عنوان انگلیسی مقاله:
From big data to smart energy services: An application for intelligent energy management
ترجمه فارسی عنوان مقاله:
از داده های بزرگ به سرویس های هوشمند انرژی: یک برنامه کاربردی برای مدیریت انرژی هوشمند
Sciencedirect - Elsevier - Future Generation Computer Systems, Accepted manuscript: doi:10:1016/j:future:2018:04:062
Vangelis Marinakis, Haris Doukas, John Tsapelas, Spyros Mouzakitis, Álvaro Sicilia, Leandro Madrazo, Sgouris Sgouridis
Big data is an ascendant technological concepts and includes smart energy services, such as intelligent
energy management, energy consumption prediction and exploitation of Internet of Things (IoT) solutions.
As a result, big data technologies will have a significant impact in the energy sector. This paper proposes a
high level architecture of a big data platform that can support the creation, development, maintenance and
exploitation of smart energy services through the utilisation of cross-domain data. The proposed platform
enables the simplification of the procedure followed for the information gathering by multiple sources,
turning into actionable recommendations and meaningful operational insights for city authorities and local
administrations, energy managers and consultants, energy service companies, utilities and energy providers.
Α web-based Decision Support System (DSS) has been developed according to the proposed architecture,
exploiting multi-sourced data within a smart city context towards the creation of energy management action
plans. The pilot application of the developed DSS in three European cities is presented and discussed. This
“data-driven” DSS can support energy managers and city authorities for managing their building facilities’
Keywords: Big Data; Decision Support System; Energy Services; Intelligent Management; Smart Cities.