Table 1. Mean absolute error (MAE) values of Lithium Cobalt Oxide (LCO), Lithium Iron Phosphate (LFP), Lithium Manganese Oxide (LMO), Lithium Titanium Oxide (LTO), Nickle Cobalt Aluminum Oxide (NCA) and Nickle Manganese Cobalt Oxide (NMC) cell chemistries resulting from the artificial neural network (ANN) and Extreme Gradient Boosting (XGBoost) algorithms (in terms of ampere-hour).

Algorithms	LCO	LFP	LMO	LTO	NCA	NMC	Total
ANN	0.067567	0.076977	0.139979	0.076037	0.059225	0.092450	0.085372
XGB	0.018649	0.020621	0.028154	0.03472	0.008248	0.013664	0.020676