Modeling and Simulation of MAS-based Management System for Smart Grid with Smart Homes

Chen Miao, Tai Nengling, Ji Kang

2015

Abstract

Traditional power system is undergoing revolutionary changes. Concepts like Smart Grid and Smart Home have come into practice due to high penetration of distributed generation and advanced information technologies. This paper incorporates Smart Home and Smart Grid. It focuses on a community where houses are equipped with photovoltaic panels, energy storage system and smart appliances. A new management system is proposed based on multi-agent technology. Agents are designed to be intelligence, autonomous and with high plug-and-play capability. System control architecture has three levels corresponding to management of devices, houses and community. A two-level operation optimization scheme is proposed, in which operation optimization problem is decomposed into five constrained multi-objective problems, mutual supply mechanism is deployed to efficiently coordinate Smart Homes and NSGA-II is introduced to obtain Pareto-optimal solutions. Simulation results validate the effectiveness of proposed management system.

Paper Citation

in Harvard Style

Miao C., Nengling T. and Kang J. (2015). Modeling and Simulation of MAS-based Management System for Smart Grid with Smart Homes . In Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-120-5, pages 401-408. DOI: 10.5220/0005509204010408

in Bibtex Style

@conference{simultech15,
author={Chen Miao and Tai Nengling and Ji Kang},
title={Modeling and Simulation of MAS-based Management System for Smart Grid with Smart Homes},
booktitle={Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2015},
pages={401-408},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005509204010408},
isbn={978-989-758-120-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Modeling and Simulation of MAS-based Management System for Smart Grid with Smart Homes
SN - 978-989-758-120-5
AU - Miao C.
AU - Nengling T.
AU - Kang J.
PY - 2015
SP - 401
EP - 408
DO - 10.5220/0005509204010408