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Rahim et al. (2016) employed Ant Colony Optimization (ACO) based on Time-of-Use (TOU) and Inclining Block Rates (IBR) to decrease residential energy usage, successfully lowering peak load, peak-to-average ratio (PAR), and energy expenditures without affecting customer satisfaction.

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