Semantic Scholar Open Access 2018 156 sitasi

Decentralized Neighborhood Energy Management With Coordinated Smart Home Energy Sharing

B. Celik R. Roche D. Bouquain A. Miraoui

Lihat Sumber DOI

Abstrak

This paper introduces a day-ahead energy management algorithm for the coordination of smart homes with renewable energy sources and energy storage systems in neighborhood areas. The aim of this paper is to establish a day-ahead decentralized coordination method with appliance scheduling and energy sharing (among smart homes) to minimize the electricity bills of consumers under dynamic pricing. The energy sharing algorithm focuses on increasing the utilization of renewable sources by controlling storage units. A multi-agent system is used to model entities (smart homes, aggregator, and utility) as agents and the optimization problem is solved in a decentralized manner by home agents with a genetic algorithm. The performance of the coordination algorithm is evaluated annually with and without considering forecasting errors.

Topik & Kata Kunci

Computer Science

Penulis (4)

B. Celik

R. Roche

D. Bouquain

A. Miraoui

Format Sitasi

APA MLA BibTeX

Celik, B., Roche, R., Bouquain, D., Miraoui, A. (2018). Decentralized Neighborhood Energy Management With Coordinated Smart Home Energy Sharing. https://doi.org/10.1109/TSG.2017.2710358

Akses Cepat

Lihat di Sumber doi.org/10.1109/TSG.2017.2710358

Informasi Jurnal

Tahun Terbit: 2018
Bahasa: en
Total Sitasi: 156×
Sumber Database: Semantic Scholar
DOI: 10.1109/TSG.2017.2710358
Akses: Open Access ✓