Digital intelligence for collaborative ENergy management in Manufacturing

Project Information

DENiM

Grant agreement ID: 958339

DOI

10.3030/958339

Project closed

EC signature date 7 August 2020

Start date 1 November 2020

End date 31 October 2024

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Advanced manufacturing and processing

Total cost

€ 11 007 262,30

EU contribution

€ 9 685 107,99

Coordinated by

MUNSTER TECHNOLOGICAL UNIVERSITY
Ireland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (22)

SDK Supporting Integration with Digitisation Framework

SDK supporting integration with DEMiM digitisation framework.

Intermediate Dissemination and Communication Report

Interim dissemination and communications report.

Report on Digital Skills Training and Up-skilling

Report on Digital Skills Training and Up-skilling.

Updated Legal and Ethical Guidelines and FAQ and Final EELAB Report

Updated legal and ethical guidelines and associated FAQ along with final EELAB report.

Target Driven Dissemination Plan and Communication Material

Dissemination plan and communication material with relevant targets identified

DENiM Platform First Integrated prototype (P1)

The first DENiM Platform integrated prototype (P1)

Model Selection and Reduction Methodology

DENiM model selection and reduction strategy to support energy optimization and life cycle assessment.

Project Evaluation and Impact Analysis

Project evaluation and impact Analysis for DENiM as a whole.

Key Performance Indicators for Environmental, Economic and Social Assessment

Key performance indicators for environmental economic and social assessment to be used as part of DENiM pilot evaluation

Final Energy Certification and Standardisation Report

Final energy certification and standardisation report in relation to sustainable manufacturing.

Full Integrated Prototype for Pilot Case Scenarios (P2)

Fully integrated DENiM prototype for deployment at the pilot sites (P2).

Best Practices for Energy Efficient Management of Manufacturing Systems

Best practices guidelines for energy efficient management of manufacturing systems.

Report on Digital Twin for Energy Efficiency

The role of digital twin for energy efficiency.

First EELAB Report and Legal and Ethical Guidelines and FAQ

The first report for the EELAB outlining the DENiM legal and ethical guidelines along with FAQ reference guide.

Energy Certification and Standardisation Report

Energy certification approaches and relevant standards for energy auditing.

Final Dissemination and Communication Report

Final DENiM dissemination and communications report.

DENiM Architecture Specification and Semantic Models

DENiM architecture specification and related semantic models

Guidelines and Tools for Secure Data Integration

Guidelines and tools for secure data integration as part of the overall DENiM digital platform.

Report on Composite Digital Twins for Energy Efficiency in Manufacturing Processes

Composite digital twins for energy efficiency as it relates to manufacturing processes.

Current Best Practices, Stakeholder Analysis and Pilot Scenarios for Energy Efficient Manufacturing Systems

Present status quo with respect to best practices for energy efficient manufacturing systems along with a stakeholder analysis and pilot scenarios

DENiM Digital Assessment Tool and Methodology

DENiM digital assessment tool and methodology in relation to digital readiness of relevant pilot sites

Legal and Ethical Analysis for DENIM

Legal and ethical analysis for the DENIM project as a whole

Open Research Data Pilot (1)

Data Management Plan

Data management plan for project

Publications

Peer reviewed articles (16)

The worker profiler: Assessing the digital skill gaps for enhancing energy efficiency in manufacturing

Author(s): Fareri, Silvia; Apreda, Riccardo; Mulas, Valentina; Alonso, Ruben
Published in: Technological Forecasting & Social Change, Issue 196, 2023, ISSN 1873-5509
Publisher: Elsevier
DOI: 10.1016/j.techfore.2023.122844

La régulation de la modération des contenus en ligne, une affaire de droits humains ?

Author(s): Alejandra Michel
Published in: Revue trimestrielle des droits de l'homme, Issue 133, 2023, Page(s) 35-65, ISSN 0777-3579
Publisher: Anthemis

Data Protection in European Law. Chronicle of case law (2021)

Author(s): J. HERVEG & J.-M. VAN GYSEGHEM
Published in: European Journal of Human Rights, Issue 1, 2021, Page(s) 52-128, ISSN 2294-9313
Publisher: Bruylant

L'intelligence artificielle: Proposition de règlement du Parlement européen et du Conseil établissant des règles harmonisées concernant l’intelligence artificielle (législation sur l’intelligence artificielle) et modifiant certains actes législatifs de l’Union

Author(s): Lognoul Michael
Published in: Revue du Droit des Technologies de l'information, Issue 92-93, 2024, Page(s) 168-170, ISSN 1374-4305
Publisher: Larcier

Wind Turbine Active Fault Tolerant Control Based on Backstepping Active Disturbance Rejection Control and a Neurofuzzy Detector

Author(s): hicaiza, W. D., Escaño, J. M., Kacimi, A., Martínez-Ramos, J. L., & Denai, M.
Published in: Energies, Issue 16(14), 2023, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en16145455

La Directive (UE) 2019/1024 et la réutilisation des informations du secteur public : un pas de plus vers un espace européen commun des données

Author(s): Manon Knockaert, Alejandra Michel
Published in: RTDEur, Issue 1, 2023, Page(s) 71-95, ISSN 2106-7392
Publisher: Dalloz

Data Protection in European Law. Chronicle of case law (2020)

Author(s): J. HERVEG & J.-M. VAN GYSEGHEM
Published in: European Journal of Human Rights, 2021, Page(s) 52-128, ISSN 2294-9313
Publisher: Bruyland

A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks

Author(s): Masero, E.; Fletscher, L.A.; Maestre, J.M.
Published in: Energies, Issue 13(24):6546, 2020, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en13246546

A renewable energy optimisation approach with production planning for a real industrial process: An application of genetic algorithms

Author(s): Javier Gómez; William D. Chicaiza; Juan M. Escaño; Carlos Bordons
Published in: Renewable Energy, Issue 215, 2023, ISSN 1879-0682
Publisher: N/A
DOI: 10.1016/j.renene.2023.118933

Optimal management of a hybrid and isolated microgrid in a random setting

Author(s): Salvatore Vergine, César Álvarez-Arroyo, Guglielmo D’Amico, Juan Manuel Escaño, Lázaro Alvarado-Barrios
Published in: Energy Reports, Issue 8, 2022, Page(s) 9402-9419, ISSN 2352-4847
Publisher: N/A
DOI: 10.1016/j.egyr.2022.07.044

Digital twin of an absorption chiller for solar cooling

Author(s): Diogo Ortiz Machado; William D. Chicaiza; Juan M. Escaño; Antonio J. Gallego; Gustavo A. de Andrade; Julio E. Normey-Rico; Carlos Bordons; Eduardo F. Camacho
Published in: Renewable Energy, Issue 208, 2023, ISSN 1879-0682
Publisher: Elsevier
DOI: 10.1016/j.renene.2023.03.048

Design of a Lifecycle-Oriented Environmental and Economic Indicators Framework for the Mechanical Manufacturing Industry

Author(s): Barni, A.; Capuzzimati, C.; Fontana, A.; Pirotta, M.; Hänninen, S.; Räikkönen, M.; Uusitalo, T.
Published in: Sustainability, Issue 14(5):2602, 2022, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su14052602

Les plateformes: règlement (UE) 2022/2065 sur les services numériques (règlement sur les services numériques – « Digital services Act »)

Author(s): Michèle Ledger, Alejandra Michel
Published in: Revue du Droit des Technologies de l'information, Issue 92-93, 2024, Page(s) 124-146, ISSN 1374-4305
Publisher: Larcier

Updating digital twins: Methodology for data accuracy quality control using machine learning techniques

Author(s): Fabio Rodríguez; William D. Chicaiza; Adolfo Sánchez; Juan M. Escaño
Published in: Computers in Industry, Issue 151, 2023, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2023.103958

Nonlinear model predictive control for thermal balance in solar trough plants

Author(s): Antonio J. Gallego, Adolfo J. Sánchez, J.M. Escaño, Eduardo F. Camacho
Published in: European Journal of Control, Issue 67, 2022, ISSN 1435-5671
Publisher: N/A
DOI: 10.1016/j.ejcon.2022.100717

Digital twin of a Fresnel solar collector for solar cooling

Author(s): Diogo Ortiz Machado; William D. Chicaiza; Juan M. Escaño; Antonio J. Gallego; Gustavo A. de Andrade; Julio E. Normey-Rico; Carlos Bordons; Eduardo F. Camacho
Published in: Applied Energy, Issue 339, 2023, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2023.120944

Conference proceedings (11)

An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms

Author(s): Francesco Sovrano, Michaël Lognoul, Alberto Bacchelli
Published in: Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, 2024, Page(s) 46-56
Publisher: ACM
DOI: 10.1145/3639475.3640112

Deteccion de ataques de inyeccion de datos falsos en turbinas eolicas mediante sistemas neuro-borrosos

Author(s): Chicaiza, W. D., Dorado, F., Rodrıguez, F., Gomez, J., Escano, J.M.
Published in: XVII SIMPOSIO CEA DE CONTROL INTELIGENTE, 2022, Page(s) 66-76, ISBN 978-84-18490-65-1
Publisher: N/A
DOI: 10.18002/simceaci

Economic and Environmental Indicators for Assessing Energy Efficiency Improvements in the Smart Manufacturing Processes

Author(s): Räikkönen, Minna; Uusitalo, Teuvo; Hänninen, Saara; Barni, Andrea; Capuzzimati, Claudio; Fontana, Alessandro; Pirotta, Marco
Published in: 16th World Congress on Engineering Asset Management, WCEAM 2022, 2023, Page(s) 602–611, ISBN 978-3-031-25448-2
Publisher: Springer
DOI: 10.1007/978-3-031-25448-2_56

Development of a digital twin: evaluation of industrial software and methodology

Author(s): González, Pablo; Gómez, Javier; Gómez-Jiménez, Juan; Parra, John Kevin; Escaño, Juan Manuel
Published in: Proceedings of the XLIV Jornadas de Automática, 2023, Page(s) 150-155
Publisher: N/A
DOI: 10.17979/spudc.9788497498609.150

Digital twin interfacing of flexible manufacturing cell with PLC for automatic parameter learning

Author(s): Torres Alejandro, Gómez Javier, Escaño Juan Manuel
Published in: XLIII Jornadas de Automática, 2022, Page(s) 241-247, ISBN 978-84-9749-841-8
Publisher: N/A
DOI: 10.17979/spudc.9788497498418.0241

Deteccion de fallos en datos para la decision de accion deaprendizaje de gemelos digitales de sistemas de energıa

Author(s): William Chicaizaa, Fabio Rodrıguezb, Adolfo J. Sanchez, Juan M. Escano
Published in: XVI SIMPOSIO CEA DE CONTROL INTELIGENTE, 2021, Page(s) 55-59, ISBN 978-84-09-36817-4
Publisher: N/A

MPC with fuzzy modelling for energy management in a manufacturing plant

Author(s): Gómez, J., Chicaiza, W. D., Escaño, J. M., Bordons, C.
Published in: XLIV Jornadas de Automática,, 2023, Page(s) 156-161
Publisher: N/A
DOI: 10.17979/spudc.9788497498609.156

Neuro-Fuzzy Digital Twin of a High Temperature Generator

Author(s): William Chicaiza, Diogo Ortiz Machado, Antonio Javier Gallego, Juan Manuel Escaño, Carlos Bordons, Gustavo Artur de Andrade, Julio Elias Normey-Rico
Published in: IFAC-PapersOnLine, Issue 55(9), 2022, Page(s) 466-471, ISSN 2405-8963
Publisher: N/A
DOI: 10.1016/j.ifacol.2022.07.081

Development of digital twin box feeder and integration in virtual reality enviroment

Author(s): Miguel Ángel Ridao-Olivar, Javier Gómez, Fernando Castaño, Juan Manuel Escaño
Published in: XLIII Jornadas de Automática, 2022, Page(s) 591-598
Publisher: N/A
DOI: 10.17979/spudc.9788497498418.0591

Data Fault Detection for Digital Twin Learning Action Decision of a Wind Turbine

Author(s): William Chicaiza, Fabio Rodríguez, Adolfo J. Sánchez, Juan M. Escaño
Published in: Innovation and Lecture Notes in Control Engineering for Ocean Energy, 2021, Page(s) 65-70
Publisher: N/A

Neuro-fuzzy Modelling of a Linear Fresnel-type Solar collector System as A Digital Twin

Author(s): William D. Chicaiza, Adolfo J. Sánchez, Antonio J. Gallego, Juan M. Escaño
Published in: Joint Proceedings of the 19th World Congress of the International Fuzzy Systems Association (IFSA), 2021, ISSN 2589-6644
Publisher: Springer Nature

Other (3)

The Energy Worker Profiler from Technologies to Skills to Realize Energy Efficiency in Manufacturing

Author(s): Fareri, Silvia; Apreda, Riccardo; Mulas, Valentina; Alonso, Ruben
Published in: Computer Science - Computation and Language, 2023
Publisher: Cornell University
DOI: 10.48550/arxiv.2301.09445

L’utilisation d’outils de machine learning à des fins de sécurité publique: une interdiction de principe en droit européen ?

Author(s): Yves Poullet, Michael Lognoul
Published in: Bulletins de l'AFIA (association française pour l'intelligence artificielle), Issue 120, 2023, Page(s) 89-95
Publisher: association française pour l'intelligence artificielle

Pathways to Energy Efficient Manufacturing through Digitisation

Author(s): Alan McGibney, Francisco Morentin Gutierrez, Andrea Ballarino, Mark Power, Andrea Barni, Ender Yalcinkaya, Nilay Yalcinkaya Yoruk, Ayse Guventurk, Kubra Yurduseven, and Susan Rea
Published in: White Paper (H2020 DT-FOF-09-2020 Project Working Group) 2023, 2023
Publisher: H2020 DT-FOF-09-2020 Project Working Group

Book chapters (3)

Le cadre européen de l’information environnementale : à la croisée des enjeux démocratiques, sociétaux et économique

Author(s): Manon Knockaert, Alejandra Michel
Published in: Numérique et développement durable : obstacles et opportunités pour le droit – de la transition numérique à la transition écologique, Issue 54, 2023, Page(s) 369-404, ISBN 978-2-8079-4080-2
Publisher: Larcier

Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis

Author(s): Francesco Sovrano, Michael Lognoul, Giulia Vilone
Published in: Frontiers in Artificial Intelligence and Applications, ECAI 2024, 2024
Publisher: IOS Press
DOI: 10.3233/faia240568

On the Explainability of Financial Robo-Advice Systems

Author(s): Giulia Vilone, Francesco Sovrano, Michaël Lognoul
Published in: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024, Page(s) 219-242
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63803-9_12