Fault diagnosis method under convergence trend of center frequency

    公开(公告)号:US11644391B2

    公开(公告)日:2023-05-09

    申请号:US17414939

    申请日:2020-07-30

    IPC分类号: G06F11/30 G01M99/00

    CPC分类号: G01M99/005

    摘要: The present invention discloses a fault diagnosis method under a convergence trend of a center frequency, including: (1) acquiring a dynamic signal x(t) of a rotary machine equipment; (2) setting initial decomposition parameters of a variational model; (3) decomposing the dynamic signal x(t) by using the variational model with the set initial decomposition parameters, and traversing a signal analysis band and performing iterative decomposition on the dynamic signal x(t) under the guidance of a convergence trend of a center frequency, to obtain optimized modals {m1 . . . mn . . . mN} and corresponding center frequencies {ω1 . . . ωn . . . ωN}; (4) searching a fault related modal mI, guiding parameter optimization by using a center frequency ωI of the fault related modal mI, and retrieving an optimal target component mI including fault information; and (5) performing envelopment analysis on the optimal target component mI, and diagnosing the rotary machine equipment according to an envelope spectrum.

    System for Testing the Padding of a Robotic Manipulator

    公开(公告)号:US20230126429A1

    公开(公告)日:2023-04-27

    申请号:US18088085

    申请日:2022-12-23

    申请人: ABB Schweiz AG

    摘要: A system and method for testing the padding of a robotic manipulator includes at least one sensor; a processing unit; and an output unit. The at least one sensor is configured to acquire sensor data of a robotic manipulator. The at least one sensor is configured to provide the sensor data to the processing unit. The processing unit is configured to determine information relating to padding applied to the robotic manipulator, wherein the determination comprises a comparison of the sensor data with reference data. The output unit is configured to output the information relating to the padding applied to the robotic manipulator.

    Test Piece for Testing a Washing Performance of an Industrial Washing Machine

    公开(公告)号:US20230095195A1

    公开(公告)日:2023-03-30

    申请号:US17954424

    申请日:2022-09-28

    IPC分类号: G01M99/00

    摘要: A test piece (10) for testing a washing performance of an industrial washing machine includes a first side element (11) with at least one first plane surface (21) and also a second side element (12) with at least one second plane surface (22). The first side element (11) is connectable to the second side element (12) so that the first plane surface (21) faces the second plane surface (22). The first plane surface (21) includes first bores (31), and the second plane surface (22) includes second bores (32). When the first side element (11) is connected to the second side element (12), the first bores (31) are arranged in axial extension of the second bores (32), and a plastically deformable foil (40) is disposed between the first plane surface (21) and the second plane surface (22).

    Data display method of test instrument for rivet nut setting tool

    公开(公告)号:US11614374B2

    公开(公告)日:2023-03-28

    申请号:US16852847

    申请日:2020-04-20

    发明人: Sheng-Yuan Wu

    摘要: A data display method of a test instrument for a rivet nut setting tool is disclosed. When the rivet nut setting tool is operated, a value of a pull force detected by the pull-force detector is transmitted to the first display area through a circuit module, and a first display area displays variation of the value of the detected pull force in waveform, and the first display area also displays an upper-limit waveform value, a waveform data unit, a current value and a historical maximum value; when the rivet nut setting tool is operated continuously, the first display area displays a continuous waveform, and the second display area displays historical data and average values of maximum pull force values.

    Information processing apparatus, information processing method, and non-transitory computer readable medium

    公开(公告)号:US11598693B2

    公开(公告)日:2023-03-07

    申请号:US17015339

    申请日:2020-09-09

    发明人: Ken Ueno

    IPC分类号: G06F11/30 G01M13/00 G01M99/00

    摘要: One embodiment of the present invention provides an apparatus and the like for improving the accuracy of deterioration estimation regarding a monitoring target. An information processing apparatus as one embodiment of the present invention includes a detector, a separator, a calculator, and an estimator. The detector detects a normal waveform pattern included in a waveform of time-series data of a target. The separator separates the waveform of the time-series data into components while removing the normal waveform pattern that is detected. The calculator calculates a feature of the time-series data based on at least one of the components. The estimator estimates deterioration of the target based on the feature.

    METHOD FOR MONITORING A WORK SYSTEM AS WELL AS SYSTEM COMPRISING A WORK SYSTEM

    公开(公告)号:US20230069619A1

    公开(公告)日:2023-03-02

    申请号:US17898431

    申请日:2022-08-29

    申请人: Workaround GmbH

    IPC分类号: G01M99/00 G05B23/02

    摘要: A method for monitoring a work system including a plurality of sensor mechanisms and a control system. The method includes creating sensor data as well as event data packets during operation by a user by way of the sensor devices, transmitting event data packets to a correlation module of a monitoring system, receiving context information by way of the correlation module, correlating event data packets with the context information by way of the correlation module and creating context records by way of the correlation module that are based on the event data packets correlated with the context information, creating a report on the state of the work system and/or on deviations from the previous operating sequence of the work system and/or including a system improvement by an analysis module based on the context records. Moreover, a system is shown.

    System and method for calculating risk associated with failures in process plants

    公开(公告)号:US11592359B2

    公开(公告)日:2023-02-28

    申请号:US17036291

    申请日:2020-09-29

    IPC分类号: G01M99/00 G06F11/30

    摘要: This disclosure relates generally to a system and method to estimate an operational risk associated with one or more failures in at least one unit of a process plant. There is a continuous stream of operational data of several variables such as temperature, pressure, etc. Detections are defined in terms of acceptable/unacceptable ranges of parameters over a finite period and operating load of the unit. Often, these predefined parameters must be within a specified range based on operating condition of the process plant and when the measured parameters go beyond, a failure is detected. A risk priority number is estimated from number of occurrences of failure mode, average percentage change from dynamic limits with severity and degree of correlation with detectability from operational data and dynamic limits. Herein, operational risk associated with failure modes can be calculated and updated from time to time automatically from the stream of operational data.

    Apparatus and method for diagnosing failure of plant

    公开(公告)号:US11585732B2

    公开(公告)日:2023-02-21

    申请号:US17133145

    申请日:2020-12-23

    IPC分类号: G01M99/00 G06N7/00

    摘要: An apparatus for diagnosing failure of a plant is provided. The apparatus for diagnosing failure of a plant includes: a data analyzer configured to provide data analysis information, which is information requiring analysis to diagnose failure of the plant, and a comprehensive diagnostic device configured to diagnose the failure using each of an algorithm-based diagnosing technique and a domain knowledge-based diagnosing technique based on the data analysis information, and to derive comprehensive diagnosis information for the failure by summarizing results of the algorithm-based diagnosing technique and the domain knowledge-based diagnosing technique.