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A Big Data Platform for the Smart Monitoring of Local Energy Communities

Authors

Gagliardelli, Luca; Zecchini, Luca; Beneventano, Domenico; Simonini, Giovanni; Bergamaschi, Sonia; Orsini, Mirko; Magnotta, Luca; Mescoli, Emma; Livaldi, Andrea; Gessa, Nicola; De Sabbata, Piero; D’Agosta, Gianluca; Paolucci, Fabrizio; Moretti, Fabio Year 2022

Pubblication type

Paper International Conference with referee

Abstract

In this paper we present the Energy Community Data Platform (ECDP), a middleware platform designed to support the
collection and the analysis of big data about the energy consumption inside local energy communities, with the aim of
encouraging a more conscious use of energy by the users. The big data platform, commissioned by ENEA, acquires data of
different nature (e.g., describing the measurement of the energy consumption and production, weather conditions, etc.) in a
heterogeneous format from multiple sources. We describe the architecture of ECDP, designed to support a Data Integration
Workflow and a Data Lake Workflow, conceived for different uses of the data, motivating our technological choices. Then, we
illustrate several dataflows reflecting real-world use cases, which highlight the advantages offered by the designed architecture
for different types of users. The main strengths of the presented big data platform are flexibility and scalability (guaranteed
by its modular architecture), which allow its applicability to any type of local energy community.

Reference

A Big Data Platform for the Smart Monitoring of Local Energy Communities / Gagliardelli, Luca; Zecchini, Luca; Beneventano, Domenico; Simonini, Giovanni; Bergamaschi, Sonia; Orsini, Mirko; Magnotta, Luca; Mescoli, Emma; Livaldi, Andrea; Gessa, Nicola; De Sabbata, Piero; D’Agosta, Gianluca; Paolucci, Fabrizio; Moretti, Fabio. - 3135:(2022). Published in the Workshop Proceedings of the EDBT/ICDT 2022 Joint Conference (March 29-April 1, 2022, Edinburgh, UK)
(Intervento presentato al convegno 1st International Workshop on Data Platform Design, Management, and Optimization tenutosi Online nel 29/03/2022.

Research unit

X-LAB

Keywords

Big Data Integration, Energy Communities, Big Data Platform

LastUpdate

24/10/2022

Related research topics

Code	Topic	Description
3.4.6	Energy communities	Energy communities are an approach that enables citizens and companies in a territory working together to invest in renewables, reduce energy costs and promote virtuous behavior in the use of energy that increase efficiency and improve the production of r
3.6	HPC-Big Data	High Performance computing - big data
3.6.2	data management

impact factor

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