Design and Implementation of an Interoperable Architecture for Integrating Building Legacy Systems into Scalable Energy Management Systems

Author:

Ntafalias Aristotelis,Tsakanikas Sotiris,Skarvelis-Kazakos SpyrosORCID,Papadopoulos Panagiotis,Skarmeta-Gómez Antonio F.ORCID,González-Vidal AuroraORCID,Tomat ValentinaORCID,Ramallo-González Alfonso P.,Marin-Perez RafaelORCID,Vlachou Maria C.ORCID

Abstract

The building sector is responsible for a significant amount of energy consumption and greenhouse gas (GHG) emissions. Thus, the monitoring, control and optimization of energy consumption in buildings will play a critical role in the coming years in improving energy efficiency in the building sector and in reducing greenhouse gas emissions. However, while there are a significant number of studies on how to make buildings smarter and manage energy through smart devices, there is a need for more research on integrating buildings with legacy equipment and systems. It is therefore vital to define mechanisms to improve the use of energy efficiency in existing buildings. This study proposes a new architecture (PHOENIX architecture) for integrating legacy building systems into scalable energy management systems with focus also on user comfort in the concept of interoperability layers. This interoperable and intelligent architecture relies on Artificial Intelligence/Machine Learning (AI/ML) and Internet of Things (IoT) technologies to increase building efficiency, grid flexibility and occupant well-being. To validate the architecture and demonstrate the impact and replication potential of the proposed solution, five demonstration pilots have been utilized across Europe. As a result, by implementing the proposed architecture in the pilot sites, 30 apartments and four commercial buildings with more than 400 devices have been integrated into the architecture and have been communicating successfully. In addition, six Trials were performed in a commercial building and five key performance indicators (KPIs) were measured in order to evaluate the robust operation of the architecture. Work is still ongoing for the trials and the KPIs’ analysis after the implementation of PHOENIX architecture at the rest of the pilot sites.

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Urban Studies

Reference43 articles.

1. Buildings Are the Foundation of Our Energy-Efficient Future. World Economic Forum. 2022.

2. Gonzalez-Gil, P., Marin-Perez, R., Gonzalez-Vidal, A., Ramallo-Gonzalez, A.P., and Skarmeta, A.F. Interoperable and Intelligent Architecture for Smart Buildings. Proceedings of the 5th IEEE International Conference on Smart Internet of Things, SmartIoT 2021.

3. IEEE Standards Coordinating Committee 21 on Fuel Cells, Institute of Electrical and Electronics Engineers, and IEEE-SA Standards Board.. IEEE Guide for Smart Grid Interoperability of Energy Technology and Information Technology Operation with the Electric Power System (EPS), End-Use Applications and Loads, 2011.

4. CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture. 2022.

5. Interoperability of Digital (ICT) Systems in the Energy Sector How to Improve the Interoperability of Digital (ICT) Systems in the Energy Sector. 2022.

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3