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A Heuristic-Based Appliance Scheduling Scheme for Smart Homes

Research output: Contribution to journalJournal article

Published
  • Anish Jindal
  • Bharat Singh Bhambu
  • Mukesh Singh
  • Neeraj Kumar
  • Sagar Naik
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<mark>Journal publication date</mark>31/05/2020
<mark>Journal</mark>IEEE Transactions on Industrial Informatics
Issue number5
Volume16
Number of pages14
Pages (from-to)3242-3255
Publication statusPublished
Early online date23/04/19
Original languageEnglish

Abstract

The ever-growing demand for electricity in the residential sector results in creating a severe burden on electric grids. However, with the emergence of smart homes (SHs) and smart grids (SGs), this burden can be reduced to some extent. To address this issue, we propose an energy management system in this paper which manages the power requirements of SHs automatically according to the utility constraints and user priorities. The proposed system is based on a heuristic technique which considers the users priority and power available from the grid as well as distributed energy resources (DERs) for scheduling of appliances. It works by dividing the appliance scheduling problem in an SH into sub-problems for different time-slots. Results show that the proposed scheme efficiently manages the load demand of the SH with respect to power available from the utility, battery energy storage system, and user preferences.

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©2020 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.