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. 2023 Feb 22;2:96. Originally published 2022 Aug 12. [Version 2] doi: 10.12688/openreseurope.14745.2

Table 2. Artificial neural network (ANN) mean absolute error values (MAE) 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 at different state of charge (SOC) and temperature combinations (in terms of ampere-hour).

SOC% & T LCO LFP LMO LTO NCA NMC
SOC100% & 60°C 0.081378 0.101446 0.145732 0.06983 0.033591 0.106814
SOC50% & 60°C 0.057263 0.079261 0.201832 0.128171 0.083061 0.100742
SOC50% & 50°C - - 0.112657 0.115104 - -
SOC20% & 60°C 0.045575 0.043559 0.072332 0.054119 0.061023 0.063603
SOC20% & 50°C - - 0.131381 0.042448 - -