DETERMINING APPROPRIATE SEQUENCES OF ACTIONS TO TAKE UPON OPERATING STATES OF INDUSTRIAL PLANTS

A computer-implemented method (100) for determining an appropriate sequence (6) of actions to take during operation of an industrial plant (1) or part thereof, comprising the steps of:* obtaining (110) values of a plurality of state variables (2) that characterize an operational state of the plant (...

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Bibliographic Details
Main Authors BORRISON, Reuben, KLOEPPER, Benjamin, SCHMIDT, Benedikt
Format Patent
LanguageEnglish
French
German
Published 24.05.2023
Subjects
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
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Summary:A computer-implemented method (100) for determining an appropriate sequence (6) of actions to take during operation of an industrial plant (1) or part thereof, comprising the steps of:* obtaining (110) values of a plurality of state variables (2) that characterize an operational state of the plant (1) or part thereof;* encoding (120), by at least one trained state encoder network (3), the plurality of state variables (2) into a representation (2a) of the operating state of the plant (1) or part thereof;* mapping (130), by a trained state-to-action network (4), the representation (2a) of the operating state to a representation (6a) of a sequence (6) of actions to take in response to the operating state; and* decoding (140), by a trained action decoder network (5), the representation (6a) of the sequence (6) of actions to the sought sequence (6) of actions to take.
Bibliography:Application Number: EP20210209772