Patent ID: 11879945
Assignee: MONA INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 2:
3. The battery diagnosis method of claim 1, further comprising optimizing a hyperparameter of the battery prediction model,
wherein the optimizing comprises:
training the battery prediction model by using pre-defined training data and a plurality of pre-defined candidate hyperparameters;
selecting at least two top candidate hyperparameters as parent hyperparameters, based on fitness evaluation of the battery prediction model trained based on each of the candidate hyperparameters;
generating at least one new candidate hyperparameter through intersection or transformation between the parent hyperparameters; and
repeating a process of selecting parent hyperparameters again based on fitness evaluation of the battery prediction model trained based on the new candidate hyperparameter and generating a new candidate hyperparameter, until a predefined condition is met or a predefined number of times is reached.