This document discusses how to properly size batteries based on load profiles. It covers building a load profile by identifying continuous, non-continuous, and momentary loads. It also discusses factors to consider like temperature corrections, aging factors, and design margins. The document provides examples of calculating battery requirements for different load scenarios and chemistries, emphasizing the importance of accurately defining the load profile and voltage window to determine the optimal battery type and size.