TIME SERIES ANOMALY DETECTION MODEL TRAINING ACCELERATOR

    公开(公告)号:US20230394359A1

    公开(公告)日:2023-12-07

    申请号:US18137220

    申请日:2023-04-20

    CPC classification number: G06N20/00

    Abstract: Anomaly detection techniques in time series data are described. The techniques can model historical sensor data for a training period using a non-iterative acceleration technique for systems of non-linear equations. The model can include a Bayesian statistical model. The warmup period for training the model can be reduced or bypassed by setting the initial parameters of the model. The trained model can predict a confidence range for a forecast period. Measured values in the forecast period can then be compared to the confidence range to determine the presence of anomalies.

    A MAGNETIC SENSING DEVICE
    73.
    发明公开

    公开(公告)号:US20230375372A1

    公开(公告)日:2023-11-23

    申请号:US18248520

    申请日:2020-11-20

    CPC classification number: G01D5/2455 G01D2205/26

    Abstract: The present disclosure provides a magnetoresistive quadrant detector for use in a magnetic sensing device comprising a magnetic multi-turn sensor and an angle turn sensor, in particular, an angle sensor configured to provide 180° absolute angle measurements, such as an anisotropic magnetoresistive (AMR) angle sensor. The quadrant detector is formed of at least two magnetoresistive elements, preferably giant magnetoresistive (GMR) elements, which may be integrated to the multi-turn sensor die or provided on a separate die within the sensor package. The magnetoresistive elements are configured to provide a unique combination of resistance states for each quadrant of magnetic field direction. This quadrant information can then be used to remedy any ambiguities in the multi-turn measurement without needing 360° absolute angle information from the single turn angle sensor.

    SEMI-CLOSED WIRELESS DATA TRANSFER FOR ROTARY JOINTS

    公开(公告)号:US20230361485A1

    公开(公告)日:2023-11-09

    申请号:US18067495

    申请日:2022-12-16

    CPC classification number: H01Q21/24 H01Q21/061

    Abstract: Systems configured to implement semi-closed wireless data transfer for rotary joints are disclosed. An example system includes first and second RF transceivers, to be included in different components of a rotary joint. The first and second RF transceivers implement elliptically (e.g., circularly) polarized antennas to realize a short distance communication link (e.g., a 60 GHz short distance communication link) between the two components of a rotary joint. The example system further includes an open-ended waveguide (OEWG) between the first and second RF transceivers, for receiving, at a first end of the OEWG, wireless signals transmitted by one of the first and second RF transceivers, transmitting the received signals through the OEWG, and radiating, at a second end of the OEWG, wireless signals indicative of the received wireless signals, to be received by another one of the first and second RF transceivers.

    FRACTIONAL DIVIDER WITH DUTY CYCLE REGULATION AND LOW SUBHARMONIC CONTENT

    公开(公告)号:US20230336182A1

    公开(公告)日:2023-10-19

    申请号:US18317582

    申请日:2023-05-15

    CPC classification number: H03L7/1974 H03L7/085 H03L7/185

    Abstract: Systems, devices, and methods related to frequency divider circuitry are provided. An apparatus includes frequency divider circuitry including a first node to receive an input signal; fractional divider circuitry to generate, based on the input signal and a frequency-division ratio, a first signal having a first series of pulses with adjacent pulses triggered by opposite edges of the input signal, wherein the fractional divider circuitry includes first signal selection circuitry; balancer divider circuitry to generate, based on the input signal, a second signal having a second series of pulses aligned to the first series of pulses, wherein the balancer divider circuitry includes second signal selection circuitry triggered by opposite edges of the input signal than the first signal selection circuitry; and a second node to combine the first signal and the second signal.

    REFERENCE ELECTRODES OF ELECTROCHEMICAL SENSORS

    公开(公告)号:US20230304958A1

    公开(公告)日:2023-09-28

    申请号:US18187466

    申请日:2023-03-21

    CPC classification number: G01N27/301 G01N27/3272

    Abstract: A reference electrode of an electrochemical sensor includes a substrate having internal walls defining a well and a channel. The reference electrode includes a conductive element disposed in the substrate. The well extends from a first surface of a substrate towards a second surface of the substrate. The channel is within the substrate. The channel has a first end connected to the well and a second end that is in contact with the conductive element. The reference electrode may include an additional well that extends from the first surface towards the second surface. The additional well may be connected to the second end of the channel and may be in contact with the conductive element. The channel and the wells form a flow path of a conductive medium. The flow path may be coupled to an agitating element or heating element that promotes flow of the conductive medium.

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