和/或开环控制的方法

    公开(公告)号:US20130204812A1

    公开(公告)日:2013-08-08

    申请号:US13640105

    申请日:2010-04-12

    IPC分类号: G06N99/00

    摘要: A method for computer-aided closed and/or open-loop control of a technical system is provided. A first value of an output quantity is predicted on a data-based model at a current point in time. A second value of the output quantity is determined from an analytical model. The state of the technical system at the current point is assigned a confidence score in the correctness of prediction of the data-based model. A third value of the output quantity is determined from the first and second value as a function of the confidence score for controlling the technical system. A suitable value for the output quantity can be derived from the analytical model even for regions of the technical system in which the quality of prediction of the data-based model is low because of a small set of training data. The technical systems can be turbines, such as gas turbines.

    摘要翻译: 提供了一种用于技术系统的计算机辅助闭合和/或开环控制的方法。 在当前时间点上,基于数据的模型预测输出量的第一值。 从分析模型确定输出量的第二个值。 目前技术系统的状态在基于数据的模型的预测的正确性中被赋予置信度分数。 作为用于控制技术系统的置信度得分的函数,从第一和第二值确定输出量的第三值。 即使对于基于数据的模型的预测质量较低的技术系统的区域,由于一小组训练数据,也可以从分析模型中获得输出量的合适值。 技术系统可以是涡轮机,例如燃气轮机。

    Temperature determination of an away-facing surface of an object
    25.
    发明授权
    Temperature determination of an away-facing surface of an object 失效
    对象面向表面的温度测定

    公开(公告)号:US07708461B2

    公开(公告)日:2010-05-04

    申请号:US11663153

    申请日:2005-09-16

    IPC分类号: G01K11/24

    CPC分类号: G01K7/42 G01K11/24

    摘要: A method for determining the temperature of an away-facing surface of an object, wherein at least one ultrasonic pulse is transmitted through a surface of the object facing a transmitter/receiver unit into said object; the at least one ultrasonic pulse is reflected at least partially in the direction of the transmitter/receiver unit on the surface of the object facing away from the transmitter/receiver unit; and the reflected part of the at least one transmitted ultrasonic pulse is received by the transmitter/receiver unit. At least one temperature value for the object surface facing the transmitter/receiver unit is also determined; at least one value is determined for the propagation time of the at least one ultrasonic pulse through the object, and at least one temperature value for the object surface facing away from the transmitter/receiver unit is determined by the at least one temperature value for the object surface facing the transmitter/receiver unit and the at least one propagation time value.

    摘要翻译: 一种用于确定物体朝向表面的温度的方法,其中至少一个超声波脉冲通过面向发射器/接收器单元的物体的表面传输到所述物体中; 所述至少一个超声波脉冲至少部分地在所述物体的表面上远离所述发射机/接收机单元的所述发射机/接收机单元的方向上反射; 并且所述至少一个发送的超声脉冲的反射部分由发射机/接收机单元接收。 还确定面向发射机/接收机单元的物体表面的至少一个温度值; 确定至少一个超声脉冲通过物体的传播时间的值,并且面对远离发射器/接收器单元的物体表面的至少一个温度值由该至少一个超声波脉冲的至少一个温度值确定 物体表面面向发射器/接收器单元和至少一个传播时间值。

    SYSTEMS AND METHODS FOR LEARNING OF NORMAL SENSOR SIGNATURES, CONDITION MONITORING AND DIAGNOSIS
    27.
    发明申请
    SYSTEMS AND METHODS FOR LEARNING OF NORMAL SENSOR SIGNATURES, CONDITION MONITORING AND DIAGNOSIS 有权
    正常传感器信号学习系统与方法,状况监测与诊断

    公开(公告)号:US20140324739A1

    公开(公告)日:2014-10-30

    申请号:US13703156

    申请日:2011-05-12

    IPC分类号: G06N99/00

    CPC分类号: G06N99/005 G06K9/6284

    摘要: Systems and methods to monitor a signal from an apparatus are disclosed. A feature extracted from the signal is automatically defined. Signals are received over a period of time wherein the apparatus is in a normal operational mode. Features are classified in a learning mode and are applied to create a reference model that defines a within-normal operational mode. In a testing mode a signal generated by the apparatus is received, a feature is extracted and classified. Instantaneous data generated in operational mode by the apparatus is classified by the system as abnormal if it does not lie within boundaries of the reference model or contains information/structure in an orthogonal subspace. A learned reference model is augmented by a user or automatically. In one illustrative example the apparatus is a power generation equipment and the signal is an acoustic signal.

    摘要翻译: 公开了一种监视来自装置的信号的系统和方法。 自动定义从信号中提取的特征。 在设备处于正常操作模式的一段时间内接收信号。 功能被分类为学习模式,并被应用于创建定义正常工作模式的参考模型。 在测试模式中,接收由设备产生的信号,提取和分类特征。 如果设备在操作模式下生成的瞬时数据被分类为异常,如果它不在参考模型的边界内或在正交子空间中包含信息/结构。 学习的参考模型由用户增强或自动增强。 在一个说明性示例中,该装置是发电设备,并且该信号是声信号。

    MAGNETOELASTIC TORQUE SENSOR
    28.
    发明申请
    MAGNETOELASTIC TORQUE SENSOR 有权
    MAGNETOELASTIC TORQUE传感器

    公开(公告)号:US20140102220A1

    公开(公告)日:2014-04-17

    申请号:US14115911

    申请日:2012-04-11

    IPC分类号: G01L3/10

    CPC分类号: G01L3/105 G01L3/102

    摘要: A magnetoelastic torque sensor (1) has an emission coil (7) for generating a magnetic field in an object (3), the torque of which is to be determined. The emission coil is axially oriented (A) and has an axial emission coil end surface (15) which can be guided towards the object (3). At least two reception coils (9, 33, 43) at a distance from the emission coil and having, respectively, a receiving coil end surface (17) which can be guided towards the object (3) to capture a response signal induced in the object (3) by the magnetic field of the emission coil (7, 31, 41). At least the receiver coil end surface (17) of one of the receiver coils protrudes beyond the emission coil end surface (15) to a selected distance from the object (3).

    摘要翻译: 磁弹性扭矩传感器(1)具有用于在物体(3)中产生磁场的发射线圈(7),其扭矩将被确定。 发射线圈是轴向定向的(A)并且具有轴向发射线圈端面(15),其可被引向物体(3)。 至少两个接收线圈(9,33,43)距离发射线圈一段距离,并且分别具有可以被引导到物体(3)的接收线圈端面(17),以捕获在该发射线圈 物体(3)通过发射线圈(7,31,41)的磁场。 至少接收器线圈的接收器线圈端面(17)突出超过发射线圈端面(15)到与物体(3)的选定距离。

    System to monitor a structure within an outer casing of a gas turbine engine
    30.
    发明申请
    System to monitor a structure within an outer casing of a gas turbine engine 有权
    用于监测燃气涡轮发动机的外壳内的结构的系统

    公开(公告)号:US20080310804A1

    公开(公告)日:2008-12-18

    申请号:US11818326

    申请日:2007-06-14

    IPC分类号: G02B6/06 G02B6/04

    摘要: A system is provided to monitor a structure within an outer casing of a gas turbine engine. The system may comprise an optical fiber bundle, a fiber bundle palette and a camera palette assembly. The optical fiber bundle may have first and second ends. The first end is adapted to pass through a bore in the outer casing of the gas turbine engine so as to be positioned adjacent the structure within the gas turbine engine casing to be monitored. The fiber bundle palette is adapted to be located outside of the engine casing to receive the second end of the optical fiber bundle. The camera palette assembly comprises a fixture movable relative to the fiber bundle palette and a first camera mounted to the fixture. The first camera is adapted to be positioned adjacent to the second end of the optical fiber bundle so as to receive electromagnetic radiation received by the first end of and transmitted through the optical fiber bundle.

    摘要翻译: 提供一种用于监测燃气涡轮发动机的外壳内的结构的系统。 该系统可以包括光纤束,纤维束调色板和照相机调色板组件。 光纤束可以具有第一和第二端。 第一端适于通过燃气涡轮发动机的外壳中的孔,以便邻近被监测的燃气涡轮发动机壳体内的结构定位。 纤维束调色板适于位于发动机壳体外部以接收光纤束的第二端。 相机调色板组件包括可相对于纤维束调色板移动的夹具和安装到固定装置的第一照相机。 第一照相机适于邻近光纤束的第二端定位,以便接收由光纤束的第一端接收并传输的电磁辐射。