Scheduling Optimization of Smart Homes Based on Demand Response

Abstract : Demand response can potentially lead to economic and environmental advantages, but non-coordinated scheduling and operation of controllable devices in a set of smart homes will make peak rebounds at periods with lower electricity prices happen, which may damage the power grid, cause unforeseen disasters, and reduce the global profit. In this work, we advocate the use of a metaheuristic algorithm based on Cooperative Particle Swarm Optimization to optimize scheduling and operation of time-shiftable and power-shiftable devices in a set of smart homes of a district. By employing this method, user comfort is guaranteed, electricity cost is reduced and total load on the main grid is flattened so that the global energy efficiency is improved.
Type de document :
Communication dans un congrès
Richard Chbeir; Yannis Manolopoulos; Ilias Maglogiannis; Reda Alhajj. 11th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2015), Sep 2015, Bayonne, France. IFIP Advances in Information and Communication Technology, AICT-458, pp.223-236, 2015, Artificial Intelligence Applications and Innovations. 〈10.1007/978-3-319-23868-5_16〉
Liste complète des métadonnées

Littérature citée [16 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01385358
Contributeur : Hal Ifip <>
Soumis le : vendredi 21 octobre 2016 - 11:41:27
Dernière modification le : vendredi 1 décembre 2017 - 01:16:44

Fichier

978-3-319-23868-5_16_Chapter.p...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Jiawei Zhu, Fabrice Lauri, Abderrafiaa Koukam, Vincent Hilaire. Scheduling Optimization of Smart Homes Based on Demand Response. Richard Chbeir; Yannis Manolopoulos; Ilias Maglogiannis; Reda Alhajj. 11th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2015), Sep 2015, Bayonne, France. IFIP Advances in Information and Communication Technology, AICT-458, pp.223-236, 2015, Artificial Intelligence Applications and Innovations. 〈10.1007/978-3-319-23868-5_16〉. 〈hal-01385358〉

Partager

Métriques

Consultations de la notice

93

Téléchargements de fichiers

7