In today's fluctuating energy market, savvy consumers are actively seeking ways to IoT energy management costs control their energy expenditures. Smart pricing strategies offer a powerful solution by synchronizing energy usage with periods of reduced electricity rates. One widely-used approach involves implementing time-of-use (TOU) tariffs, where