Artificial Intelligence for Next Generation Energy

Deliverables

D22 will assess the ethical and legal principles that must be followed by AI systems and develop a set of recommendations for instantiation of such systems in the energy domain

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.

Business and Exploitation Plan

A plan for exploiting each one of the INERGY assets will be specified including exploitation of the asset by individual partners where applicable and joint exploitation notably in cases where the assets will have been produced by more than one partners

I-NERGY Technology Requirements & User Stories

D21 will include the definition of the user stories and specification of the AI value chain functionalities as well as the AI energy analytics services specifications

I-NERGY Pilots Execution Documentation (1st version)

D52 will document the pilots operation and execution consolidating the input of Tasks 5254 and also evaluate the first version of the INERGY technological solutions

I-NERGY Components, Services & Architecture (first version)

D23 will include the architecture diagrams and design documents regarding the platform the components and the tobedeveloped INERGY services while it will also define and describe the API interfaces that will be implemented

Pilot Planning, Preparation, and M&V Plan

D51 will describe the steps and procedures for deployment validation of the AI energy analytics services in the reallife pilot operation demonstrators A Baseline Assessment report for each pilot case will be provided

I-NERGY Pilots Execution Documentation (2nd version)

D53 will document the pilots operation and execution consolidating the input of Tasks 5254 and also evaluate the second version of the INERGY technological solutions

Data Management Plan

This report will outline the Data Management Plan and ensure GDPR Compliance It will be updated when deemed necessary

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

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

Deliverables

Publications

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