Thermal analysis system and method for battery system
AssigneeSamsung SDI Co., Ltd.
InventorsAreum JEONG, Choonghoon LEE, Hyun KIM
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Abstract
The present disclosure relates to a thermal analysis system and method for a battery system. The thermal analysis system includes a learning data generation device configured to generate second thermal analysis data using first thermal analysis data and a first artificial neural network model. The first thermal analysis data is obtained through numerical thermal analysis of a battery system. The thermal analysis system also includes a model construction device configured to construct a thermal analysis model by using a second artificial neural network model with the first thermal analysis data and the second thermal analysis data as learning data.
Claims16
A thermal analysis system comprising:
- at least one processor configured to read out instructions stored in at least one memory to cause the thermal analysis system to function as:
- a learning data generation device configured to generate second thermal analysis data using first thermal analysis data and a first artificial neural network model, the first thermal analysis data having been obtained through numerical thermal analysis of a battery system, and
- a model construction device configured to construct a thermal analysis model by using a second artificial neural network model with the first thermal analysis data and the second thermal analysis data as learning data.
A method performed using a thermal analysis system that is configured to perform thermal analysis of a battery system, the method comprising:
- generating first thermal analysis data through numerical thermal analysis of the battery system,
- generating second thermal analysis data from the first thermal analysis data using a first artificial neural network model, and
- constructing a thermal analysis model by learning a second artificial neural network model using the first thermal analysis data and the second thermal analysis data as learning data.
Dependencies are inferred from the claim text.