A Fuzzy Logic Controller for Demand Side Management in Smart Grids

Sara Atef, Amr Eltawil

2019

Abstract

Smart Grid Demand Side Management is the effective way for energy providers to encourage their customers on reducing their consumption during peak loads through several Demand Response programs. In this paper, An Artificial Intelligence approach based on a Fuzzy Logic control system is proposed for the home appliance scheduling problem. This is typically used in Home Energy Management Systems for the control of Heating, Ventilation, and Air Conditioning Systems (HVAC). The simulation results demonstrate the capability of the proposed model to manage and control of HVAC systems in a smarter way than traditional techniques. Furthermore, a reduction of 18.33% in total hourly energy consumption has been obtained after introducing a new parameter among the fuzzy input variables.

Paper Citation

in Harvard Style

Atef S. and Eltawil A. (2019). A Fuzzy Logic Controller for Demand Side Management in Smart Grids.In Proceedings of the 8th International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES, ISBN 978-989-758-352-0, pages 221-228. DOI: 10.5220/0007297202210228

in Bibtex Style

@conference{icores19,
author={Sara Atef and Amr Eltawil},
title={A Fuzzy Logic Controller for Demand Side Management in Smart Grids},
booktitle={Proceedings of the 8th International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES,},
year={2019},
pages={221-228},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007297202210228},
isbn={978-989-758-352-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Operations Research and Enterprise Systems - Volume 1: ICORES,
TI - A Fuzzy Logic Controller for Demand Side Management in Smart Grids
SN - 978-989-758-352-0
AU - Atef S.
AU - Eltawil A.
PY - 2019
SP - 221
EP - 228
DO - 10.5220/0007297202210228