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Ant Colony Optimization

Also known as: ACO

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A comprehensive overview on demand side energy management ... link.springer.com Springer Mar 13, 2023 10 facts
claimRahim et al. (2016b) proposed an energy management effort using Binary Particle Swarm Optimization (BPSO), Ant Colony Optimization (ACO), and Genetic Algorithm (GA) to lower power prices and the peak-to-average ratio (PAR) while incorporating renewable energy sources and storage systems.
referenceRahim S et al. (2016) developed an ant colony optimization-based energy management controller for smart grids.
referenceJaiswal and Aggarwal (2011) published a paper on ant colony optimization in the International Journal of Science and Engineering Research.
claimRahim 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.
referenceRahim et al. (2016b) proposed an energy management effort using binary particle swarm optimization (BPSO), ant colony optimization (ACO), and genetic algorithm (GA) to lower power prices and the peak-to-average ratio (PAR) while accounting for renewable energy sources (RESs) and storage systems.
claimRahim 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.
referenceRahim et al. (2016) developed an energy management controller for smart grids based on ant colony optimization.
referenceChokpanyasuwan C, Bunnag T, and Prommas R (2015) published 'Ant colony optimization for load management based on load shifting in the textile industry' in the American Journal of Applied Sciences, volume 12, issue 2, page 142.
referenceJaiswal U and Aggarwal S published 'Ant colony optimization' in 2011 in the International Journal of Science and Engineering Research, volume 2, issue 7, pages 1–7.
claimIn the context of energy management optimization, ACO stands for Ant colony optimization.