Demand side management for residential areas using hybrid bacterial foraging and bat optimization algorithm: Demand side management using hybrid bacterial foraging and bat optimization algorithm
Citations
34 citations
Cites methods from "Demand side management for resident..."
...Models based on evolutionary algorithms were proposed in References [23,24] to solve an energy-based optimization problem in a residential area....
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...Various applications of heuristic algorithms in green and sustainable energy systems are reviewed in References [15,16]....
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...This study used an already developed probabilistic model based on a beta distribution for the modeling of solar irradiance and PV pattern generation, as reported in References [44,45]....
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...John Holland was the first to develop the basic GA in 1975 [48], and more explanations are given in References [49–51]....
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...DR programs play a significant role in a smart grid operation by scheduling household appliances from away from high-tariff time slots to low-tariff time slots according to time-based electricity tariffs, which are explained in References [9,12]....
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7 citations
Cites background from "Demand side management for resident..."
...The algorithm help in finding the optimal solution for scheduling the appliances [57]....
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6 citations
Cites methods from "Demand side management for resident..."
...In [8], scheduling of HH appliances was done using bio-inspired metaheuristic techniques with the aim of peak-toaverage ratio (PAR) and electricity bill cost minimization....
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References
846 citations
"Demand side management for resident..." refers background in this paper
...Authors have designed a generic design for DSM which uses wide area network (WAN) to combine residential area and smart area domain....
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...Demand response (DR) is a function of DSM [1]....
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...DSM uses different strategies which motivates the consumers to shift their on-peak load to off-peak hours [2]....
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...In this work they have used GA, enhanced differential evolution (EDE), TLBO and have introduced a hybrid technique called enhanced differential teaching learning algorithm (EDTLA) for DSM programs....
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...To achieve both of these, multiple objective function is introduced for DSM....
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310 citations
244 citations
"Demand side management for resident..." refers methods in this paper
...In [10][13], authors have used different techniques, in [10], TLBO and SLF are used and in [13], GA, BPSO and ACO are used....
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...In [12][13], GA is used with other algorithms, both papers have similar objectives....
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...In [13], a home energy management controller is proposed using three heuristic algorithms: GA, BPSO and ant colony optimization (ACO)....
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...In [10][13], authors have used multiple techniques to decrease PAR and electricity cost, however, waiting time has increased in these works....
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224 citations
"Demand side management for resident..." refers background in this paper
...DSM uses different strategies which motivates the consumers to shift their on-peak load to off-peak hours [2]....
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214 citations
"Demand side management for resident..." refers background or methods in this paper
...Power scheduling problem is considered as the optimization problem in [6]....
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...In [4][6], authors have used different techniques MOEA and ILP for reducing the electricity cost and user discomfort....
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