In today's dynamic energy market, savvy individuals are proactively seeking ways to manage their energy expenditures. Smart pricing strategies offer a effective solution by synchronizing energy usage with intelligent energy control pricing periods of reduced electricity rates. One widely-used approach involves leveraging time-of-use (TOU) tariffs,