This article deals about battery capacity ageing model, taking into account battery capacity regeneration during battery rest. In fact the battery capacity losses are modeled as a sum of a reversible part recovered after sufficient rest time and an irreversible part, definitely lost due to battery aging. A 12Ah commercial lithium battery was aged at 45°C with sequences of 5 days under power cycling followed by 2 days of rest, over more than 100 days. The model was implemented using Matlab\Simulink. Simulation results are in agreement with the experimental test, including capacity regeneration and battery capacity losses.