Title: A fuzzy decision maker to determine optimal starting time of shiftable loads in the smart grids
Authors: İsmail Hakkı Altaş; Recep Çakmak
Addresses: Department of Electrical and Electronics Engineering, Faculty of Engineering, Karadeniz Technical University, Trabzon 61080, Turkey ' Department of Electrical and Electronics Engineering, Faculty of Engineering and Natural Sciences, Gümüşhane University, Gümüşhane 29000, Turkey
Abstract: Smart grid studies have been increased tremendously for past ten years in order to modernise and solve problems of current electrical grids. One of the aim of the smart grids is to react autonomously to the problems in electrical networks by means of artificial intelligence and decision maker. Fuzzy logic-based embedded control systems simulate human thoughts and decision making processes. So, fuzzy logic and fuzzy decision makers can be utilised in smart grids for automated system management. In this paper, a fuzzy decision maker has been proposed to manage time-shiftable loads in residences. The proposed fuzzy decision maker determines optimal starting time of time-shiftable loads in residential areas in order to provide balanced power curve and decrease peak load consumptions by scheduling the loads. Design stage of the proposed fuzzy decision maker have been introduced and presented clearly. Finally, a design example has been given to show the decision results.
Keywords: fuzzy logic; fuzzy decision maker; FDM; demand side management; DSM; load scheduling; smart grids.
International Journal of Reasoning-based Intelligent Systems, 2020 Vol.12 No.3, pp.210 - 216
Received: 06 Nov 2018
Accepted: 30 Apr 2019
Published online: 18 Sep 2020 *