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Erschienen in:
2018 | OriginalPaper | Buchkapitel
A New Meta-heuristic Optimization Algorithm Inspired from Strawberry Plant for Demand Side Management in Smart Grid
verfasst von : Muhammad Sufyan Khan, C. H. Anwar ul Hassan, Hazrat Abubakar Sadiq, Ishtiaq Ali, Asad Rauf, Nadeem Javaid
Erschienen in: Advances in Intelligent Networking and Collaborative Systems
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Abstract
In recent years, different Demand Side Management (DSM) techniques have been proposed to involve users in decision making process of Smart Grid (SG). Power consumption pattern of shiftable home appliances is schedule to achieve desired benefits of high User Comfort (UC) and low energy consumption. In this paper, an Energy Management Controller (EMC) is designed by using two meta-heuristic algorithms: Strawberry Algorithm (SBA) and Enhanced Differential Evolution (EDE). The main objectives are electricity bill minimization, reduction in Peak to Average Ratio (PAR) and maximization of UC. However, there always exist a trade-off between cost minimization and UC maximization. Simulation results verify that, SBA perform better then EDE in terms of cost reduction while EDE perform far better than SBA in terms of UC maximization.