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Authors: Mohammed Hijjo and Georg Frey

Affiliation: Chair of Automation and Energy Systems, Saarland University, 66123 Saarbrücken and Germany

Keyword(s): Load Scheduling, Smart Loads, Metaheuristic Optimization.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Formal Methods ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Planning and Scheduling ; Simulation and Modeling ; Symbolic Systems

Abstract: Load scheduling is one of the most promising trends in smart grids. It enables renewable energy to be efficiently utilized and accommodated in the smart buildings. In this work, we propose a comprehensive scheduling approach of a group of non-preemptive loads in a ‘greedy’ manner in order to reduce the deficit between the aggregate scheduled load and the available low-cost generation and therefore, the levelized cost of energy (LCoE) can be minimized. In order to reduce the massive searching space and attain a good schedule within a reasonable time, an efficient metaheuristic optimization framework is proposed and implemented based on genetic algorithms. An illustrative example is used to carry out this work using artificially created loads representing different facilities inside a building complex.

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Paper citation in several formats:
Hijjo, M. and Frey, G. (2018). Scheduling Smart Loads in Modern Buildings based on Metaheuristic Optimization. In Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-989-758-321-6; ISSN 2184-2809, SciTePress, pages 119-126. DOI: 10.5220/0006846201190126

@conference{icinco18,
author={Mohammed Hijjo. and Georg Frey.},
title={Scheduling Smart Loads in Modern Buildings based on Metaheuristic Optimization},
booktitle={Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2018},
pages={119-126},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006846201190126},
isbn={978-989-758-321-6},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - Scheduling Smart Loads in Modern Buildings based on Metaheuristic Optimization
SN - 978-989-758-321-6
IS - 2184-2809
AU - Hijjo, M.
AU - Frey, G.
PY - 2018
SP - 119
EP - 126
DO - 10.5220/0006846201190126
PB - SciTePress

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