Method and apparatus for automatically generating boiler combustion model
AssigneeDoosan Enerbility Co., Ltd.
InventorsSang Gun Na, Jwa Young Maeng
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Abstract
A method and apparatus for automatically generating periodic boiler combustion models and aperiodic boiler combustion models through automatic learning are provided. The method of automatically generating a boiler combustion model may include determining whether a specific event has occurred in association with a boiler, changing a training condition according to a result of the determining, generating a boiler combustion model trained on operation data measured in the boiler and stored in a database according to the training condition, and determining a precision of the generated boiler combustion model.
Claims18
A method of automatically generating a boiler combustion model, the method comprising:
- determining whether a specific event has occurred in association with a boiler;
- changing a training condition according to a result of the determining;
- generating a boiler combustion model trained on operation data measured in the boiler and stored in a database according to the training condition;
- and
- determining a precision of the generated boiler combustion model.
An apparatus for automatically generating a boiler combustion model, the apparatus comprising:
- a database configured to store operation data measured in a boiler;
- a training condition changer configured to determine whether a specific event has occurred in association with the boiler and change a training condition according to whether the specific event has occurred;
- a model generator configured to generate a boiler combustion model trained on the operation data stored in the database according to the training condition;
- and
- a precision determiner configured to determine a precision of the generated boiler combustion model.
Dependencies are inferred from the claim text.