A Holistic Digital Mine 4.0 Ecosystem

Informazioni relative al progetto

Mine.io

ID dell’accordo di sovvenzione: 101091885

DOI

10.3030/101091885

Progetto chiuso

Data della firma CE 18 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 30 Giugno 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 13 886 195,31

Contributo UE

€ 11 999 256,00

Coordinato da

GFT ITALIA SRL
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Peer reviewed articles (26)

IEEE Access

Autori: Abdullah Aziz; Shailesh Singh Chouhan; Olov Schelén; Ulf Bodin
Pubblicato in: IEEE Access, 2023, ISSN 2169-3536
Editore: IEEE
DOI: 10.1109/ACCESS.2023.3340132

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

Autori: Jari Joutsenvaara; Julia Puputti; Marko Holma; Ossi Kotavaara
Pubblicato in: Frontiers in Sec. High-Energy and Astroparticle Physics, 2024, ISSN 2296-424X
Editore: 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

Autori: Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Pubblicato in: Procedia Computer Science, Numero 253, 2025, ISSN 1877-0509
Editore: 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

Autori: Marios Koniaris, Danae Spentzou, Max Friedemann, Helmut Mischo, John Soldatos, Georgios Kouzas
Pubblicato in: IoT, Numero 7, 2026, ISSN 2624-831X
Editore: MDPI AG
DOI: 10.3390/IOT7030058

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

Autori: Antoine Beylot; Jo Dewulf; Titouan Greffe; Stéphanie Muller; Gian-Andrea Blengini
Pubblicato in: "International Journal of Life Cycle Assessment, 2024, ⟨10.1007/s11367-023-02278-3⟩", Numero 29, 2024, ISSN 2319-7064
Editore: 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

Autori: 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
Pubblicato in: Sensors, Numero 25, 2025, ISSN 1424-8220
Editore: MDPI AG
DOI: 10.3390/S25195941

Gaussian process modelling of an industrial flotation bank

Autori: Johan Lindqvist, Khalid Atta, J. Derik le Roux, Andreas Johansson
Pubblicato in: Minerals Engineering, Numero 239, 2026, ISSN 0892-6875
Editore: Elsevier BV
DOI: 10.1016/J.MINENG.2026.110086

Void discovery inside Esztramos Hill using muographic methods

Autori: Bence Rábóczki, Gergely Surányi, László Balázs, Gergő Hamar
Pubblicato in: Scientific Reports, Numero 15, 2025, ISSN 2045-2322
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-18569-8

ReAutoPrognostics: Reliability-driven AutoML pipelines for machinery degradation prognostics

Autori: Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Pubblicato in: SoftwareX, Numero 35, 2026, ISSN 2352-7110
Editore: Elsevier BV
DOI: 10.1016/J.SOFTX.2026.102769

Ground Penetrating Radar for the Exploration of Complex Mining Contexts

Autori: Cristina Sáez Blázquez, Miguel Ángel Maté-González, Sergio Alejandro Camargo Vargas, Ignacio Martín Nieto, Vasileios Protonotarios, Diego González-Aguilera
Pubblicato in: Remote Sensing, Numero 17, 2025, ISSN 2072-4292
Editore: MDPI AG
DOI: 10.3390/RS17111911

Scientific Reports

Autori: László Balázs; Gergő Hamar; Ádám Csicsek; Gergely Surányi; Dezső Varga
Pubblicato in: Scientific Reports, 2025, ISSN 2045-2322
Editore: Scientific Reports
DOI: 10.1038/S41598-025-02510-0

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

Autori: Dariusz FOSZCZ, Daniel SARAMAK, Jacek GALAS, Dariusz LITWIN, Damian KRAWCZYKOWSKI, Aldona KRAWCZYKOWSKA, Tomasz GAWENDA, Ewelina KASIŃSKA-PILUT
Pubblicato in: Inżynieria Mineralna, Numero 1, 2025, ISSN 1640-4920
Editore: Polish Mineral Engineering Society
DOI: 10.29227/IM-2025-01-04

Applied Energy

Autori: Javier Carrasco García, Pedro Carrasco García, Daniel Porras Sanchiz, Ignacio Martín Nieto, Cristina Sáez Blázquez, Pedro Huerta Hurtado
Pubblicato in: APPLIED ENERGY, 2023, ISSN 0306-2619
Editore: MDPI
DOI: 10.3390/app131910949

Privacy-preserving attribute-based access control using homomorphic encryption

Autori: Malte Kerl; Ulf Bodin; Olov Schelén
Pubblicato in: Cybersecurity, 2025, ISSN 2523-3246
Editore: Cybersecurity
DOI: 10.1186/S42400-024-00323-8

Aerial Drones for Geophysical Prospection in Mining: A Review

Autori: Dimitris Perikleous, Katerina Margariti, Pantelis Velanas, Cristina Saez Blazquez, Diego Gonzalez-Aguilera
Pubblicato in: Drones, Numero 9, 2025, ISSN 2504-446X
Editore: 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

Autori: Daniel Saramak, Katarzyna Leśniak
Pubblicato in: Energy, Numero 302, 2024, ISSN 0360-5442
Editore: Elsevier BV
DOI: 10.1016/J.ENERGY.2024.131908

Sustainability

Autori: Torchio, Marco Filippo; Lucia, Umberto; Grisolia, Giulia
Pubblicato in: Sustainability, 2024, ISSN 2071-1050
Editore: Sustainability
DOI: 10.3390/SU16114380

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

Autori: Dimitris Perikleous; Katerina Margariti; Pantelis Velanas; Cristina Saez Blazquez; Pedro Carrasco Garcia; Diego Gonzalez-Aguilera
Pubblicato in: Drones, 2024, ISSN 2504-446X
Editore: Drones
DOI: 10.3390/DRONES9010024

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

Autori: Gergely Surányi, Dezső Varga, Gergő Hamar, Gábor Nyitrai, László Balázs, Boglárka Stefán, Bence Rábóczki
Pubblicato in: Journal of Applied Physics, Numero 138, 2025, ISSN 0021-8979
Editore: AIP Publishing
DOI: 10.1063/5.0273449

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

Autori: László Balázs; Gábor Nyitrai; Gergely Surányi; Gergő Hamar; Gergely Gábor Barnaföldi; Dezső Varga
Pubblicato in: Geophysical Journal International, Numero 236, 2023, ISSN 1365-246X
Editore: Royal Astronomical Society
DOI: 10.48550/arxiv.2309.12057

Energy Conversion and Management

Autori: Julián Gonzalez-Ayala, C Sáez Blázquez, S Lagüela, I Martín Nieto
Pubblicato in: Energy Conversion and Management, 2024, ISSN 0196-8904
Editore: ELSEVIER
DOI: 10.1016/j.enconman.2024.118394

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

Autori: Dominik Borys, Dariusz Foszcz, Jacek Galas, Ewelina Kasińska-Pilut, Dariusz Litwin, Daniel Saramak, Łukasz Wróbel, Michał Kozielski
Pubblicato in: Expert Systems with Applications, Numero 327, 2026, ISSN 0957-4174
Editore: Elsevier BV
DOI: 10.1016/J.ESWA.2026.132872

Health state prediction with reinforcement learning for predictive maintenance

Autori: Anastasis Aglogallos, Alexandros Bousdekis, Stefanos Kontos, Gregoris Mentzas
Pubblicato in: Frontiers in Artificial Intelligence, Numero 8, 2026, ISSN 2624-8212
Editore: Frontiers Media SA
DOI: 10.3389/FRAI.2025.1720140

Energies

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

Classification of flotation froth images using neural networks with explanations

Autori: Dominik Borys, Michał Kozielski
Pubblicato in: Procedia Computer Science, Numero 246, 2024, ISSN 1877-0509
Editore: 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

Autori: Cristina Sáez Blázquez, Vasileios Protonotarios, Max Friedemann, Ignacio Martín Nieto, Katerina Margariti, Diego González-Aguilera
Pubblicato in: Resources, Numero 14, 2025, ISSN 2079-9276
Editore: 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

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

Conference proceedings (12)

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

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

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

Autori: null null, Max Friedemann
Pubblicato in: International Conference on Measurement While Drilling Proceedings, 2026
Editore: Deep Foundations Institute
DOI: 10.37308/MWD.030103

Integrating a Drill Rig into the Digital Mine 4.0 Ecosystem

Autori: Max Friedemann, Anna Gustafson,Håkan Schunnesson, Alexandros Bousdekis, Helmut Mischo
Pubblicato in: MINEXCHANGE 2025 SME Annual Conference & Expo Preprints, Numero 25-048, 2025
Editore: Society for Mining, Metallurgy & Exploration

Optimization of Froth Flotation using Geometrically Constrained Extremum Seeking Control

Autori: Johan Lindqvist, Khalid Atta, Andreas Johansson
Pubblicato in: 2024 IEEE Conference on Control Technology and Applications (CCTA), 2024
Editore: IEEE
DOI: 10.1109/CCTA60707.2024.10666556

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

Autori: LIMA Paula
Pubblicato in: Proceedings of the IEEE OCEANS 2026 Sanya Conference, 2026
Editore: IEEE

Design of MWPC-based muography measurements for geophysical research

Autori: Boglárka Abigél Stefán, László Balázs, Gergő Hamar, Gergely Surányi, Dezső Varga
Pubblicato in: 2025
Editore: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-940

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

Autori: Bence Rábóczki, Gergely Surányi, Gergő Hamar, László Balázs
Pubblicato in: 2025
Editore: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU25-983

Challenges, best practices and case examples in muon imaging

Autori: Dezső Varga, Gergely Surányi, Gergő Hamar, Gábor Nyitrai, László Balázs
Pubblicato in: 2023
Editore: Copernicus GmbH
DOI: 10.5194/EGUSPHERE-EGU23-11260

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

Autori: Franziska Günther,Helmut Mischo,Max Friedemann
Pubblicato in: MINEXCHANGE 2026 SME Annual Conference & Expo Preprints, 2026
Editore: Society for Mining, Metallurgy & Exploration

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

Autori: Daniel Saramak, Dariusz Foszcz
Pubblicato in: XXXII Konferencja z cyklu Aktualia i perspektywy gospodarki surowcami mineralnymi, 2023, ISBN 978-83-67606-24-0
Editore: Instytut Gospodarki Surowcami Mineralnymi i Energią PAN

Underwater Deployment and Recovery System with the EVA Autonomous Underwater Vehicle

Autori: LIMA Paula
Pubblicato in: Proceedings of the IEEE OCEANS 2026 Sanya Conference, 2026
Editore: IEEE

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

Autori: Roméo Courbis, Yang Lu, Raul Mollehuara Canales
Pubblicato in: 2026
Editore: 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

Autori: Tomasz Gawenda, Daniel Saramak
Pubblicato in: “Kruszywa mineralne, T. 7 / red. nauk. Wojciech Glapa. — Wrocław : Oficyna Wydawnicza Politechniki Wrocławskiej, 2024. — ISBN 978-83-7493-268-4. — S. 43–57. — Bibliogr., Numero ISBN: ISBN 978-83-7493-268-4, 2024
Editore: Ofi cyna Wydawnicza Politechniki Wrocławskiej Wrocław 2024

INNOWACJE W GÓRNICTWIE W ŚWIETLE AKTUALNYCH BADAŃ NAUKOWYCH

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