AUTOMATED SYSTEM FOR RELIABLE AND SECURE OPERATION OF IOT DEVICE FLEETS
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United States of America
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Issued Date -
Feb 13, 2025
app pub date -
Dec 13, 2022
filing date -
Dec 13, 2022
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Abstract
The invention refers to a device (120) for monitoring a plurality of edge devices (111, 112, 113, 114, 115) provided at an industrial plant (110) and adapted for collecting and/or handling technical data related to production processes and/or assets. The device comprises a data providing unit (121) for providing monitoring data that are based on technical data of a respective edge device. A model providing unit (122) provides a respective model adapted to model a functional behaviour of the respective edge device based on monitoring data. A prediction unit (123) applies the respective model to existing monitoring data to determine an expected behaviour of the respective edge device, and an abnormality detection unit (124) detects an abnormal behaviour based on the expected behaviour of the respective edge device. A controlling unit (125) provides control signals for causing a reaction based on the detected abnormal behaviour.
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