DOE OSTI · code-57550
BEAM (Battery Ensemble ANN Modeler) [SWR-19-69]
Abstract
Dynamic losses of batteries can be a nonlinear function of the operational state of the battery. This package trains an Ensemble of Artificial Neural Networks on battery operational data to model the dynamic losses as a function of the operational state of charge and the active power set point. The package can also be used to return the dynamic battery losses which will be incurred as the battery operates if fed some operational profile.
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Bryce, Richard. 2020-12-21. BEAM (Battery Ensemble ANN Modeler) [SWR-19-69]. https://doi.org/10.11578/dc.20211018.2
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