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BIBLIOGRAPHY



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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

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