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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 negatively impacting customer satisfaction.

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