VIBRATION SIGNAL FEATURE EXTRACTION METHOD, AND DEVICE ANALYSIS METHOD AND APPARATUS

    公开(公告)号:US20240353256A1

    公开(公告)日:2024-10-24

    申请号:US18685047

    申请日:2022-10-09

    IPC分类号: G01H17/00 G01M99/00

    CPC分类号: G01H17/00 G01M99/005

    摘要: A method for extracting a feature of a vibration signal, and a device analysis method and apparatus. The method includes: processing the vibration signal to obtain a derivative signal from the vibration signal (S420), the derivative signal being used for characterizing one or more characteristics of the vibration signal; extracting a feature of the vibration signal and the derivative signal respectively to obtain a first feature extraction result of the vibration signal and a second feature extraction result of the derivative signal (S430); and taking the first feature extraction result and the second feature extraction result as final feature extraction results of the vibration signal. The finally obtained feature extraction results may be used to analyze the vibration signal from different perspectives, thereby improving the universality of the feature extraction results.

    Method for predictive maintenance of a manufacturing system based on latent properties

    公开(公告)号:US12124254B2

    公开(公告)日:2024-10-22

    申请号:US17845449

    申请日:2022-06-21

    申请人: Arch Systems Inc.

    IPC分类号: G05B23/02 G01M99/00

    CPC分类号: G05B23/0283 G01M99/005

    摘要: A system for predictive analysis and/or process control, preferably including one or more communication and/or computing systems, and optionally including one or more entities and/or sensors. A method for predictive analysis and/or machine operation, preferably including receiving entity data and determining one or more latent features, and optionally including determining one or more response reconstructions, determining a processed representation of the entity data, determining entity information, and/or acting based on entity information. In some embodiments, the method can additionally or alternatively include: determining segments, identifying one or more state change event occurrences, determining an event data subset based on the state change event occurrences, generating a response reconstruction using the event data subset, selecting a physical simulation, selecting one or more simulation hyperparameters for the physical simulation, running the physical simulation, and/or extracting one or more latent features from the physical simulation.

    Testing apparatus of utility pole

    公开(公告)号:US12117373B2

    公开(公告)日:2024-10-15

    申请号:US17775819

    申请日:2019-11-20

    IPC分类号: G01M99/00

    CPC分类号: G01M99/007

    摘要: A utility pole testing apparatus includes three or more utility poles including a first utility pole, a second utility pole, and a third utility pole, a support line that is stretched between the first utility pole and the second utility pole, and is also stretched between the second utility pole and the third utility pole, a rail extended in a direction that intersects both a direction in which the three or more utility poles extend and a direction in which the support line is stretched between the first utility pole and the second utility pole, and a carriage configured to support the third utility pole, the carriage being movably provided along the rail together with the third utility pole.

    METHOD FOR MONITORING A MACHINE, COMPUTER PROGRAM PRODUCT AND ARRANGEMENT

    公开(公告)号:US20240337566A1

    公开(公告)日:2024-10-10

    申请号:US18696710

    申请日:2022-09-01

    IPC分类号: G01M99/00

    CPC分类号: G01M99/005

    摘要: The invention relates to a method (PRC) for monitoring the operation of a machine (MCH), in particular of a motor (ENG) or electrically driven motor (EEG). To improve the monitoring, the method proposes a method of this type comprising the following steps: c) training phase (TPH): i. providing training data (TDT) comprising state variables (PHC) of multiple operating points (OPP) of the machine (MCH), ii. recognizing and combining operating points (OPP) in the training data (TDT) through clustering (CLS) to form operating-point clusters (OCL), i. training a classifier (CLF), which assigns operating points (OPP) to the recognized operating-point clusters (OCL), iv. training an anomaly recognition model (ARM) for recognizing operating anomalies, d) application phase: i. recording operating data (OPD) comprising state variables (PHC) of operating points (OPP) of the machine (MCH) in an operating state, ii. assigning the operating data (OPD) to the operating-point clusters (OCL) using the classifier (CLF), recognizing operating anomalies using the anomaly recognition model (ARM).

    AUTOMATED ACOUSTIC ANOMALY DETECTION FEATURE DEPLOYED ON A PROGRAMMABLE LOGIC CONTROLLER

    公开(公告)号:US20240328903A1

    公开(公告)日:2024-10-03

    申请号:US18681530

    申请日:2021-08-31

    IPC分类号: G01M99/00

    CPC分类号: G01M99/005

    摘要: A real-time computer system for automated acoustic anomaly detection in a programmable logic controller (PLC) is disclosed, the computer system being deployed onto a backplane of the PLC. The computer system includes at least one processor with a real-time operating system and a memory having algorithmic modules stored thereon executable by the processor. The modules include a digital signal processing module configured to apply a windowing function to the sound signal data captured by a sensor, the sound signal data representative of sound emitted by an energized work product under quality inspection. The modules further include a feature extraction component configured to extract acoustic features from each sound window, and an anomaly detector module configured to operate a machine learning-based model to execute acoustic anomaly detection according to results of a classification operation on the acoustic features.

    Method and system for measuring motor damping

    公开(公告)号:US12098978B2

    公开(公告)日:2024-09-24

    申请号:US17799382

    申请日:2022-01-21

    发明人: Jianwei Zhu

    IPC分类号: G01M99/00

    CPC分类号: G01M99/005

    摘要: Embodiments of this application provide a method and system for measuring motor damping. In the method for measuring motor damping, a driving signal is generated to drive a to-be-tested motor to operate, and at a cut-off moment of the driving signal, the to-be-tested motor enters a free damping state and a turn-off signal is generated at this moment to cut off a test circuit of the to-be-tested motor. In this way, an acceleration of the to-be-tested motor having the test circuit cut off and in the free damping state can be acquired, and damping of the to-be-tested motor is obtained by using the acceleration of the to-be-tested motor having the test circuit cut off and in the free damping state, thereby realizing the measurement of the damping of the to-be-tested motor.

    INTRA-BUCCAL MOUNTING DEVICE FOR MOUNTING DEVICE OUTSIDE USER'S MOUTH

    公开(公告)号:US20240310247A1

    公开(公告)日:2024-09-19

    申请号:US18122609

    申请日:2023-03-16

    申请人: Luis Stohr

    发明人: Luis Stohr

    IPC分类号: G01M99/00

    CPC分类号: G01M99/00

    摘要: An intra-buccal mounting device for holding a device outside a user's mouth includes a remaining member and an elongated holding member integrally extended from the remaining member; wherein the remaining member includes a first curve-shaped retaining member outwardly extended from the elongated holding member and a second curved-shaped retaining member outwardly extended from the elongated holding member.