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• W2172966071 abstract "In this paper, we propose mathematical optimization models of household energy units to optimally control the major residential energy loads while preserving the user preferences. User comfort is modelled in a simple way, which considers appliance class, user preferences and weather conditions. The wind-driven optimization (WDO) algorithm with the objective function of comfort maximization along with minimum electricity cost is defined and implemented. On the other hand, for maximum electricity bill and peak reduction, min-max regret-based knapsack problem (K-WDO) algorithm is used. To validate the effectiveness of the proposed algorithms, extensive simulations are conducted for several scenarios. The simulations show that the proposed algorithms provide with the best optimal results with a fast convergence rate, as compared to the existing techniques." @default.
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• W2172966071 date "2015-11-12" @default.
• W2172966071 modified "2023-10-18" @default.
• W2172966071 title "An Efficient Power Scheduling Scheme for Residential Load Management in Smart Homes" @default.
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• W2172966071 doi "https://doi.org/10.3390/app5041134" @default.
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