A Holistic Digital Mine 4.0 Ecosystem

Información del proyecto

Mine.io

Identificador del acuerdo de subvención: 101091885

DOI

10.3030/101091885

Proyecto cerrado

Fecha de la firma de la CE 18 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 30 Junio 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 13 886 195,31

Aportación de la UE

€ 11 999 256,00

Coordinado por

GFT ITALIA SRL
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (7)

Mine.io architecture specification - version 2

This deliverable summarizes the results of T2.3. The document presents the final architecture, data flows, and interfaces.

Mine.io Outreach, dissemination, standardisation and communication activities - version 1

Report of communication, dissemination and standardisation activities including their scope, targets and results

Mine.io Communication and dissemination strategy and plan

This report describes the dissemination, communication and standardisation strategy and plan for the Mine.io project including a presentation of the produced channels and materials as well as the respective KPIs for evaluating the effectiveness of the respective project activities.

Mine.io architecture specification - version 1

This deliverable summarizes results of T2.3. The document presents the final architecture, data flows, and interfaces.

Functional and not functional requirements in the digitization of the mining sector - version 1

This live document specifies in detail the procedure for achieving holistic digitalization along with the ability to re-utilise available means from the phases of the Mine.io mining management system. Requirements, socio-technical factors and all modular approaches will be detailed. The Doc will remain open during the duration of the project and updated with all specs

Market shaping, open fair repository, scale-up business models and socio-economic impact - version 1

This report presents the market analysis for the Mine.io results, as well as their competitive market positioning to ensure large-scale deployment and adoption. This task will also report the work in T7.3 Knowledge repository. Details the Mine.io business plan that outlines the exploitation activities and business operations for Mine.io, aiming for theglobal market. The D7.1 is provided with a common version in order to disseminate internal to the project all exploitation targets

Functional and not functional requirements in the digitization of the mining sector - version 2

This live document specifies in detail the procedure for achieving holistic digitalization along with the ability to re-utilise available means from the phases of the Mine.io mining management system. Requirements, socio-technical factors and all modular approaches will be detailed. The Doc will remain open during the duration of the project and updated with all specs

Publicaciones

Peer reviewed articles (26)

IEEE Access

Autores: Abdullah Aziz; Shailesh Singh Chouhan; Olov Schelén; Ulf Bodin
Publicado en: IEEE Access, 2023, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/ACCESS.2023.3340132

Callio lab: an underground and above ground,laboratory—overview and prospects for high energy and applied physics

Autores: Jari Joutsenvaara; Julia Puputti; Marko Holma; Ossi Kotavaara
Publicado en: Frontiers in Sec. High-Energy and Astroparticle Physics, 2024, ISSN 2296-424X
Editor: Frontiers in Sec. High-Energy and Astroparticle Physics
DOI: 10.3389/FPHY.2024.1317659

Degradation Modelling and Prognostics of Rotating Equipment with Automated Machine Learning

Autores: Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Publicado en: Procedia Computer Science, Edición 253, 2025, ISSN 1877-0509
Editor: Elsevier BV
DOI: 10.1016/J.PROCS.2025.01.226

A Metadata-Driven Execution Model for Unified Integration and Management of Heterogeneous IoT Data Sources

Autores: Marios Koniaris, Danae Spentzou, Max Friedemann, Helmut Mischo, John Soldatos, Georgios Kouzas
Publicado en: IoT, Edición 7, 2026, ISSN 2624-831X
Editor: MDPI AG
DOI: 10.3390/IOT7030058

Mineral resources depletion, dissipation and accessibility in LCA: a critical analysis

Autores: Antoine Beylot; Jo Dewulf; Titouan Greffe; Stéphanie Muller; Gian-Andrea Blengini
Publicado en: "International Journal of Life Cycle Assessment, 2024, ⟨10.1007/s11367-023-02278-3⟩", Edición 29, 2024, ISSN 2319-7064
Editor: Springer
DOI: 10.1007/s11367-023-02278-3

Integrating Advanced Technologies for Environmental Valuation in Legacy Mining Sites: The Role of Digital Twins at Lavrion Technological and Cultural Park

Autores: Miguel Ángel Maté-González, Cristina Sáez Blázquez, Sergio Alejandro Camargo Vargas, Fernando Peral Fernández, Daniel Herranz Herranz, Enrique González González, Vasileios Protonotarios, Diego González-Aguilera
Publicado en: Sensors, Edición 25, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S25195941

Gaussian process modelling of an industrial flotation bank

Autores: Johan Lindqvist, Khalid Atta, J. Derik le Roux, Andreas Johansson
Publicado en: Minerals Engineering, Edición 239, 2026, ISSN 0892-6875
Editor: Elsevier BV
DOI: 10.1016/J.MINENG.2026.110086

Void discovery inside Esztramos Hill using muographic methods

Autores: Bence Rábóczki, Gergely Surányi, László Balázs, Gergő Hamar
Publicado en: Scientific Reports, Edición 15, 2025, ISSN 2045-2322
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-18569-8

ReAutoPrognostics: Reliability-driven AutoML pipelines for machinery degradation prognostics

Autores: Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Publicado en: SoftwareX, Edición 35, 2026, ISSN 2352-7110
Editor: Elsevier BV
DOI: 10.1016/J.SOFTX.2026.102769

Ground Penetrating Radar for the Exploration of Complex Mining Contexts

Autores: Cristina Sáez Blázquez, Miguel Ángel Maté-González, Sergio Alejandro Camargo Vargas, Ignacio Martín Nieto, Vasileios Protonotarios, Diego González-Aguilera
Publicado en: Remote Sensing, Edición 17, 2025, ISSN 2072-4292
Editor: MDPI AG
DOI: 10.3390/RS17111911

Scientific Reports

Autores: László Balázs; Gergő Hamar; Ádám Csicsek; Gergely Surányi; Dezső Varga
Publicado en: Scientific Reports, 2025, ISSN 2045-2322
Editor: Scientific Reports
DOI: 10.1038/S41598-025-02510-0

Digitalization in Mining and Mineral Processing – a New Solution for Potential Increasing the Metals Recovery

Autores: Dariusz FOSZCZ, Daniel SARAMAK, Jacek GALAS, Dariusz LITWIN, Damian KRAWCZYKOWSKI, Aldona KRAWCZYKOWSKA, Tomasz GAWENDA, Ewelina KASIŃSKA-PILUT
Publicado en: Inżynieria Mineralna, Edición 1, 2025, ISSN 1640-4920
Editor: Polish Mineral Engineering Society
DOI: 10.29227/IM-2025-01-04

Applied Energy

Autores: Javier Carrasco García, Pedro Carrasco García, Daniel Porras Sanchiz, Ignacio Martín Nieto, Cristina Sáez Blázquez, Pedro Huerta Hurtado
Publicado en: APPLIED ENERGY, 2023, ISSN 0306-2619
Editor: MDPI
DOI: 10.3390/app131910949

Privacy-preserving attribute-based access control using homomorphic encryption

Autores: Malte Kerl; Ulf Bodin; Olov Schelén
Publicado en: Cybersecurity, 2025, ISSN 2523-3246
Editor: Cybersecurity
DOI: 10.1186/S42400-024-00323-8

Aerial Drones for Geophysical Prospection in Mining: A Review

Autores: Dimitris Perikleous, Katerina Margariti, Pantelis Velanas, Cristina Saez Blazquez, Diego Gonzalez-Aguilera
Publicado en: Drones, Edición 9, 2025, ISSN 2504-446X
Editor: MDPI AG
DOI: 10.3390/DRONES9050383

Impact of HPGR operational pressing force and material moisture on energy consumption and crushing product fineness in high-pressure grinding processes

Autores: Daniel Saramak, Katarzyna Leśniak
Publicado en: Energy, Edición 302, 2024, ISSN 0360-5442
Editor: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.131908

Sustainability

Autores: Torchio, Marco Filippo; Lucia, Umberto; Grisolia, Giulia
Publicado en: Sustainability, 2024, ISSN 2071-1050
Editor: Sustainability
DOI: 10.3390/SU16114380

Application of Magnetometer-Equipped Drone for Mineral Exploration in Mining Operations

Autores: Dimitris Perikleous; Katerina Margariti; Pantelis Velanas; Cristina Saez Blazquez; Pedro Carrasco Garcia; Diego Gonzalez-Aguilera
Publicado en: Drones, 2024, ISSN 2504-446X
Editor: Drones
DOI: 10.3390/DRONES9010024

Underground muography measurements by the HUN-REN Wigner Research Centre for Physics

Autores: Gergely Surányi, Dezső Varga, Gergő Hamar, Gábor Nyitrai, László Balázs, Boglárka Stefán, Bence Rábóczki
Publicado en: Journal of Applied Physics, Edición 138, 2025, ISSN 0021-8979
Editor: AIP Publishing
DOI: 10.1063/5.0273449

3-D muographic inversion in the exploration of cavities and low-density fractured zones

Autores: László Balázs; Gábor Nyitrai; Gergely Surányi; Gergő Hamar; Gergely Gábor Barnaföldi; Dezső Varga
Publicado en: Geophysical Journal International, Edición 236, 2023, ISSN 1365-246X
Editor: Royal Astronomical Society
DOI: 10.48550/arxiv.2309.12057

Energy Conversion and Management

Autores: Julián Gonzalez-Ayala, C Sáez Blázquez, S Lagüela, I Martín Nieto
Publicado en: Energy Conversion and Management, 2024, ISSN 0196-8904
Editor: ELSEVIER
DOI: 10.1016/j.enconman.2024.118394

Fusion of image and tabular data for predicting substance concentration in flotation froth

Autores: Dominik Borys, Dariusz Foszcz, Jacek Galas, Ewelina Kasińska-Pilut, Dariusz Litwin, Daniel Saramak, Łukasz Wróbel, Michał Kozielski
Publicado en: Expert Systems with Applications, Edición 327, 2026, ISSN 0957-4174
Editor: Elsevier BV
DOI: 10.1016/J.ESWA.2026.132872

Health state prediction with reinforcement learning for predictive maintenance

Autores: Anastasis Aglogallos, Alexandros Bousdekis, Stefanos Kontos, Gregoris Mentzas
Publicado en: Frontiers in Artificial Intelligence, Edición 8, 2026, ISSN 2624-8212
Editor: Frontiers Media SA
DOI: 10.3389/FRAI.2025.1720140

Energies

Autores: Cristina Sáez Blázquez; Ignacio Martín Nieto; Javier Carrasco; Pedro Carrasco; Daniel Porras; Miguel Ángel Maté-González; Arturo Farfán Martín; Diego González-Aguilera
Publicado en: Energies, 2024, ISSN 1996-1073
Editor: Energies
DOI: 10.3390/EN17081836

Classification of flotation froth images using neural networks with explanations

Autores: Dominik Borys, Michał Kozielski
Publicado en: Procedia Computer Science, Edición 246, 2024, ISSN 1877-0509
Editor: Elsevier BV
DOI: 10.1016/J.PROCS.2024.09.510

Towards the Establishment of Protocols for Defining the Requirements of Different Mining Site Contexts Within the European Project Mine.io

Autores: Cristina Sáez Blázquez, Vasileios Protonotarios, Max Friedemann, Ignacio Martín Nieto, Katerina Margariti, Diego González-Aguilera
Publicado en: Resources, Edición 14, 2025, ISSN 2079-9276
Editor: MDPI AG
DOI: 10.3390/RESOURCES14100163

Book chapters (1)

Application of electric and electromagnetic methods, combined with thermal properties analysis, to the characterization of low and medium enthalpy geothermal resources

Autores: Ignacio Martín Nieto, Cristina Sáez Blázquez, Arturo Farfán Martín, Pedro Carrasco García, Diego González-Aguilera
Publicado en: Boletín Geológico y Minero, 2024, ISSN 2253-6167
Editor: CSIC
DOI: 10.21701/bolgeomin/134.3/003

Conference proceedings (12)

Flotation froth content estimation on the basis of a machine learning process

Autores: Jacek Galas, Dariusz Litwin, Michał Kozielski, Dariusz Foszcz, Daniel Saramak, Stanisław Lenczowski, Ewelina Kasińska-Pilut, Jarosław Prętki
Publicado en: 23rd Slovak-Czech-Polish Optical Conference on Wave and Quantum Aspects of Contemporary Optics, 2025
Editor: SPIE
DOI: 10.1117/12.3055202

Digitizing the Drill Rig: A Step Towards a Smarter Mining Ecosystem

Autores: null null, Max Friedemann
Publicado en: International Conference on Measurement While Drilling Proceedings, 2026
Editor: Deep Foundations Institute
DOI: 10.37308/MWD.030103

Integrating a Drill Rig into the Digital Mine 4.0 Ecosystem

Autores: Max Friedemann, Anna Gustafson,Håkan Schunnesson, Alexandros Bousdekis, Helmut Mischo
Publicado en: MINEXCHANGE 2025 SME Annual Conference & Expo Preprints, Edición 25-048, 2025
Editor: Society for Mining, Metallurgy & Exploration

Optimization of Froth Flotation using Geometrically Constrained Extremum Seeking Control

Autores: Johan Lindqvist, Khalid Atta, Andreas Johansson
Publicado en: 2024 IEEE Conference on Control Technology and Applications (CCTA), 2024
Editor: IEEE
DOI: 10.1109/CCTA60707.2024.10666556

Incremental Autonomous Exploration of Flooded Underground Mines Using Slice-Based Gap Detection and Cage-Deployed AUV

Autores: LIMA Paula
Publicado en: Proceedings of the IEEE OCEANS 2026 Sanya Conference, 2026
Editor: IEEE

Design of MWPC-based muography measurements for geophysical research

Autores: Boglárka Abigél Stefán, László Balázs, Gergő Hamar, Gergely Surányi, Dezső Varga
Publicado en: 2025
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-940

Muography: A novel method of density measurement for mining and surveying

Autores: Bence Rábóczki, Gergely Surányi, Gergő Hamar, László Balázs
Publicado en: 2025
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-983

Challenges, best practices and case examples in muon imaging

Autores: Dezső Varga, Gergely Surányi, Gergő Hamar, Gábor Nyitrai, László Balázs
Publicado en: 2023
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU23-11260

Smart Air in the Underground Mine: Advancing Real-Time Ventilation Monitoring in Humid Underground Mines

Autores: Franziska Günther,Helmut Mischo,Max Friedemann
Publicado en: MINEXCHANGE 2026 SME Annual Conference & Expo Preprints, 2026
Editor: Society for Mining, Metallurgy & Exploration

Stan i perspektywy pozyskiwania i przeróbki rud miedzi w badaniach naukowych na podstawie analizy bibliometryczne

Autores: Daniel Saramak, Dariusz Foszcz
Publicado en: XXXII Konferencja z cyklu Aktualia i perspektywy gospodarki surowcami mineralnymi, 2023, ISBN 978-83-67606-24-0
Editor: Instytut Gospodarki Surowcami Mineralnymi i Energią PAN

Underwater Deployment and Recovery System with the EVA Autonomous Underwater Vehicle

Autores: LIMA Paula
Publicado en: Proceedings of the IEEE OCEANS 2026 Sanya Conference, 2026
Editor: IEEE

Passive seismic resonance monitoring of a tailings dam at the Pyhäsalmi mine, Finland

Autores: Roméo Courbis, Yang Lu, Raul Mollehuara Canales
Publicado en: 2026
Editor: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU26-13994

Monographic books (2)

Conditions of the effectiveness of the screening process for the variable share of fine grains in the feeder and the type of screen

Autores: Tomasz Gawenda, Daniel Saramak
Publicado en: “Kruszywa mineralne, T. 7 / red. nauk. Wojciech Glapa. — Wrocław : Oficyna Wydawnicza Politechniki Wrocławskiej, 2024. — ISBN 978-83-7493-268-4. — S. 43–57. — Bibliogr., Edición ISBN: ISBN 978-83-7493-268-4, 2024
Editor: Ofi cyna Wydawnicza Politechniki Wrocławskiej Wrocław 2024

INNOWACJE W GÓRNICTWIE W ŚWIETLE AKTUALNYCH BADAŃ NAUKOWYCH

Autores: Daniel SARAMAK Dariusz FOSZCZ Damian KRAWCZYKOWSKI Tomasz GAWENDA Aldona KRAWCZYKOWSKA
Publicado en: “Kruszywa mineralne, T. 6 / red. nauk. Wojciech Glapa. — Wrocław : Oficyna Wydawnicza Politechniki Wrocławskiej, 2023, ISBN 978-83-7493-233-2
Editor: Oficyna Wydawnicza Politechniki Wrocławskiej