Invention Grant
- Patent Title: Detection of deviation from an operating state of a device
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Application No.: US17240436Application Date: 2021-04-26
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Publication No.: US11227236B2Publication Date: 2022-01-18
- Inventor: Alexandre Ardel , Shashank Bassi , Elmira M Bonab , Jeff Brown
- Applicant: SparkCognition, Inc.
- Applicant Address: US TX Austin
- Assignee: SparkCognition, Inc.
- Current Assignee: SparkCognition, Inc.
- Current Assignee Address: US TX Austin
- Agency: Moore IP Law
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G05D7/06 ; G06N7/00
Abstract:
A method of detecting deviation from an operational state of a device includes obtaining preprocessed data corresponding to data sensed by one or more sensor devices coupled to the device. The method also includes processing the preprocessed data using a trained anomaly detection model to generate an anomaly score. The method also includes processing the anomaly score using an alert generation model to determine whether to generate an alert.
Public/Granted literature
- US20210326759A1 DETECTION OF DEVIATION FROM AN OPERATING STATE OF A DEVICE Public/Granted day:2021-10-21
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