D. Howey, S. Roberts, V. Viswanathan, A. Mistry, M. Beuse, Edwin Khoo, S. Decaluwe, V. Sulzer
2020.12.1Electrochemical Society Interface
tlooto Summary
This paper presents a meta-modelling architecture that automates the very labor-intensive and therefore time-heavy and therefore expensive and expensive process of designing and testing batteries for electric vehicles.
Abstract
Mathematical modeling to understand battery performance has a history of more than 50 years. The essence of modeling is to make predictions, as is the case across all scientific disciplines; indeed, we can think of models as hypotheses or theories to be tested against experimental data. Models allow us to interpolate between and extrapolate from points in data; without them, a new experiment would need to be run for every use case of a battery.
Citation format
HOWEY, D., et al. Free radicals: Making a case for battery modeling. Electrochemical Society Interface, 2020.