loading
Papers

Research.Publish.Connect.

Paper

Authors: Muhammad Arshad ; Syed Hasnain and Naveed Arshad

Affiliation: Department of Computer science, Lahore University of Management Sciences, Sector U, DHA, Lahore and Pakistan

ISBN: 978-989-758-373-5

Keyword(s): Demand Side Management, Hierarchical Clustering, Quota Allocation, Machine Learning.

Abstract: Shortfall can occur at irregular times in an electric grid that has high a concentration of intermittent renewable energy sources. Many methods are being studied, proposed and used to change the demand in order to match the supply with the most common being Load Curtailment. New DSM techniques have evolved as a result of advancements in AMI technologies. The goal is to minimize the difference between supply and demand at the time of shortfall. Our proposed algorithm selects consumers and limits their energy consumption by profiling the commercial sites based on their historical consumption behaviour. Then, to save the required amount of energy, the sites with peak consumption levels with respect to their own daily usage are targeted. Thus, it harnesses the maximum potential of electricity deduction from a site while minimizing its effects on the residents.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.85.245.126

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Arshad, M.; Hasnain, S. and Arshad, N. (2019). A Novel Demand Side Management (DSM) Technique for Electric Grids with High Renewable Energy Mix using Hierarchical Clustering of Loads.In Proceedings of the 8th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS, ISBN 978-989-758-373-5, pages 137-142. DOI: 10.5220/0007721501370142

@conference{smartgreens19,
author={Arshad, M. and Syed Hasnain. and Naveed Arshad.},
title={A Novel Demand Side Management (DSM) Technique for Electric Grids with High Renewable Energy Mix using Hierarchical Clustering of Loads},
booktitle={Proceedings of the 8th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS,},
year={2019},
pages={137-142},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007721501370142},
isbn={978-989-758-373-5},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS,
TI - A Novel Demand Side Management (DSM) Technique for Electric Grids with High Renewable Energy Mix using Hierarchical Clustering of Loads
SN - 978-989-758-373-5
AU - Arshad, M.
AU - Hasnain, S.
AU - Arshad, N.
PY - 2019
SP - 137
EP - 142
DO - 10.5220/0007721501370142

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.