Peak demand represents the highest level of electrical power consumption within a specific time period, often coinciding with extreme weather conditions. Managing peak demand is crucial to maintaining grid reliability and avoiding blackouts. Utility providers use pricing mechanisms and demand response programs to mitigate the strain on infrastructure during these periods. Understanding and addressing peak demand is key to optimizing energy systems and advancing sustainable energy solutions (NREL).