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Artificial Intelligence for Next Generation Energy

Deliverables

Specifications of the I-NERGY - AI4EU Cross-Fertilisation, Synergies and Alignment

D2.4 will include the specifications of I-NERGY - AI4EU cross-fertilisation, synergies and alignment.

I-NERGY Models, ΑΙ methods and Tools (1st technology release)

The deliverable will include the design and delivery of all modules of the ML Models Layer (first version).

I-NERGY Energy Analytics Applications (1st technology release)

The deliverable will include the design and delivery of all modules of the Application Layer and the respective AI Energy Analytics Services first version

I-NERGY Community Portal

The Portal will offer a common repository to find documents and information related to INERGY project and social communication tools

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Publications

Exploiting RES for Hydrogen mobility: a new scenario for the company's fleet management

Author(s): Marco Antonio Bucarelli; Federico Carere; Tommaso Bragatto; Francesca Santori
Published in: 1, 2021, ISBN 978-1-6654-3290-0
Publisher: IEEE
DOI: 10.1109/IREC52758.2021.9624830

An end-to-end approach for scalable real time Anomaly detection in smart buildings

Author(s): Evangelos Karakolis; Konstantinos Alexakis; Panagiotis Kapsalis; Spiros Mouzakitis; John Psarras
Published in: 1, 2022
Publisher: 13th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA)
DOI: 10.5281/zenodo.6866446

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance

Author(s): Sotiris Pelekis; Evangelos Karakolis; Francisco Silva; Vasileios Schoinas; Spiros Mouzakitis; Georgios Kormpakis; Nuno Amaro; John Psarras
Published in: 1, 2022
Publisher: 13th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA)
DOI: 10.5281/zenodo.6866505

Artificial Intelligence for Next Generation Energy Services Across Europe - The I-NERGY Project

Author(s): Evangelos Karakolis; Sotiris Pelekis; Spiros Mouzakitis; Ourania Markaki; Aikaterini Papapostolou; Giorgos Korbakis; John Psarras
Published in: 1, 2022, Page(s) 61-68, ISBN 978-989-8704-38-2
Publisher: IADIS International Conference e-Society 2022 (e-Society 2022)
DOI: 10.5281/zenodo.6811482

Comparative Assessment of Shifted Frequency Modeling in Transient Stability Analysis using the Open Source Simulator DPsim

Author(s): Ghassen Nakti, Jan Dinkelbach, Markus Mirz, Antonello Monti
Published in: 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), 2022, ISBN 978-1-6654-1008-3
Publisher: IEEE
DOI: 10.1109/osmses54027.2022.9769135

I-NERGY: Delivering the next-generation Artificial Intelligence services for the Energy Sector

Author(s): Georgios Lampropoulos; Sotiris Pelekis; Vagelis Karakolis; Gerasimos Anastasatos; Georgios Kormpakis; Ioannis Tsapelas; Spyridon Mouzakitis; Vangelis Marinakis; John Psarras
Published in: 1, 2021
Publisher: 31st European Conference on Operational Research (EURO 2021)
DOI: 10.5281/zenodo.6811619