A Controlling Method and Device for an Industrial Device
AssigneeSiemens Aktiengesellschaft
InventorsXiang Li, Xiao Feng Wang, Fan Bo Meng
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Abstract
Various embodiments include methods for controlling an industrial device. Some embodiments include: obtaining a state input characterizing a current state of the industrial device; processing the state input to generate an action output characterizing an expected action to be performed by the industrial device for the current state, based on a machine learning model trained based on states of the industrial device, actions each performed for each state of the industrial device and results each obtained by performing each action; and generating a control signal for the industrial device based on the action output.
Claims15
A method for controlling an industrial device, the method comprising:
- obtaining a state input characterizing a current state of the industrial device;
- processing the state input to generate an action output characterizing an expected action to be performed by the industrial device for the current state, based on a machine learning model trained based on states of the industrial device, actions each performed for each state of the industrial device and results each obtained by performing each action;
- and
- generating a control signal for the industrial device based on the action output.
A device for controlling an industrial device, the device comprising:
- an obtaining apparatus for obtaining a state input characterizing a current state of the industrial device;
- a processor for processing the state input to generate an action output characterizing an expected action to be performed by the industrial device for the current state, based on a machine learning model that is trained based on states of the industrial device, actions each performed for each state of the industrial device and results each obtained by performing each action, and generating a control signal for the industrial device based on the action output;
- and
- a controller for controlling the industrial device based on the control signal.
A controlling device for an industrial device, the controlling device comprising:
- one or more processor;
- and
- one or more memories storing instructions operable, when executed the one or more processor, to cause the one or more processor to:
- obtain a state input characterizing a current state of the industrial device;
- process the state input to generate an action output characterizing an expected action to be performed by the industrial device for the current state, based on a machine learning model trained based on states of the industrial device, actions each performed for each state of the industrial device and results each obtained by performing each action;
- and
- generate a control signal for the industrial device based on the action output.
(canceled)
Dependencies are inferred from the claim text.