DIGItal MANufacturing Technologies for Zero-defect Industry 4.0 Production

Deliverables

DIGIMAN 4.0 public project website and DIGIMAN 4.0 LinkedIn profile

Publications

Study of Augmented Reality Based Manufacturing for Further Integration of Quality Control 4.0: A Systematic Literature Review

Author(s): Phuong Thao Ho, José Antonio Albajez, Jorge Santolaria and José A. Yagüe-Fabra
Published in: Applied Sciences, Issue 12(4), 2022, Page(s) 1961, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app12041961

Low-Cost Digitalization Solution through Scalable IIoT Prototypes

Author(s): Marko Vuković, Oliver Jorg, Mohammadamin Hosseinifard, Gualtiero Fantoni
Published in: Applied Sciences, 2022, ISSN 2076-3417
Publisher: Applied Sciences
DOI: 10.3390/app12178571

Decentralized Multi-Agent Production Control through Economic Model Bidding for Matrix Production Systems

Author(s): May, Marvin Carl; Kiefer, Lars; Kuhnle, Andreas; Stricker, Nicole; Lanza, Gisela
Published in: Procedia CIRP, Issue Volume 96, 2021, 2021, Page(s) 3-8, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.5445/ir/1000129694

Queue Length Forecasting in Complex Manufacturing Job Shops

Author(s): Marvin Carl May; Alexander Albers; Marc David Fischer; Florian Mayerhofer; Louis Schäfer; Gisela Lanza
Published in: Forecasting, Issue 25719394, 2021, Page(s) 322-338, ISSN 2571-9394
Publisher: MDPI
DOI: 10.5445/ir/1000145418

Operator-centred Lean 4.0 framework for flexible assembly lines

Author(s): Adrian Miqueo, Marta Torralba, José A Yagüe-Fabra
Published in: Procedia CIRP, Issue 22128271, 2021, Page(s) 440-445, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.11.074

Towards the integration of additively manufactured photopolymer dies in the polymer profile extrusion process chain

Author(s): A. Turazza, A. Davoudinejad, M. Calaon, D.B. Pedersen, G. Tosello
Published in: Procedia CIRP, Issue 93, 2020, Page(s) 3-8, ISSN 2212-8271
Publisher: Elsevier B.V.
DOI: 10.1016/j.procir.2020.06.005

A survey on generative adversarial networks for imbalance problems in computer vision tasks

Author(s): Vignesh Sampath, Iñaki Maurtua, Juan José Aguilar Martín, Aitor Gutierrez
Published in: Journal of Big Data, Issue 8/1, 2021, Page(s) 1-59, ISSN 2196-1115
Publisher: SpringerOpen
DOI: 10.1186/s40537-021-00414-0

Enabling Micro Injection Moulding Using a Soft Tooling Process Chain with Inserts Made of Mortar Material.

Author(s): Kilian Krüger; M. Kain; Yang Zhang; David Bue Pedersen; Matteo Calaon; Guido Tosello; Hans Nørgaard Hansen
Published in: Micromachines, Issue 12(8), 857, 2021, ISSN 2072-666X
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/mi12080857

Application of Machine Learning for Prediction and Process Optimization—Case Study of Blush Defect in Plastic Injection Molding

Author(s): Alireza Mollaei Ardestani; Ghasem Azamirad; Yasin Shokrollahi; Matteo Calaon; Jesper Henri Hattel; Murat Kulahci; Roya Soltani; Guido Tosello
Published in: Applied Sciences, special issue; Advances in Sustainable and Digitalized Factories: Manufacturing, Measuring Technologies and Systems), Issue 13(4), 2617, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13042617

Labour productivity in mixed-model manual assembly 4.0

Author(s): A Miqueo; M Martín; M Torralba; J A Yagüe
Published in: IOP Conference Series: Materials Science and Engineering, Issue 1757899X, 2021, Page(s) 012104, ISSN 1757-899X
Publisher: IOP Publishing
DOI: 10.1088/1757-899x/1193/1/012104

Product Generation Module: Automated Production Planning for optimized workload and increased efficiency in Matrix Production Systems

Author(s): May, Marvin Carl; Schmidt, Simon; Kuhnle, Andreas; Stricker, Nicole; Lanza, Gisela
Published in: Procedia CIRP, Issue Volume 96, 2021, 2021, Page(s) 45-50, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.5445/ir/1000129695

Modeling and simulation of surface generation in manufacturing

Author(s): Guido Tosello; Giuliano Bissacco; Jian Cao; Dragos Axinte
Published in: CIRP Annals - Manufacturing Technology, Issue 72/2, 2023, Page(s) 753-779, ISSN 0007-8506
Publisher: Hallwag AG
DOI: 10.1016/j.cirp.2023.05.002

Latest Advancements in Micro Nano Molding Technologies—Process Developments and Optimization, Materials, Applications, Key Enabling Technologies

Author(s): Guido Tosello
Published in: Tosello , G 2022 , ' Latest Advancements in Micro Nano Molding Technologies-Process Developments and Optimization, Materials, Applications, Key Enabling Technologies ' , Micromachines , vol. 13 , no. 4 , 609 . https://doi.org/10.3390/mi13040609, Issue 7, 2022, ISSN 2072-666X
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/mi13040609

Multi-Model In-Plant Logistics Using Milkruns for Flexible Assembly Systems under Disturbances: An Industry Study Case

Author(s): A Miqueo, M Gracia-Cadarso, M Torralba, F Gil-Vilda, JA Yagüe-Fabra
Published in: Machines, Issue 11(1), 2023, Page(s) 66, ISSN 2075-1702
Publisher: MDPI
DOI: 10.3390/machines11010066

Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’

Author(s): Tingting Chen; Vignesh Sampath; Marvin Carl May; Shuo Shan; Oliver Jonas Jorg; Juan José Aguilar Martín; Florian Stamer; Gualtiero Fantoni; Guido Tosello; Matteo Calaon
Published in: applied sciences, Issue 13(3), 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.5445/ir/1000156346

Digitale Produktion und intelligente Steuerung

Author(s): May, Marvin Carl; Kuhnle, Andreas; Lanza, Gisela
Published in: wt Werkstattstechnik online, Issue 110 (4), 2020, Page(s) 255-260, ISSN 1436-4980
Publisher: VDI Fachmedien GmbH & Co. KG
DOI: 10.5445/IR/1000119555

Design, Development and Testing of Feeding Grippers for Vegetable Plug Transplanters

Author(s): Oliver Jonas Jorg, Mino Sportelli, Marco Fontanelli, Christian Frasconi, Michele Raffaelli, and Gualtiero Fantoni
Published in: AgriEngineering, Issue 3(3) 2021, 2021, Page(s) 669-680, ISSN 2624-7402
Publisher: MDPI
DOI: 10.3390/agriengineering3030043

Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems

Author(s): Vadim Kapp; Marvin Carl May; Gisela Lanza; Thorsten Wuest
Published in: Journal of Manufacturing and Materials Processing, Issue Vol 4, Iss 88, 2020, Page(s) 88, ISSN 2504-4494
Publisher: MDPI
DOI: 10.3390/jmmp4030088

Parallel Walking-Worker Flexible Assembly Lines for High-Mix Low-Volume Demand

Author(s): A Miqueo, JA Yagüe-Fabra, M Torralba, MJ Oliveros, G Tosello
Published in: Processes, Issue 11(1), 2023, Page(s) 172, ISSN 2227-9717
Publisher: MDPI
DOI: 10.3390/pr11010172

Anomaly Detection in Float-Zone Crystal Growth of Silicon

Author(s): TingtingChen, GuidoTosello, NicoWerner, MatteoCalaon
Published in: Procedia CIRP, Issue 22128271, 2022, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.05.184

Labour Productivity in Mixed-model Manual Assembly Changeovers

Author(s): Adrian Miqueo, Marta Torralba, José Antonio Yagüe
Published in: Jornada de Jóvenes Investigadores del I3A, Issue 8, 2020, ISSN 2341-4790
Publisher: University of Zaragoza (Spain)
DOI: 10.26754/jjii3a.4916

Multi-label oxide classification in float-zone silicon crystal growth using transfer learning and asymmetric loss

Author(s): Tingting Chen, Guido Tosello, and Matteo Calaon
Published in: Journal of Intelligent Manufacturing, 2024, ISSN 0956-5515
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10845-023-02302-1

Intraclass image augmentation for defect detection using generative adversarial neural networks

Author(s): Vignesh Sampath; Iñaki Maurtua; Juan José Aguilar Martín; Ander Iriondo; Iker Lluvia; Gotzone Aizpurua
Published in: Sensors, Issue Sensors 2023, 23(4), 1861, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23041861

Design, development and test of a novel broach for long polypropylene tubes

Author(s): OliverJorg, GualtieroFantoni
Published in: Precision Engineering, Issue Volume 74, March 2022, 2021, Page(s) 224-231, ISSN 0141-6359
Publisher: Elsevier BV
DOI: 10.1016/j.precisioneng.2021.11.012

Models to evaluate the performance of high-mix low-volume manual or semi-automatic assembly lines

Author(s): Adrian Miqueo, Marta Torralba, José A Yagüe-Fabra
Published in: Procedia CIRP, Issue 22128271, 2022, Page(s) 1461-1466, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.05.175

Applying frequency based forecasting for resource allocation

Author(s): Marvin Carl May, Lars Kiefer, Alex Frey, Neil Duffie, Gisela Lanza
Published in: Procedia CIRP, Issue 120, 2023, Page(s) 147-152, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2023.08.027

RFID Technology as a Low-Cost and PassiveWay to DigitizeIndustrial Analogic Indicators

Author(s): Mohammadamin Hosseinifard, Salam Alzubaidi, Andrea Michel, Gualtiero Fantoni
Published in: Applied Sciences, Issue 2022, 12, 1451, 2022, Page(s) 15, ISSN 2076-3417
Publisher: Basel: MDPI AG, 2011-
DOI: 10.3390/app12031451

Indirect force measurement system in a mechanical microgripper

Author(s): Gualtiero Fantoni, Oliver Jorg, Vinicio Tincani
Published in: Precision Engineering, Issue Volume 78, November 2022, 2022, Page(s) 206-214, ISSN 0141-6359
Publisher: Elsevier BV
DOI: 10.1016/j.precisioneng.2022.08.004

Advances in Sustainable and Digitalized Factories: Manufacturing, Measuring Technologies and Systems

Author(s): Roque Calvo; José A. Yagüe-Fabra; Guido Tosello
Published in: Special Issue 'Advances in Sustainable and Digitalized Factories: Manufacturing, Measuring Technologies and Systems', Applied Sciences, Issue vol. 13, no. 9, 5570, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13095570

Lean Manual Assembly 4.0: A Systematic Review

Author(s): Adrian Miqueo, Marta Torralba, José A. Yagüe-Fabra
Published in: Applied Sciences, Issue 10/23, 2020, Page(s) 8555, ISSN 2076-3417
Publisher: Applied Sciences
DOI: 10.3390/app10238555

RF Energy Harvesting Techniques for Battery-Less Wireless Sensing, Industry 4.0, and Internet of Things: A Review

Author(s): Gholamhosein Moloudian Wireless Sensor Network Group, Tyndall National Institute, University College Cork, Cork, Ireland Mohammadamin Hosseinifard Department of Civil and Industrial Engineering, University of Pisa, Pisa, Italy Sanjeev Kumar Wireless Sensor Network Group, Tyndall National Institute, University College Cork, Cork, Ireland Roy B. V. B. Simorangkir Wireless Sensor Network Group, Tynda
Published in: IEEE Sensor, Issue vol. 24, no. 5, pp. 5732-5745, 1 March1, 2024, 2024, Page(s) 5732-5745, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2024.3352402

Fast development cycle for the design of industrial grippers

Author(s): OliverJorg, Gualtiero Fantoni
Published in: Procedia CIRP, Issue Volume 100, 2021, Page(s) 211-216, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.05.057

A Robust Scheduling Framework for Re-Manufacturing Activities of Turbine Blades

Author(s): Lei Liu, Marcello Urgo
Published in: Applied Sciences, 2022, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app12063034

Robust scheduling of remanufacturing processes for the repair of turbine blades

Author(s): Lei Liu Marcello Urgo
Published in: CIRP Annals, 2023, ISSN 1726-0604
Publisher: Elsevier USA
DOI: 10.1016/j.cirp.2023.03.033

Attention Guided Multi-Task Learning for Surface defect identification

Author(s): Vignesh Sampath; Inaki Maurtua; Juan Jose Aguilar Martin; Andoni Rivera; Jorge Molina; Aitor Gutierrez
Published in: IEEE Transactions on Industrial Informatics, Issue 1-9, 2023, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tii.2023.3234030

Ontology-Based Production Simulation with OntologySim

Author(s): Marvin Carl May; Lars Kiefer; Andreas Kuhnle; Gisela Lanza
Published in: applied sciences, Issue 20763417, 2022, Page(s) 1608, ISSN 2076-3417
Publisher: MDPI
DOI: 10.5445/ir/1000143283

A branch-and-bound approach to minimise the value-at-risk of the makespan in a stochastic two-machine flow shop

Author(s): Lei Liu Marcello Urgo
Published in: International Journal of Production Research, 2023, ISSN 0020-7543
Publisher: Taylor & Francis
DOI: 10.1080/00207543.2023.2217279

Study and Simulation of an Under-Actuated Smart Surface for Material Flow Handling

Author(s): Edoardo Bianchi; Oliver Jonas Jorg; Gualtiero Fantoni; Francisco Javier Brosed Brosed Dueso; José A. Yagüe-Fabra
Published in: applied sciences, Issue 13(3), 1937, 2023, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app13031937

Flow simulation and experimental validation of polymer extrusion using additively manufactured carbon fiber reinforced PEEK dies

Author(s): A.H. Aimon, G. Tosello, D.B. Pedersen, M. Calaon
Published in: Procedia CIRP, Issue 120, 2023, Page(s) 1481-1486
Publisher: Elsevier B.V.
DOI: 10.1016/j.procir.2023.09.198

Data analytics for time constraint adherence prediction in a semiconductor manufacturing use-case

Author(s): Marvin Carl May, Sören Maucher, Andrea Holzer, Andreas Kuhnle, Gisela Lanza
Published in: Procedia CIRP, 2021, Page(s) Pages 49-54
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.05.008

Influence of surface roughness parameters of additively manufactured die on the extrudates in polymer extrusion

Author(s): A. H. Aimon, G. Tosello, D. B. Pedersen, M. Calaon
Published in: Joint Special Interest Group meeting between euspen and ASPE Advancing Precision in Additive Manufacturing, 2023
Publisher: Euspen

Preliminary study of Augmented Reality based manufacturing for further integration of Quality Control 4.0 supported by metrology

Author(s): P T Ho, J A Albajez, J A Yagüe, J Santolaria
Published in: IOP Conference Series: Materials Science and Engineering, Issue 1193/1, 2021, Page(s) 012105, ISSN 1757-8981
Publisher: IOP Publishing Ltd
DOI: 10.1088/1757-899x/1193/1/012105

Additive manufacturing in polymer extrusion tooling: experimental testing and surface characterization

Author(s): Arhimny H. Aimon, Matteo Todaro, David B. Pedersen, Matteo Calaon
Published in: 38th American Society for Precision Engineering Annual Meeting, Issue 12 Nov 2023- 17 Nov 2023, 2023
Publisher: ASPE

A development approach for a standardized quality data model using asset administration shell technology in the context of autonomous quality control loops for manufacturing processes

Author(s): Ali Bilen, Florian Stamer, Marvin Carl May, Gisela Lanza
Published in: European Society for Precision Engineering and Nanotechnology, Conference Proceedings - 23rd International Conference and Exhibition, EUSPEN 2023, Issue 2023, 2023, Page(s) 443-446, ISBN 9781998999132
Publisher: euspen

Metal Additive Manufacturing of Multi-Material Dental Strut Implants

Author(s): M. Kain, V. K. Nadimpalli, A. Miqueo, M. C. May, J. A. Yagüe-Fabra, B. Häfner, D. B. Pedersen, M. Calaon, G. Tosello
Published in: Proceedings of EUSPEN 2020 International Conference, Issue Proceedings of EUSPEN 2020 International Conference, 2020
Publisher: EUSPEN - European Society for Precision Engineering and Nanotechnology
DOI: 10.5281/zenodo.4587184

Automated Derivation of Optimal Production Sequences from Product Data

Author(s): Louis Schäfer, Antonia Frank, Marvin Carl May, Gisela Lanza
Published in: Procedia CIRP, 2022, Page(s) Pages 469-474
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.05.010

Design of a Test Bench to Measure In-Plane Friction Forces Produced by a New Under-Actuated Modular Device

Author(s): Edoardo Bianchi, Oliver Jonas Jorg, Gualtiero Fantoni, Francisco Javier Brosed Dueso, José Antonio Yagüe-Fabra
Published in: 10th Manufacturing Engineering Society International Conference (MESIC), 2023, Page(s) 155-164
Publisher: Scientific.Net
DOI: 10.4028/p-d8pgks

Uncertainty evaluation of diameter measurement in float-zone crystal growth production

Author(s): Tingting Chen, Guido Tosello, Lars Conrad-Hansen, Matteo Calaon
Published in: European Society for Precision Engineering and Nanotechnology, Conference Proceedings : 23rd International Conference and Exhibition, EUSPEN 2023, Issue 12/06/2023-16/06/2023, 2023, Page(s) 179-180
Publisher: euspen

Augmented Reality in Industrial Manufacturing - Identification of Application Areas for AR-Based Quality Control/Assembly Based on Technology Suitability

Author(s): Phuong Thao Ho, José Antonio Albajez, Jorge Santolaria Mazo, José Antonio Yagüe-Fabra
Published in: Advances in Science and Technology, Issue Volume 132, 2023, Page(s) 233-240
Publisher: Trans Tech Publications Ltd
DOI: 10.4028/p-6wb7q2

Towards Product-Production-CoDesign for the Production of the Future

Author(s): Marvin Carl May, Louis Schäfer, Alex Frey, Carmen Krahe, Gisela Lanza
Published in: Procedia CIRP, Issue 119, 2023, Page(s) 944-949
Publisher: Elsevier
DOI: 10.1016/j.procir.2023.02.172

Vision-based diameter estimation for continuous float-zone silicon crystal growth production

Author(s): Tingting Chen, Guido Tosello, Nico Werner, Matteo Calaon
Published in: European Society for Precision Engineering and Nanotechnology, Conference Proceedings : 22nd International Conference and Exhibition, EUSPEN 2022, Issue 30/05/2022-03/06/2022, 2022, Page(s) 419-422
Publisher: euspen

Dimensional Evaluation of Additive Manufactured Polymer Extrusion Dies Produced by Continuous Liquid Interface Production

Author(s): A. Turazza, A. Davoudinejad, M. Calaon, D. B. Pedersen, G. Tosello
Published in: Proceedings of EUSPEN 2020 International Conference, Issue Proceedings of EUSPEN 2020 International Conference, 2020
Publisher: EUSPEN - European Society for Precision Engineering and Nanotechnology
DOI: 10.5281/zenodo.4587158

Experimental characterization and evaluation of additively manufactured PEEK dies for polymer profile extrusion

Author(s): Aimon, A. H.; Martin Kain; Radhakrishnan, U. M.; David Bue Pedersen; Guido, Tosello; Matteo Calaon
Published in: Euspen Proceeding 2022, Issue 30 May-3June 2022, 2022
Publisher: Euspen Proceeding

Applying Natural Language Processing in Manufacturing

Author(s): Marvin Carl May, Jan Neidhöfer, Tom Körner, Louis Schäfer, Gisela Lanza
Published in: Procedia CIRP, 2022, Page(s) Pages 184-189
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.10.071

Experimental testing and characterization of additively manufactured CF-PEEK dies for complex profile in polymer profile extrusion

Author(s): A. H. Aimon, G. Tosello, D. B. Pedersen, M. Calaon
Published in: European Society for Precision Engineering and Nanotechnology, Conference Proceedings : 23rd International Conference and Exhibition, EUSPEN 2023, Issue 12-16 June 2023, 2023, Page(s) 93-94
Publisher: Euspen 2023

Foresighted digital twin for situational agent selection in production control

Author(s): Marvin Carl May, Leonard Overbeck, Marco Wurster, Andreas Kuhnle, Gisela Lanza
Published in: Procedia CIRP, 2021, Page(s) Pages 27-32
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.03.005

Multi-variate time-series for time constraint adherence prediction in complex job shops

Author(s): Marvin Carl May, Lukas Behnen, Andrea Holzer, Andreas Kuhnle,Gisela Lanza
Published in: Procedia CIRP, 2021, Page(s) Pages 55-60
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.10.008

Precision Injection Moulding with Inserts made of Mortar Material

Author(s): Krüger, Kilian; Regi, Francesco; Calaon, Matteo; Pedersen, David B.; Tosello, Guido
Published in: European Society for Precision Engineering and Nanotechnology - Special Interest Group Meeting: Micro/Nano Manufacturing, Issue Proceedings of the EUSPEN SIG Meeting Micro/Nano Manufacturing 2019, 2019
Publisher: European Society for Precision Engineering and Nanotechnology (EUSPEN)
DOI: 10.5281/zenodo.4587599

Digital Twin for Factories: Challenges and Industrial Applications

Author(s): Walter Terkaj, Massimiliano Annoni, Beatriz Olarte Martinez, Elena Pessot, Marco Sortino & Marcello Urgo
Published in: Selected Topics in Manufacturing, Issue Emerging Trends from the Perspective of AITeM's Young Researchers, 2024
Publisher: Springer
DOI: 10.1007/978-3-031-41163-2_13

Scheduling Remanufacturing Activities for the Repair of Turbine Blades: An Approximate Branch and Bound Approach to Minimize a Risk Measure

Author(s): Lei Liu, Marcello Urgo
Published in: Selected Topics in Manufacturing, 2022
Publisher: Springer
DOI: 10.1007/978-3-030-82627-7_3

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