Real-time anomaly detection for industrial processes
AssigneeIntel Corporation
InventorsTara K. Thimmanaik, Rita Chattopadhyay, David J. Austin
Life of this patent
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Abstract
In one embodiment, a device comprises interface circuitry and processing circuitry. The processing circuitry receives, via the interface circuitry, a video stream captured by a camera during performance of an industrial process, wherein the video stream comprises a sequence of frames; detects, based on analyzing the sequence of frames, a degree of particle scatter that occurs during performance of the industrial process; and determines, based on the degree of particle scatter, that an anomaly occurs during performance of the industrial process.
Claims25
A device for performing anomaly detection, comprising:
- interface circuitry;
- and
- processing circuitry to:
- receive, via the interface circuitry, a video stream captured by a camera during performance of an industrial process, wherein the video stream comprises a sequence of frames;
- detect, based on analyzing the sequence of frames, a degree of particle scatter that occurs during performance of the industrial process;
- and
- determine, based on the degree of particle scatter, that an anomaly occurs during performance of the industrial process.
At least one non-transitory computer-readable storage medium having instructions stored thereon, wherein the instructions, when executed on processing circuitry, cause the processing circuitry to:
- receive, via interface circuitry, a video stream captured by a camera during performance of an industrial process, wherein the video stream comprises a sequence of frames;
- detect, based on analyzing the sequence of frames, a degree of particle scatter that occurs during performance of the industrial process;
- and
- determine, based on the degree of particle scatter, that an anomaly occurs during performance of the industrial process.
A method of performing anomaly detection, comprising:
- receiving, via interface circuitry, a video stream captured by a camera during performance of an industrial process, wherein the video stream comprises a sequence of frames;
- detecting, based on analyzing the sequence of frames, a degree of particle scatter that occurs during performance of the industrial process;
- and
- determining, based on the degree of particle scatter, that an anomaly occurs during performance of the industrial process.
A system, comprising:
- interface circuitry;
- a robot controller to control a robot, wherein the robot is to perform an industrial process;
- and
- processing circuitry to:
- receive, via the interface circuitry, a video stream captured by a camera during performance of the industrial process, wherein the video stream comprises a sequence of frames;
- detect, based on analyzing the sequence of frames, a degree of particle scatter that occurs during performance of the industrial process;
- determine, based on the degree of particle scatter, that an anomaly occurs during performance of the industrial process;
- and
- send a command to the robot controller to cause the robot to perform an action based on occurrence of the anomaly.
Dependencies are inferred from the claim text.