To calculate the battery life of a 50 amp-hour battery running a 2 Amp load, a simple division of 50 by 2 yields 25 hours, but this is an oversimplification. Battery performance can vary based on discharge rates and the specific characteristics of the battery, such as its C rating. Discharge curves are non-linear, meaning the actual runtime may differ significantly from the calculated estimate. It's essential to consult the battery's data sheet for accurate discharge information and to know the minimum voltage threshold for safe operation. Understanding these factors will provide a more precise estimation of battery life.