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HUman MANufacturing


Trust and Privacy Framework

The deliverable will document the methodology of engaging with the end-users and the results of the work, listing the set of trust and privacy guidelines categorized according as functional or technical requirement

Project Handbook and quality procedures

This is the project handbook documenting all processes, roles and responsibilities to support the smooth running of the project, including templates

Communication Plan

The deliverable will consist of a communication plan, outlining the strategy, impact indicators and supporting tools, including templates

Workplace models

The deliverable documents the models of the workplace elements

Integration Guidelines

This report contains the guidelines to ensure the successful integration of the WP2-WP5 results into the industrial scenarios

Evaluation Analysis

The deliverable contain the analysis of the evaluation results. A first version of the deliverable with the insights into the initial evaluation studies carried out

Supportive Climate Analysis

The deliverable reports the supportive climate achieved by the end of the project, documenting the partnerships established

Dissemination Events

The deliverable documents the dissemination events organized during the project

Evaluation Methodology

The deliverable documents the evaluation methodology with the tools to be used and the studies to be carried out at each of the industrial pilots

Training Materials

This deliverable documents the training methodology and the supporting training materials developed

Evaluation Analysis – final version

The final version of the deliverable, containing the analysis of the studies carried out in the final 6months conveying the assessment of HUMAN


The deliverable is the collation of the videos uploaded to the relevant communication channel


The deliverable corresponds to the project website. Although there will be no follow-up deliverable, the website will be periodically updated as per determined in the communication plan


The deliverable is the brochure of the project including the template for internal pages


Workplace analysis and design using virtual reality techniques

Author(s): George Michalos, Anna Karvouniari, Nikolaos Dimitropoulos, Theodoros Togias, Sotiris Makris
Published in: CIRP Annals, 67/1, 2018, Page(s) 141-144, ISSN 0007-8506
Publisher: Hallwag AG
DOI: 10.1016/j.cirp.2018.04.120

Training Advanced Skills for Sustainable Manufacturing: A Digital Serious Game

Author(s): Stefano Perini, Rossella Luglietti, Maria Margoudi, Manuel Oliveira, Marco Taisch
Published in: Procedia Manufacturing, 11, 2017, Page(s) 1536-1543, ISSN 2351-9789
Publisher: Elsevier
DOI: 10.1016/j.promfg.2017.07.286

A Real-Time Lift Detection Strategy for a Hip Exoskeleton

Author(s): Baojun Chen, Lorenzo Grazi, Francesco Lanotte, Nicola Vitiello, Simona Crea
Published in: Frontiers in Neurorobotics, 12, 2018, ISSN 1662-5218
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnbot.2018.00017

Assumptions about the positioning of virtual stimuli affect gaze direction estimates during Augmented Reality based interactions

Author(s): Nicola Binetti, Tianchang Cheng, Isabelle Mareschal, Duncan Brumby, Simon Julier, Nadia Bianchi-Berthouze
Published in: Scientific Reports, 9/1, 2019, Page(s) 9, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-019-39311-1

An approach for exoskeleton integration in manufacturing lines using Virtual Reality techniques

Author(s): Anna Karvouniari, George Michalos, Nikos Dimitropoulos, Sotirios Makris
Published in: Procedia CIRP, 78, 2018, Page(s) 103-108, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2018.08.315

A trust and privacy framework for smart manufacturing environments

Author(s): Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
Published in: Journal of Ambient Intelligence and Smart Environments, 11/3, 2019, Page(s) 201-219, ISSN 1876-1364
Publisher: IOS Press
DOI: 10.3233/ais-190521

Classification of Lifting Techniques for Application of A Robotic Hip Exoskeleton

Author(s): Baojun Chen, Francesco Lanotte, Lorenzo Grazi, Nicola Vitiello, Simona Crea
Published in: Sensors, 19/4, 2019, Page(s) 963, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19040963

Process Mining and Privacy in Smart Manufacturing

Author(s): Felix Mannhardt, Sobah Abbas Petersen, Manuel Oliveira
Published in: Informatik Spektrum, 42/5, 2019, Page(s) 336-339, ISSN 0170-6012
Publisher: Springer Verlag
DOI: 10.1007/s00287-019-01199-6

DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings

Author(s): Youngjun Cho, Nadia Bianchi-Berthouze, Simon J. Julier
Published in: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), 2017, Page(s) 456-463, ISBN 978-1-5386-0563-9
Publisher: IEEE
DOI: 10.1109/ACII.2017.8273639

Connecting Humans to the Loop of Digitized Factories’ Automation Systems

Author(s): Emanuele Carpanzano, Andrea Bettoni, Simon Julier, Joao C. Costa, Manuel Oliveira
Published in: Proceedings of 3rd International Conference on the Industry 4.0 Model for Advanced Manufacturing. AMP 2018, 2018, Page(s) 180-193, ISBN 978-3-319-89563-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-89563-5_14

A Low-Back Exoskeleton can Reduce the Erector Spinae Muscles Activity During Freestyle Symmetrical Load Lifting Tasks

Author(s): Francesco Lanotte, Lorenzo Grazi, Baojun Chen, Nicola Vitiello, Simona Crea
Published in: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Page(s) 701-706, ISBN 978-1-5386-8183-1
Publisher: IEEE
DOI: 10.1109/biorob.2018.8488094

Privacy Challenges for Process Mining in Human-Centered Industrial Environments

Author(s): Felix Mannhardt, Sobah Abbas Petersen, Manuel Fradinho Oliveira
Published in: 2018 14th International Conference on Intelligent Environments (IE), 2018, Page(s) 64-71, ISBN 978-1-5386-6844-3
Publisher: IEEE
DOI: 10.1109/ie.2018.00017

Towards methodology and metrics for assessing lumbar exoskeletons in industrial applications

Author(s): Lorenzo Grazi, Baojun Chen, Francesco Lanotte, Nicola Vitiello, Simona Crea
Published in: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT), 2019, Page(s) 400-404, ISBN 978-1-7281-0429-4
Publisher: IEEE
DOI: 10.1109/metroi4.2019.8792877

The Use of Digital Game Based Learning in Manufacturing Education – A Case Study

Author(s): Stefano Perini, Manuel Oliveira, Maria Margoudi, Marco Taisch
Published in: Lecture Notes in Computer Science, 2018, Page(s) 185-199, ISBN 978-3-319-91152-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-91152-6_15

Lift Movement Detection with a QDA Classifier for an Active Hip Exoskeleton

Author(s): Baojun Chen, Lorenzo Grazi, Francesco Lanotte, Nicola Vitiello, Simona Crea
Published in: Wearable Robotics: Challenges and Trends - Proceedings of the 4th International Symposium on Wearable Robotics, WeRob2018, October 16-20, 2018, Pisa, Italy, 22, 2019, Page(s) 224-228, ISBN 978-3-030-01886-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-01887-0_43

A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments

Author(s): Felix Mannhardt, Riccardo Bovo, Manuel Fradinho Oliveira, Simon Julier
Published in: Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part II, 11315, 2018, Page(s) 84-93, ISBN 978-3-030-03495-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-03496-2_10

A Framework to Navigate the Privacy Trade-offs for Human-Centred Manufacturing

Author(s): Sobah Abbas Petersen, Felix Mannhardt, Manuel Oliveira, Hans Torvatn
Published in: Collaborative Networks of Cognitive Systems - 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Cardiff, UK, September 17-19, 2018, Proceedings, 534, 2018, Page(s) 85-97, ISBN 978-3-319-99126-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-99127-6_8