| 2021 | Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), Virtual Event, Austria, 23-25 November 2020. Francesco Longo, Michael Affenzeller, Antonio Padovano |
| 2020 | A "low-cost" subtractive method for freshly finished 3D concrete printed structures. Joseph Canou, Maylis Uhart, Pierre Diaz |
| 2020 | A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures. Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Peter Krause, Thomas Bäck |
| 2020 | A Comparison of Different Linearized Formulations for Progressive Flooding Simulations in Full-Scale. Luca Braidotti, Germano Degan, Serena Bertagna, Vittorio Bucci, Alberto Marinò |
| 2020 | A GEMMA-GRAFCET Methodology to enable Digital Twin based on Real-Time Coupling. Giacomo Barbieri, David Andres Gutierrez |
| 2020 | A Human-Centered Assembly Workplace For Industry: Challenges and Lessons Learned. Roman Froschauer, Werner Kurschl, Josef Wolfartsberger, Sebastian Pimminger, René Lindorfer, Jakob Blattner |
| 2020 | A Multi-Layer Architecture for Near Real-Time Collaboration during Distributed Modeling and Simulation of Cyberphysical Systems Paul Lonauer, David Holzmann, Christina Leitner, Alexander Probst, Stefan Pöchhacker, Stefan Oberpeilsteiner, Johannes Schönböck, Hans-Christian Jetter |
| 2020 | A bibliometric analysis on collaborative robots in Logistics 4.0 environments. Giorgia Atzeni, Giuseppe Vignali, Letizia Tebaldi, Eleonora Bottani |
| 2020 | A literature review and cluster analysis of the Aachen production planning and control model under Industry 4.0. Jan-Phillip Herrmann, Sven Tackenberg, Elio Padoano, Thilo Gamber |
| 2020 | A model for the economic assessment of disassembly-line integration in traditional manufacturing processes. Marco Sergio, Chiara Franciosi, Raffaele Iannone |
| 2020 | A survey study on Industry 4.0 readiness level of Italian small and medium enterprises. Alessia M. R. Tortora, Alfano Maria, Valentina Di Pasquale, Raffaele Iannone, Cesare Pianese |
| 2020 | A systems dynamics approach to SME digitalization. Radhakrishnan Viswanathan, Arnesh Telukdarie |
| 2020 | An Empirical Study of Task-Specific Limitations of the Overview+Detail Technique for Interactive Time Series Analysis. Judith Friedl, Björn Zimmer, Lisa Perkhofer, Jan Zenisek, Peter Hofer, Hans-Christian Jetter |
| 2020 | An adaptive machine learning methodology to determine manufacturing process parameters for each part. David Muhr, Shailesh Tripathi, Herbert Jodlbauer |
| 2020 | An analytical framework for assessing cognitive capacity and processing speed of operators in industry 4.0. Daniela Cavallo, Salvatore Digiesi, Francesco Facchini, Giovanni Mummolo |
| 2020 | Anonymization as homeomorphic data space transformation for privacy-preserving deep learning. Anastasiia Girka, Vagan Y. Terziyan, Mariia Gavriushenko, Andrii Gontarenko |
| 2020 | Architecture for Data Acquisition in Research and Teaching Laboratories. Walter Quadrini, Simone Galparoli, Domenico Daniele Nucera, Luca Fumagalli, Elisa Negri |
| 2020 | Beyond federated learning: On confidentiality-critical machine learning applications in industry. Werner Zellinger, Volkmar Wieser, Mohit Kumar, David Brunner, Natalia Shepeleva, Rafa Gálvez, Josef Langer, Lukas Fischer, Bernhard Moser |
| 2020 | Biased random-key genetic algorithm for cobot assignment in an assembly/disassembly job shop scheduling problem. Alexander Kinast, Karl F. Doerner, Stefanie Rinderle-Ma |
| 2020 | Business Process (4IR) Centric Optimization Modelling. Megashnee Munsamy, Arnesh Telukdarie |
| 2020 | CFD modeling in Industry 4.0: New perspectives for smart factories. Luca Silvestri |
| 2020 | CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory. Lukas Kaupp, Heiko Webert, Kawa Nazemi, Bernhard Humm, Stephan Simons |
| 2020 | COVID-19 supply chain resilience modelling for the dairy industry. Inderasan Munien, Arnesh Telukdarie |
| 2020 | Capacity planning of a mixed-model assembly line for prefabricated housebuilding elements. Maria Anna Huka, Wolfgang Grenzfurtner, Barbara Zauner, Manfred Gronalt |
| 2020 | Clustering and Classification of Manufacturing Enterprises Regarding Their Industry 4.0 Reshoring Incentives. Petra Unterberger, Julian Marius Müller |
| 2020 | Conceptual Design of an Integrated Solution for Urban Logistics using Industry 4.0 principles. Bruno Machado, Leonor Teixeira, Ana Luísa Ramos, Carina Pimentel |
| 2020 | Context-Aware Blockchain-Based Sustainable Supply Chain Visibility Management. Funlade T. Sunmola |
| 2020 | Creating an Open-Source Augmented Reality Remote Support Tool for Industry: Challenges and Learnings. Andrea Aschauer, Irene Reisner-Kollmann, Josef Wolfartsberger |
| 2020 | DaQL 2.0: Measure Data Quality based on Entity Models. Christian Lettner, Reinhard Stumptner, Werner Fragner, Franz Rauchenzauner, Lisa Ehrlinger |
| 2020 | Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression. Salma Mahmoud, Florian Sobieczky, Jorge Martinez-Gil, Patrick Praher, Bernhard Freudenthaler |
| 2020 | Developing an Artificial Intelligence Framework to Assess Shipbuilding and Repair Sub-Tier Supply Chains Risk. Rafael Diaz, Katherine Smith, Beatriz Acero, Francesco Longo, Antonio Padovano |
| 2020 | Developing an OPC UA Server for CNC Machines. André Martins, João Lucas, Hugo Costelha, Carlos Neves |
| 2020 | Development of Digitalization in Production Industry - Impact on Productivity, Management and Human Work. Tim Jeske, Marlene Würfels, Frank Lennings |
| 2020 | Digital Manufacturing for Smart Small Satellites Systems. Markus Krauß, Florian Leutert, Markus R. Scholz, Michael Fritscher, Robin Heß, Christian Lilge, Klaus Schilling |
| 2020 | Digital divide, skills and perceptions on smart working in Italy: from necessity to opportunity. Antonella Petrillo, Fabio De Felice, Laura Petrillo |
| 2020 | Drift Detection Analytics for IoT Sensors. Sathyan Munirathinam |
| 2020 | Driver Shift Planning for an Online Store with Short Delivery Times. Matthias Horn, Nikolaus Frohner, Günther R. Raidl |
| 2020 | Dynamic failure rate model of an electric motor comparing the Military Standard and Svenska Kullagerfabriken (SKF) methods. Diego D'Urso, Ferdinando Chiacchio, Dario Borrometi, Antonio Costa, Lucio Compagno |
| 2020 | Dynamic online optimization in the context of smart manufacturing: an overview. Viktoria A. Hauder, Andreas Beham, Stefan Wagner, Karl F. Doerner, Michael Affenzeller |
| 2020 | Early life reliability growth testing with non-constant failure intensity. Nikolaus Haselgruber, Shawn P. Capser, Giorgio I. Vignati |
| 2020 | Economic evaluation of automated guided vehicles usage in a food company. Letizia Tebaldi, Giulio Di Maria, Andrea Volpi, Roberto Montanari, Eleonora Bottani |
| 2020 | Editorial/Preface. |
| 2020 | Efficiency Improvement in polycrystalline solar panel using thermal control water spraying cooling. Opeyeolu Timothy Laseinde, Moyahabo Dominic Ramere |
| 2020 | Enabling technology for maintenance in a smart factory: A literature review. Antonio Forcina, Vito Introna, Alessandro Silvestri |
| 2020 | Enhanced Agility for Assembly Tasks via Self-Sufficient Mobile Working Stations. Rudolf Pichler, Daniel Strametz, Martin Höffernig |
| 2020 | Equipment Design Optimization Based on Digital Twin Under the Framework of Zero-Defect Manufacturing. Dimitris Mourtzis, John Angelopoulos, Nikos Panopoulos |
| 2020 | Evaluating the alignment of sequence diagrams with system behavior. Atif Mashkoor, Alexander Egyed |
| 2020 | Evaluation of Information and Communication Technologies towards Industry 4.0. Alicia Mon, Horacio René Del Giorgio |
| 2020 | Explainability of AI-predictions based on psychological profiling. Simon Neugebauer, Lukas Rippitsch, Florian Sobieczky, Manuela Geiß |
| 2020 | Explaining Learning Models in Manufacturing Processes. Claudia V. Goldman, Michael Baltaxe, Debejyo Chakraborty, Jorge Arinez |
| 2020 | Explaining a Random Forest With the Difference of Two ARIMA Models in an Industrial Fault Detection Scenario. Anna-Christina Glock |
| 2020 | Extending the scope of reference models for smart factories. Nuno Soares, Paula Monteiro, Francisco J. Duarte, Ricardo J. Machado |
| 2020 | First Results of a Survey on Manufacturing of the Future. Christian Fries, Manuel Fechter, Gábor Nick, Ádám Szaller, Thomas Bauernhansl |
| 2020 | Functionalized additively manufactured parts for the manufacturing of the future. Michela Sanguedolce, Giovanna Rotella, Maria Rosaria Saffioti, Luigino Filice |
| 2020 | Future of Raw Materials Logistics. Sebastian Trojahn, Alexander Teuber |
| 2020 | Fuzzy Cognitive Map-Based Knowledge Representation of Hazardous Industrial Operations. Francesco Longo, Antonio Padovano, Letizia Nicoletti, Caterina Fusto, Mohaiad Elbasheer, Rafael Diaz |
| 2020 | Generation of 2.5D Deposition Strategies for LMD-based Additive Manufacturing. Diego Montoya-Zapata, Carles Creus, Igor Ortiz, Piera Alvarez, Aitor Moreno, Jorge Posada, Oscar Ruiz-Salguero |
| 2020 | Heuristic approaches for scheduling jobs and vehicles in a cyclic flexible manufacturing system. Martin Gutjahr, Hans Kellerer, Sophie N. Parragh |
| 2020 | High-quality sheet metal production using a model-based adaptive approach. Christian Zehetner, Christian Reisinger, Wolfgang Kunze, Franz Hammelmüller, Rafael Eder, Helmut Holl, Hans Irschik |
| 2020 | Human Aspects in Collaborative Order Picking - Letting Robotic Agents Learn About Human Discomfort. Yaxu Niu, Frederik Schulte, Rudy R. Negenborn |
| 2020 | Human factors, ergonomics and Industry 4.0 in the Oil&Gas industry: a bibliometric analysis. Francesco Longo, Antonio Padovano, Lucia Gazzaneo, Jessica Frangella, Rafael Diaz |
| 2020 | IEC 61499 Device Management Model through the lenses of RMAS. Andrea Bonci, Sauro Longhi, Massimiliano Pirani |
| 2020 | Implementation of Industry 4.0 technology: New opportunities and challenges for maintenance strategy. GianPaolo Di Bona, Vittorio Cesarotti, Gabriella Arcese, Tommaso Gallo |
| 2020 | Implications of embedded artificial intelligence - machine learning on safety of machinery. Sara Anastasi, Marianna Madonna, Luigi Monica |
| 2020 | Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study. Francesca Iacono, Jorge Lo Presti, Irene Schimperna, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin |
| 2020 | Industry 4.0 and human factor: How is technology changing the role of the maintenance operator? Tommaso Gallo, Annalisa Santolamazza |
| 2020 | Industry 4.0 tools in innovative European firms: exploring their adoption and communication features through content analysis. Michela Piccarozzi, Cecilia Silvestri, Barbara Aquilani, Chiara Cagnetti |
| 2020 | Industry 4.0 tools in lean production: A systematic literature review. Tommaso Gallo, Chiara Cagnetti, Cecilia Silvestri, Alessandro Ruggieri |
| 2020 | Industry 4.0: advanced digital solutions implemented on a close power loop test bench. Antonio Giallanza, Giuseppe Aiello, Giuseppe Marannano |
| 2020 | Integrated production-distribution scheduling with energy considerations for efficient food supply chains. Vittorio Solina, Giovanni Mirabelli |
| 2020 | Investigating the Potential of Smart Manufacturing Technologies. Jan Zenisek, Norbert Wild, Josef Wolfartsberger |
| 2020 | Large scale predictability analysis of process variables from injection molding machines. Shailesh Tripathi, Christian Mittermayr, David Muhr, Herbert Jodlbauer |
| 2020 | Lean production and Industry 4.0: Strategy/management or technique/implementation? A systematic literature review. Chiara Cagnetti, Tommaso Gallo, Cecilia Silvestri, Alessandro Ruggieri |
| 2020 | LiSC Model: an innovative paradigm for Liquid Supply Chain. Mariacarmela Passarelli, Giuseppina Ambrogio, Luigino Filice, Alfio Cariola, Vincenzo Straffalaci |
| 2020 | Life cycle phases and design morphology for the implementation of a cooperative inventory pooling-system. Yannic Hafner, Thomas Urban, Johannes Fottner |
| 2020 | MTConnect-based decision support system for local machine tool monitoring. Carlos Felipe Erazo Navas, Alejandro Echavarria Yepes, Sepideh Abolghasem, Giacomo Barbieri |
| 2020 | Machine Learning and Statistics: A Study for assessing innovative Demand Forecasting Models. Nikolas Ulrich Moroff, Ersin Kurt, Josef Kamphues |
| 2020 | Microwave photonics approach as a novel smart fabrication technique of a radio communication jammers. Mikhail E. Belkin, Dmitriy Fofanov, Alexander S. Sigov |
| 2020 | Multi-mode Systems for Resilient Security in Industry 4.0. Michael Riegler, Johannes Sametinger |
| 2020 | New approach to the fire risk and firefighting in small ships, as consequence of latest developments in Industry 4.0 for the use of hybrid propulsion. Valerio Ruggiero |
| 2020 | Open-source discrete-event simulation software for applications in production and logistics: An alternative to commercial tools? Sebastian Lang, Tobias Reggelin, Marcel Müller, Abdulrahman Nahhas |
| 2020 | Optimization of condition-based maintenance strategy prediction for aging automotive industrial equipment using FMEA. Moyahabo Dominic Ramere, Opeyeolu Timothy Laseinde |
| 2020 | Optimization of the Use of Biomass Residues in the Poplar Plywood Sector. Ivan Ferretti |
| 2020 | Parallel Metaheuristics for Shop Scheduling: enabling Industry 4.0. Pedro Coelho, Cristóvão Silva |
| 2020 | Preliminary design of AR/SOFC cogeneration energy system using livestock waste. O. Corigliano, G. De Lorenzo, P. Fragiacomo |
| 2020 | Prioritising Requirements of Informational Short Food Supply Chain Platforms Using a Fuzzy Approach. Patrick R. Burgess, Funlade T. Sunmola |
| 2020 | Procedure model for the development and launch of intelligent assistance systems. Paul Reichardt, Sebastian Lang, Tobias Reggelin |
| 2020 | Protecting Intellectual Property Rights of Industrial Software. Thomas Ziebermayr |
| 2020 | Prototyping Machine-Learning-Supported Lead Time Prediction Using AutoML. Janek Bender, Jivka Ovtcharova |
| 2020 | Reaching sustainability through a smart water crisis-proof industry. Adrielly Nahomee Ramos Álvarez, Molina Soler Gloriveth de Fátima, Idalia Flores de la Mota, Francisca Irene Soler Anguiano |
| 2020 | Real-life scheduling with rich constraints and dynamic properties - an extendable approach. Michael Bögl, Anna Gattinger, Ionela Knospe, Manuel Schlenkrich, Roman Stainko |
| 2020 | Recent Developments Towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors. Maria Drakaki, Yannis L. Karnavas, Panagiotis Tzionas, Ioannis D. Chasiotis |
| 2020 | Review and analysis of blockchain projects in supply chain management. Fabian Dietrich, Yiwen Ge, Ali Turgut, Louis Louw, Daniel Palm |
| 2020 | Route Duration Prediction in a Stochastic and Dynamic Vehicle Routing Problem with Short Delivery Deadlines Nikolaus Frohner, Matthias Horn, Günther R. Raidl |
| 2020 | SRTP assessment of passenger ships: a simulation tool. Serena Bertagna, Luca Braidotti, Ubaldo la Monaca, Alberto Marinò, Cristian Trombini, Vittorio Bucci |
| 2020 | Scalable model for industrial coffee roasting chamber. Federico Di Palma, Francesca Iacono, Chiara Toffanin, Andrea Ziccardi, Lalo Magni |
| 2020 | Sensor Shirt as Universal Platform for Real-Time Monitoring of Posture and Movements for Occupational Health and Ergonomics. Phillip Petz, Florian Eibensteiner, Josef Langer |
| 2020 | Simulation of ground bearing pressure profile under hydraulic crane outrigger mats for the verification of 16-point combined loading. Ghulam Muhammad Ali, Asif Mansoor, Shuai Liu, Jacek Olearczyk, Ahmed Bouferguene, Mohamed Al-Hussein |
| 2020 | Smart Factory Security: A Case Study on a Modular Smart Manufacturing System. Federico Maggi, Marco Balduzzi, Rainer Vosseler, Martin Rösler, Walter Quadrini, Giacomo Tavola, Marcello Pogliani, Davide Quarta, Stefano Zanero |
| 2020 | Smart Production Planning and Control: Technology Readiness Assessment. Sameh M. Saad, Ramin Bahadori, Hamidreza Jafarnejad, Muhamad F. Putra |
| 2020 | Smart operators: How Industry 4.0 is affecting the worker's performance in manufacturing contexts. Valentina Di Pasquale, Valentina De Simone, Salvatore Miranda, Stefano Riemma |
| 2020 | Stacking and transporting steel slabs using high-capacity vehicles. Biljana Roljic, Sebastian Leitner, Karl F. Doerner |
| 2020 | Statistical Process Control of assembly lines in a manufacturing plant: Process Capability assessment. Eleonora Bottani, Roberto Montanari, Andrea Volpi, Letizia Tebaldi, Giulio Di Maria |
| 2020 | System simulation as decision support tool in ship design. Marco Gianni, Vittorio Bucci, Alberto Marinò |
| 2020 | Taxonomy of generative adversarial networks for digital immunity of Industry 4.0 systems. Vagan Y. Terziyan, Svitlana Gryshko, Mariia Golovianko |
| 2020 | Temperature simulation and control for lab-scale convection dehydrators. Ccalli Pacco, Honorato |
| 2020 | The Sustainable Role of Human Factor in I4.0 scenarios. Sotirios Panagou, Fabio Fruggiero, Alfredo Lambiase |
| 2020 | The association between network centrality measures and supply chain performance: The case of distribution networks. Christian Wallmann, Markus Gerschberger |
| 2020 | The impact of Additive Manufacturing on Supply Chain design: a simulation study. Marta Rinaldi, Mario Caterino, Pasquale Manco, Marcello Fera, Roberto MacChiaroli |
| 2020 | The role of Industry 4.0 enabling technologies for safety management: A systematic literature review. Antonio Forcina, Domenico Falcone |
| 2020 | Thirty Years of Flexible Job-Shop Scheduling: A Bibliometric Study. Pedro Coelho, Ana Pinto, Samuel Moniz, Cristóvão Silva |
| 2020 | Towards Mastering Variability in Software-Intensive Cyber-Physical Production Systems. Rick Rabiser, Alois Zoitl |
| 2020 | Towards digital cognitive clones for the decision-makers: adversarial training experiments. Mariia Golovianko, Svitlana Gryshko, Vagan Y. Terziyan, Tuure Tuunanen |
| 2020 | Trace reconstruction in system logs for processing with process mining. Jasper Paul Jürgensen |
| 2020 | Using Mixed Reality in Intralogistics - Are we ready yet? Werner Kurschl, Sebastian Pimminger, Johannes Schönböck, Mirjam Augstein, Josef Altmann |
| 2020 | Waste reduction in printing process by implementing a video inspection system as a human machine interface. Carlos Alberto Pérez Juárez, Sonia Karina Pérez Juárez, Francisca Irene Soler Anguiano, Adrielly Nahomee Ramos Álvarez |
| 2020 | pyBNBowTie: Python library for Bow-Tie Analysis based on Bayesian Networks. Frank T. Zurheide, Eckehard Hermann, Harald Lampesberger |