Safety monitoring
AssigneeSick AG
InventorMarkus HAMMES
Life of this patent
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Abstract
A method for a distributed training of a common AI model for a safety monitoring of an operating zone is provided, wherein at least one respective first sensor generates sensor data by monitoring a respective operating zone at a plurality of locations; a respective classical safety system monitors the respective operating zone by at least one respective second sensor at a respective location of the plurality of locations and carries out a safety evaluation; and a respective local AI model is trained with the sensor data and the safety evaluation of the respective location. In this respect, the training results of the local AI models are transmitted to an orchestration server and the orchestration server generates or improves the common AI model using the training results.
Claims17
A method for a distributed training of a common AI model for a safety monitoring of an operating zone, wherein at least one respective first sensor generates sensor data by monitoring a respective operating zone at a plurality of locations;
- a respective classical safety system monitors the respective operating zone by at least one respective second sensor at a respective location of the plurality of locations and carries out a safety evaluation;
- and a respective local AI model is trained with the sensor data and the safety evaluation of the respective location,
- wherein the training results of the local AI models are transmitted to an orchestration server;
- and wherein the orchestration server generates or improves the common AI model using the training results.
A safety system for the distributed training of a common AI model for a safety monitoring of an operating zone using an orchestration server and having a plurality of nodes at a respective one of a plurality of locations, wherein the orchestration server has a server processing unit and a first communication interface and the nodes have a respective AI processing unit and a second communication interface so that AI models or training results of AI models can be transmitted over the communication interfaces, and at least one respective first sensor for the generation of sensor data by monitoring a respective operating zone of the location is provided at the locations and a respective classical safety system for monitoring the respective operating zone by at least one respective second sensor and for carrying out a safety evaluation is provided, wherein the respective AI processing unit is configured to train a respective local AI model with the sensor data and the safety evaluation of the respective location, and to transmit training results of the local AI models to the orchestration server, and wherein the server processing unit is configured to generate or to improve the common AI model using the training results.
Dependencies are inferred from the claim text.