Best Paper Award
Intelligent Assistant for Smart Factory Power Management
José Cação, Mário Antunes, José Santos, Diogo Gomes

Industrial Impact Paper Award
Digital Twin-based Predictive Maintenance for Sheet Metal Bending
Simon Mayr, Thomas Gross, Stefan Krenn, Wolfgang Kunze, Christian Zehetner

Best Service Innovation Paper Award
Enhancing Flexibility in Industry 4.0 Workflows: A Context-Aware Component for Dynamic Service Orchestration
William Ochoa, Felix Larrinaga, Alain Perez, Javier Cuenca

Best Student Paper Award
CAD-based Autonomous Vision Inspection Systems
Francesco Lupi, Antonio Maffei and Michele Lanzetta

Innovation Management Best Paper Award
Cross-Impact Analysis of Entrepreneurial Failure and Business Model Innovation: Navigating the Impact of Societal Perceptions
Nadine Bachmann, Shailesh Tripathi, Manuel Brunner, Herbert Jodlbauer, Alexander Piereder

Best Reviewer Awards
Andrey Kharitonov, Otto von Guericke University Magdeburg (Germany)
Rui Pinto, University of Porto (Portugal)
Casper Schou, Aalborg University (Denmark)

Best Paper Award

Predictive maintenance on injection molds by generalized fault trees and anomaly detection

Pedro Nunes^a,b, Eugénio Rocha^c,d, José Santos^a,b, Ricardo Antunes^e

^aDepartment of Mechanical Engineering, University of Aveiro, Portugal; ^bCentre for Mechanical Technology and Automation, Aveiro, Portugal; ^cDepartment of Mathematics, University of Aveiro, Portugal; ^dCenter for Research and Development in Mathematics and Applications (CIDMA), Aveiro, Portugal; ^eOLI – Sistemas Sanitários, Aveiro, Portugal

Industrial Impact Award

Lessons Learned from Human Pose Interaction in an Industrial Spatial Augmented Reality Application

Gernot Stübl, Christoph Heindl, Gerhard Ebenhofer, Harald Bauer, Andreas Pichler

Profactor GmbH, Austria

Best Service Innovation Paper Award

Towards a B2B integration framework for smart services in Industry 4.0

Viktor Schubert^a, Steffen Kuehner^a, Tobias Krauss^a, Martin Trat^b, Janek Bender^b

^aSEEBURGER AG, Edisonstr. 1, 75015 Bretten, Germany; ^bFZI Forschungszentrum Informatik, Haid-und-Neu-Str. 10-14, 76131 Karlsruhe, Germany

IDW Best Presentation Award

Machine Learning-based tools for Sustainable Production Planning and Control in SMEs

Valentina De Simone

University of Salerno, Italy

Best Paper Award

A cloud-based digital twin for monitoring of an adaptive clamping mechanism used for high performance composite machining

Sam Weckx^a, Steven Robyns^a, Jonathan Baake^a, Edward Kikken^a, Roeland De Geest^b, Merwan Birem^b, Davy Maes^b

^aCore Lab MotionS Flanders Make, Gaston Geenslaan 8, 3001 Leuven, Belgium; ^bCore Lab DecisionS Flanders Make, Gaston Geenslaan 8, 3001 Leuven, Belgium; ^cCore Lab CodesignS Flanders Make, Gaston Geenslaan 8, 3001 Leuven, Belgium

Industrial Impact Award

TRAINMAN-MAGOS: capture of dexterous assembly manufacturing know-how as a new efficient approach to support robotic automation

Angel Dacal-Nieto^a, Greg Agriopoulos^b, Teresa Méndez^a, Julián D. Calle^a, Rubén Paz-Cibeira^a, Vasilapostolos Ouranis^b, Carmen Fernández-González^a

^aProcesses and FoF Dept., CTAG – Centro Tecnológico de Automoción de Galicia, Pol. Ind. A Granxa, O Porriño, Spain; ^bQuanta & Qualia, Pireos 160, Athina, Greece

Best Service Innovation Paper Award

Digital Transformation in Metrology: Building a Metrological Service Ecosystem

Alexander Oppermann^a, Samuel Eickelberg^a, John Exner^a, Thomas Bock^a, Matthias Bernien^a, Rolf Niepraschk^a, Wiebke Heeren^b, Oksana Baer^b, Clifford Brown^b

^aPhysikalisch-Technische Bundesanstalt (PTB), Abbestr. 2-12, 10587 Berlin, Germany; ^bPhysikalisch-Technische Bundesanstalt (PTB), Bundesallee 100, 38116 Braunschweig, Germany

Best Paper Award

Human Aspects in Collaborative Order Picking – Letting Robotic Agents Learn About Human Discomfort

Yaxu Niu^a,b, Frederik Schulte^b, Rudy R. Negenborn^b

^aBeijing University of Chemical Technology, Beijing, China; ^bDelft University of Technology, Delft, Netherlands

Industrial Impact Award

Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures

Zhengtian Ai^a, Ingo Heinle^a, Christian Schelske^a, Hao Wang^b, Peter Krause ^c, Thomas Bäck^d  

^aBMW Group, Munich, Germany; ^bSorbonne Université, Paris, France; ^cDivis intelligent solutions GmbH, Dortmund, Germany; ^dLeiden University, Leiden, Netherlands

Best Service Innovation Paper Award

Explainability of AI-predictions based on psychological profiling

Simon Neugebauer ^a, Lukas Rippitsch ^a, Florian Sobieczky ^b, Manuela Geiß^b 

^aSpeed-invest heroes GmbH, Vienna, Austria; ^bSoftware Competence Center Hagenberg GmbH (SCCH), Hagenber, Austria

Best Paper Award

Middleware-based Cyber-Physical Production System Modeling for Operators

Daniel Stock, Daniel Schel, Thomas Bauernhansl

Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Germany

Industrial Impact Award

IN2Dig – Implementation of a Digital Manufacturing System in a Production Cell of the Metal Mold Industry: from Planning to Action

Fernando Piedade, Marcia Baptista, Paulo Chaves

INOV INESC Inovação, Instituto De Novas Tecnologias, Portugal

Best Service Innovation Paper Award

Bridging human and machine learning for the needs of collective intelligence development

Mariia Gavriushenko, Olena Kaikova, Vagan Terziyan

Faculty of Information Technology, University of Jyväskylä, Finland