| 2022 | Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus - Linz, Austria, 17-19 November 2021. Francesco Longo, Michael Affenzeller, Antonio Padovano |
| 2021 | "Good" technologies and business for sustainable social growth - the "PLAy" project. Gabriele Zangara, Ariosto Ponterio, Luigino Filice, Mariacarmela Passarelli |
| 2021 | A Bayesian based Intelligent Troubleshooting System. I Yung, Federico D'Ambrosio, Alissa Zaccaria, Fabio Floreani |
| 2021 | A Cognitive Digital Twins Framework for Human-Robot Collaboration. Yanjun Shi, Weiming Shen, Lihui Wang, Francesco Longo, Letizia Nicoletti, Antonio Padovano |
| 2021 | A Digital Twin-Driven and Conceptual Framework for Enabling Extended Reality Applications: A Case Study of a Brake Discs Manufacturer. Mario Catalano, Alessandro Chiurco, Caterina Fusto, Lucia Gazzaneo, Francesco Longo, Giovanni Mirabelli, Letizia Nicoletti, Vittorio Solina, Simone Talarico |
| 2021 | A Generative Model for Anomaly Detection in Time Series Data. Maximilian Hoh, Alfred Schöttl, Henry Schaub, Franz Wenninger |
| 2021 | A Mobile Manipulator System for Accurate and Efficient Spraying on Large Surfaces. Neel Dhanaraj, Yeo Jung Yoon, Rishi K. Malhan, Prahar M. Bhatt, Shantanu Thakar, Satyandra K. Gupta |
| 2021 | A Model to Become a Supply Chain 4.0 Based on a Digital Maturity Perspective. Heriberto García-Reyes, Jonnatan Fernando Avilés-González, Sonia Valeria Avilés-Sacoto |
| 2021 | A Two-Phase Machine Learning Approach for Predictive Maintenance of Low Voltage Industrial Motors. Mohsen Nikfar, Julia Bitencourt, Konstantinos Mykoniatis |
| 2021 | A Virtual Reality Approach for Assisting Sustainable Human-Centered Ergonomic Design: The ErgoVR tool. Vito M. Manghisi, Alessandro Evangelista, Antonio E. Uva |
| 2021 | A brief introduction to deploy Amazon Web Services for online discrete-event simulation. Wladimir Hofmann, Sebastian Lang, Paul Reichardt, Tobias Reggelin |
| 2021 | A cloud-based digital twin for monitoring of an adaptive clamping mechanism used for high performance composite machining. Sam Weckx, Steven Robyns, Jonathan Baake, Edward Kikken, Roeland De Geest, Merwan Birem, Davy Maes |
| 2021 | A comparative study of different algorithms using contrived failure data to detect robot anomalies. Ethan Wescoat, Scott Kerner, Laine Mears |
| 2021 | A concept preview: Distributed Decision Making and Goal Execution. Frantisek Simetinger |
| 2021 | A cyber-physical system approach to zero-defect manufacturing in light-gauge steel frame assemblies. Pablo Martinez, Mohamed Al-Hussein, Rafiq Ahmad |
| 2021 | A new telesurgery generation supported by 5G technology: benefits and future trends. Emmanuel Mendoza Navarro, Adrielly Nahomee Ramos Álvarez, Francisca Irene Soler Anguiano |
| 2021 | A novel mathematical approach for the Truck-and-Drone Location-Routing Problem. Laura Castro Montaña, Laura Malagon-Alvarado, Paola Andrea Miranda, Mateo Montealegre Arboleda, Elyn L. Solano-Charris, Carlos Alberto Vega-Mejia |
| 2021 | A pilot study: An assessment of manufacturing SMEs using a new Industry 4.0 Maturity Model for Manufacturing Small- and Middle-sized Enterprises (I4MMSME). Frantisek Simetinger, Josef Basl |
| 2021 | A review of energy-based indicators for assessing sustainability and circular economy in the agri-food production. Luca Silvestri, Cecilia Silvestri, Antonio Forcina, Cristina De Luca |
| 2021 | A study on IoT application in the Food Industry using Keywords Analysis. Barbara Bigliardi, Eleonora Bottani, Serena Filippelli |
| 2021 | A system to improve the physical ergonomics in Human-Robot Collaboration. Marianna Ciccarelli, Alessandra Papetti, Cecilia Scoccia, Giacomo Menchi, Leonardo Mostarda, Giacomo Palmieri, Michele Germani |
| 2021 | A value sensitive design approach for designing AI-based worker assistance systems in manufacturing. Susanne Vernim, Harald Bauer, Erwin Rauch, Marianne Thejls Ziegler, Steven Umbrello |
| 2021 | Abstracting Process Mining Event Logs From Process-State Data To Monitor Control-Flow Of Industrial Manufacturing Processes. Michael Mayr, Sabrina Luftensteiner, Georgios C. Chasparis |
| 2021 | Advanced statistical and machine learning methods for multi-step multivariate time series forecasting in predictive maintenance. Valentina Tessoni, Michele Amoretti |
| 2021 | Advances of Digital Twins for Predictive Maintenance. Yingchao You, Chong Chen, Fu Hu, Ying Liu, Ze Ji |
| 2021 | Aircraft Maintenance 4.0 in an era of disruptions. Mariza Tsakalerou, Dauren Nurmaganbetov, Nurtay Beltenov |
| 2021 | Amplifying Human Factors in the Inquiry of SMEs' Needs in Digitalization Collaborations with External Service Providers. Lukas R. G. Fitz, Michaela Scheeg, Jochen Scheeg |
| 2021 | An Anomaly Detection Method for Multiple Time Series Based on Similarity Measurement and Louvain Algorithm. Shuya Li, Wenbin Song, Chao Zhao, Yifeng Zhang, Weiming Shen, Jing Hai, Jiawei Lu, Yingshi Xie |
| 2021 | An ERP Data Quality Assessment Framework for the Implementation of an APS system using Bayesian Networks. Jan-Phillip Herrmann, Sven Tackenberg, Elio Padoano, Jörg Hartlief, Jens Rautenstengel, Christine Loeser, Jörg Böhme |
| 2021 | An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling. Pelin Seyrek, Batihan Sener, A. Murat Özbayoglu, Hakki Özgür Ünver |
| 2021 | An I4.0 data intensive platform suitable for the deployment of machine learning models: a predictive maintenance service case study. Ricardo Dintén Herrero, Marta E. Zorrilla |
| 2021 | An Industry 4.0 Conceptual Model Proposal for Cable Harness Testing Equipment Industry. Elisa S. Rosa, Radu Godina, Eduardo M. G. Rodrigues, João C. O. Matias |
| 2021 | An IoT architecture based on the control of Bio Inspired manufacturing system for the detection of anomalies with vibration sensors. Grover Aruquipa, Fabio Diaz |
| 2021 | An approach for automatic generation of the URDF file of modular robots from modules designed using SolidWorks. Maddalena Feder, Andrea Giusti, Renato Vidoni |
| 2021 | An overview of Industry 4.0 Applications for Advanced Maintenance Services. Hien Nguyen Ngoc, Ganix Lasa, Ion Iriarte, Gorka Unamuno |
| 2021 | Analysis of Industry 4.0 Products in Small and Medium Enterprises. Alicia Mon, Horacio René Del Giorgio |
| 2021 | Analyzing the potential of a time-of-flight depth sensor for assembly assistance. Daniel Niedermayr, Josef Wolfartsberger |
| 2021 | Application of Realtime Robotics platform to execute unstructured industrial tasks involving industrial robots, cobots, and human operators. Ahmed Magdy Ahmed Zaki, Ahmed Mohsen Mohamed Fathy, Marco Carnevale, Hermes Giberti |
| 2021 | Application of artificial intelligence technology in the manufacturing process and purchasing and supply management. Mito Kehayov, Lukas Holder, Volker Koch |
| 2021 | Applications of ML/AI for Decision-Intensive Tasks in Production Planning and Control. Mohaiad Elbasheer, Francesco Longo, Letizia Nicoletti, Antonio Padovano, Vittorio Solina, Marco Vetrano |
| 2021 | Applications of smart technologies for automatic near miss detection in the industrial safety. Valerio Elia, Maria Grazia Gnoni, Fabiana Tornese, Armando Guglielmi, Mauro Pellicci, Diego de Merich, Giuseppe Campo |
| 2021 | Artificial General Intelligence vs. Industry 4.0: Do They Need Each Other? Samu Kumpulainen, Vagan Y. Terziyan |
| 2021 | Artificial Intelligence and its Impact on Leaders and Leadership. Yannick Peifer, Tim Jeske, Sven Hille |
| 2021 | Artificial Intelligence or Augmented Intelligence? Impact on our lives, rights and ethics. Fabio De Felice, Antonella Petrillo, Cristina De Luca, Ilaria Baffo |
| 2021 | Assessing needs for cognitive assistance with a cognitive constraints approach. Thomas Mühlbradt |
| 2021 | Assessing the digital maturity of micro and small enterprises: a focus on an emerging market. Lais Santiago da Costa, Igor Polezi Munhoz, Luciana Pereira, Alessandra Cristina Santos Akkari |
| 2021 | Assessment of the PLC Code generated with the GEMMA-GRAFCET Methodology. Alejandro Mejia Rojas, Andres Felipe Guarnizo, Giacomo Barbieri |
| 2021 | Assessment of the optimal preventive maintenance period using stochastic hybrid modelling. Diego D'Urso, A. Sinatra, Lucio Compagno, Ferdinando Chiacchio |
| 2021 | Balancing Digital Maturity and Operational Performance - Progressing in a Low-digital SME Manufacturing Setting. Oliver Fuglsang Grooss, Mirko Presser, Torben Tambo |
| 2021 | Barriers and enablers impacting the innovation life cycle of food and beverage start-ups: Evaluation within a system dynamics framework. E. Okpoko Clement, Arnesh Telukdarie, Megashnee Munsamy |
| 2021 | Benchmarking AutoML-Supported Lead Time Prediction. Janek Bender, Martin Trat, Jivka Ovtcharova |
| 2021 | Blockchain Enabled Quality Management in Short Food Supply Chains. Patrick R. Burgess, Funlade T. Sunmola, Sigrid Wertheim-Heck |
| 2021 | Blockchain technology needs for sustainable mineral supply chains: A framework for responsible sourcing of Cobalt. Godfrey Mugurusi, Emmanuel Ahishakiye |
| 2021 | Bottleneck prediction and data-driven discrete-event simulation for a balanced manufacturing line. Eugénio M. Rocha, Maria J. Lopes |
| 2021 | Bridging the gap: Brain drain to brain circulation: Researching successful strategies to support effective change. Mariaelena Murphy, Corina Pacher |
| 2021 | CPS: Role, Characteristics, Architectures and Future Potentials. Maki K. Habib, Chukwuemeka Chimsom I |
| 2021 | Characterizing lifetime estimation of fusing lamps in Multi-Jet Fusion 3D Printers. Ashutosh Karna, Jay Klinkamer |
| 2021 | Cloud- and Edge-based ERP systems for Industrial Internet of Things and Smart Factory. Vijay Prakash, Claudio Savaglio, Lalit Garg, Seema Bawa, Giandomenico Spezzano |
| 2021 | Cluster-based wind turbine maintenance prioritization for a utility-scale wind farm. Paul A. Adedeji, Obafemi O. Olatunji, Nkosinathi Madushele, Stephen A. Akinlabi, Josiah A. Adeyemo |
| 2021 | Combing metaheuristics and process mining: Improving cobot placement in a combined cobot assignment and job shop scheduling problem. Alexander Kinast, Karl F. Doerner, Stefanie Rinderle-Ma |
| 2021 | Comparative analysis of machine learning models for anomaly detection in manufacturing. Andrey Kharitonov, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski |
| 2021 | Customer-Induced Planning Deviations within Order Management. Christian Fries, Thomas Bauernhansl |
| 2021 | Data Conceptual Model for Smart Poultry Farm Management System. Nikolajs Bumanis, Irina Arhipova, Liga Paura, Gatis Vitols, Liga Jankovska |
| 2021 | Data Pre-Processing Method for Industrie 4.0 Applications. Cordula Czwick, Reiner Anderl |
| 2021 | Data science - time series analysis of oil & gas production in mexican fields. María de los Ángeles Sánchez Morales, Francisca Irene Soler Anguiano |
| 2021 | Data-Driven Thermal Deviation Prediction in Turning Machine-Tool - A Comparative Analysis of Machine Learning Algorithms. Nabil Ouerhani, Bernard Loehr, Aïcha Rizzotti-Kaddouri, Dylan Santo De Pinho, Adrien Limat, Philippe Schinderholz |
| 2021 | Decarbonization Potential of Logistic 4.0 Technologies in Apple Supply Chains. Julius Brinken, Christina Pabsch, Fabian Behrendt |
| 2021 | Design and Development of an Edge-Computing Platform Towards 5G Technology Adoption for Improving Equipment Predictive Maintenance. Dimitris Mourtzis, John Angelopoulos, Nikos Panopoulos |
| 2021 | Designing a Framework for Collaborative Mixed Reality Training. Georgi Kostov, Josef Wolfartsberger |
| 2021 | Developing a Pilot Biogas-Solar PV System for Farming Communities in Botswana: Case of Palapye. Jonathan E. Bambokela, Mohamed Belaid, Edison Muzenda, Trust Nhubu |
| 2021 | Development of a framework to support informed shipbuilding based on supply chain disruptions. Katherine Smith, Rafael Diaz, Yuzhong Shen |
| 2021 | Digital Platforms for SMME Enablement. Arnesh Telukdarie, Simon P. Philbin, Bupe G. Mwanza, Megashnee Munsamy |
| 2021 | Digital Transformation in Metrology: Building a Metrological Service Ecosystem. Alexander Oppermann, Samuel Eickelberg, John Exner, Thomas Bock, Matthias Bernien, Rolf Niepraschk, Wiebke Heeren, Oksana Baer, Clifford Brown |
| 2021 | Digital Twin Architecture for Production Logistics: The Critical Role of Programmable Logic Controllers (PLCs). Matthias Thürer, Shan Shan Li, Ting Qu |
| 2021 | Digital Value Creation in sociotechnical Systems: Identification of challenges and recommendations for human work in manufacturing SMEs. Thomas Trabert, Sebastian Beiner, Claudia Lehmann, Steffen Kinkel |
| 2021 | Digitalization of High Speed Craft Design and Operation Challenges and Opportunities. Abbas Dashtimanesh, Mohammad Hossein Ghaemi, Youjiang Wang, Artur Karczewski, Rasul Niazmand Bilandi, Spyros Hirdaris |
| 2021 | Digitization of processes in manufacturing SMEs - value stream mapping and OEE analysis. Dorota Klimecka-Tatar, Manuela Ingaldi |
| 2021 | Digitization of the service provision process - requirements and readiness of the small and medium-sized enterprise sector. Manuela Ingaldi, Dorota Klimecka-Tatar |
| 2021 | Dynamic Warehouse Environments for Crane Stacking and Scheduling. Andreas Beham, Sebastian Raggl, Johannes Karder, Bernhard Werth, Stefan Wagner |
| 2021 | Dynamic adaption in cyber-physical production systems based on ontologies. Günter Bitsch, Pascal Senjic, Jeremy Askin |
| 2021 | Education 4.0: Artificial Intelligence Assisted Task- and Time Planning System. Bernhard Haderer, Monica Ciolacu |
| 2021 | Effect of Business Process Management on Level of Automation and Technologies Connected to Industry 4.0. Andrea Gazová, Zuzana Papulová, Dávid Smolka |
| 2021 | Evaluation of Variance-Covariance-Matrix Application for Identifying Temporary Demand Shifts in a Forecast Evolution System. Fabian Brockmann, Klaus Altendorfer |
| 2021 | Explainable AI for Industry 4.0: Semantic Representation of Deep Learning Models. Vagan Y. Terziyan, Oleksandra Vitko |
| 2021 | Exploiting Knowledge Graph for Multi-faceted Conceptual Modelling using GCN. Yuwei Wan, Zhenyuan Chen, Fu Hu, Ying Liu, Michael S. Packianather, Rui Wang |
| 2021 | Exploring the Potential of Transfer Learning for Chatter Detection. Hakki Özgür Ünver, Batihan Sener |
| 2021 | Facing digital transformation with resilience - operational measures to strengthen the openness towards change. Anika Peschl, Nora Johanna Schüth |
| 2021 | Fitness Landscape Analysis on Binary Dynamic Optimization Problems. Bernhard Werth, Andreas Beham, Johannes Karder, Stefan Wagner, Michael Affenzeller |
| 2021 | Flexibilization 4.0 for production manufacturing optimization. Gaspard Laouenan, Paul-Eric Dossou, Jean Delahousse |
| 2021 | Flexible job-shop scheduling with release dates, deadlines and sequence dependent setup times: a real-world case. Philipp Winklehner, Viktoria A. Hauder |
| 2021 | Flexible robotic strategy for the assembly of ring-shaped elastic objects. Andrea Monguzzi, Marco Maiocchi, Andrea Maria Zanchettin, Paolo Rocco |
| 2021 | Forming on-demand supply chain collaborations with evaluation of fit and risk. Grigory Pishchulov, Qudamah Quboa, Nikolay Mehandjiev |
| 2021 | From Remote-Controlled Excavators to Digitized Construction Sites. Johannes Schönböck, Werner Kurschl, Mirjam Augstein, Josef Altmann, Johannes Fraundorfer, Lisa-Maria Freller, Lukas Steiner, Cornelius Zysk, Marian Massegg, Stefan Gabauer |
| 2021 | GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions. Waad Almasri, Dimitri Bettebghor, Faouzi Adjed, Fakhreddine Ababsa, Florence Danglade |
| 2021 | Generalized Input-Output Hidden-Markov-Models for Supervising Industrial Processes. Georgios C. Chasparis, Sabrina Luftensteiner, Michael Mayr |
| 2021 | Generative adversarial networks with bio-inspired primary visual cortex for Industry 4.0. Vladyslav Branytskyi, Mariia Golovianko, Diana Malyk, Vagan Y. Terziyan |
| 2021 | How to adapt lean practices in SMEs to support Industry 4.0 in manufacturing. Adekunle Mofolasayo, Steven Young, Pablo Martinez, Rafiq Ahmad |
| 2021 | Human Ergonomic Simulation to Support the Design of an Exoskeleton for Lashing/De-lashing operations of Containers Cargo. Francesco Longo, Antonio Padovano, Vittorio Solina, Virginia D'Augusta, Stefan Venzl, Roberto Calbi, Michele Bartuni, Ornella Anastasi, Rafael Diaz |
| 2021 | Human gesture system in Human Robot Interaction for reliability analysis. Sotirios Panagou, Fabio Fruggiero, Alfredo Lambiase |
| 2021 | Human-Robot Collaboration: an analysis of worker's performance. Valentina De Simone, Valentina Di Pasquale, Valeria Giubileo, Salvatore Miranda |
| 2021 | Human-centered artificial intelligence for the public sector: The gate keeping role of the public procurement professional. Pross Nagitta Oluka, Godfrey Mugurusi, Peter Adoko Obicci, Emmanuel Awuor |
| 2021 | Hybrid Approach for Solving Multi-Objective Hybrid Flow Shop Scheduling Problems with Family Setup Times. Abdulrahman Nahhas, Andrey Kharitonov, Ahmad Alwadi, Klaus Turowski |
| 2021 | Identification of measures to contain the outbreaks on passenger ships using pedestrian simulations. Luca Braidotti, Serena Bertagna, Matteo Dodero, Michele Piu, Alberto Marinò, Vittorio Bucci |
| 2021 | Identifying key interactions between process variables of different material categories using mutual information-based network inference method. Shailesh Tripathi, Herbert Jodlbauer, Christian Mittermayr, Frank Emmert-Streib |
| 2021 | Implementation of Automation Technologies of Industry 4.0 in Automotive Manufacturing Companies. Zuzana Papulová, Andrea Gazová, Lubomír Sufliarský |
| 2021 | Implementation of Digital Twin-based Virtual Commissioning in Machine Tool Manufacturing. Miriam Ugarte, Leire Etxeberria, Gorka Unamuno, Jose Luis Bellanco, Eneko Ugalde |
| 2021 | Implementation of I4.0 technologies in production systems: opportunities and limits in the digital transformation. Francesco Facchini, Salvatore Digiesi, Luiz Fernando Rodrigues Pinto |
| 2021 | Improving the Interpretability of GradCAMs in Deep Classification Networks. Alfred Schöttl |
| 2021 | Industry 4.0 and Open Innovation: evidence from a case study. Barbara Bigliardi, Serena Filippelli, Leonardo Tagliente |
| 2021 | Industry 4.0 as an Enabler of Servitization in the Plant Engineering Business: Literature Review and Development of a Conceptual Research Model. Maxim Ruff, Manuel Woschank |
| 2021 | Industry 4.0 concepts and lean manufacturing implementation for optimizing a company logistics flows. Paul-Eric Dossou, Pierre Torregrossa, Thomas Martinez |
| 2021 | Industry 4.0 driven statistical analysis of investment casting process demonstrates the value of digitalisation. Rose Clancy, Ken Bruton, Dominic O'Sullivan, Dermot Keogh |
| 2021 | Innovation in a food SME to match the UN2030 sustainable development goals. Erika Pugliese, Luigino Filice, Mariacarmela Passarelli |
| 2021 | Integrated Machine Learning in Open-Ended Crane Scheduling: Learning Movement Speeds and Service Times. Johannes Karder, Andreas Beham, Bernhard Werth, Stefan Wagner, Michael Affenzeller |
| 2021 | Integrating a data analytics system in automotive manufacturing: background, methodology and learned lessons. Ángel Dacal-Nieto, Juan José Areal, Victor Alonso-Ramos, Marcos Lluch |
| 2021 | Integration of the A2C Algorithm for Production Scheduling in a Two-Stage Hybrid Flow Shop Environment. Falk T. Gerpott, Sebastian Lang, Tobias Reggelin, Hartmut Zadek, Poti Chaopaisarn, Sakgasem Ramingwong |
| 2021 | Interactive Sensor Dashboard for Smart Manufacturing. Somnath Arjun, L. R. D. Murthy, Pradipta Biswas |
| 2021 | Investigation on the acceptance of an Industry 4.0 maturity model and improvement possibilities. Alexander Kieroth, Manuel Brunner, Nadine Bachmann, Herbert Jodlbauer, Wolfgang Kurz |
| 2021 | IoT technologies for wine supply chain traceability: potential application in the Southern Apulia Region (Italy). Giulio Paolo Agnusdei, B. Coluccia, Valerio Elia, Pier Paolo Miglietta |
| 2021 | Jumpstart into AI for Engineers - on the way to become virtual. Holger Günzel, Lars Brehm, Andreas Humpe |
| 2021 | Key Performance Indicators and Industry 4.0 - A structured approach for monitoring the implementation of digital technologies. Marcello Braglia, Roberto Gabbrielli, Leonardo Marrazzini, Luca Padellini |
| 2021 | Knowledge acquisition, elicitation, and management in innovative firms. Saltanat Akhmadi, Mariza Tsakalerou |
| 2021 | Lean and green production for the modular construction. Valentina Caldarelli, Mirko Filipponi, Stefano A. Saetta, Federico Rossi |
| 2021 | Lean and industry 4.0: A leading harmony. Lina Naciri, Zineb Mouhib, Maryam Gallab, M. Nali, R. Abbou, A. Kebe |
| 2021 | Lessons Learned from Industrial Augmented Reality Applications. Gernot Stübl, Gerhard Ebenhofer, Harald Bauer, Andreas Pichler |
| 2021 | Little data is often enough for distance-based outlier detection. David Muhr, Michael Affenzeller |
| 2021 | Machine Learning based Data Stream Merging in Additive Manufacturing. Jan Zenisek, Holger Gröning, Norbert Wild, Aziz Huskic, Michael Affenzeller |
| 2021 | Machine Learning-Based Digital Twin for Monitoring Fruit Quality Evolution. Tsega Y. Melesse, Matteo Bollo, Valentina Di Pasquale, Francesco Centro, Stefano Riemma |
| 2021 | Maintenance Digital Twin using vibration data. Raffaele Abbate, Mario Caterino, Marcello Fera, Francesco Caputo |
| 2021 | Mathematical modelling of waveguide paths by electron-beam welding. Sergei Kurashkin, Vadim Tynchenko, Yuriy Seregin, Aleksandr Murygin, Alexander Lavrishchev |
| 2021 | Migrating Cyber-Physical Systems to OPC UA. Georg Buchgeher, Bernhard Dorninger, Claus Klammer, Andrea Walchshofer, Albin Kern |
| 2021 | Modeling and solving a real world machine scheduling problem with due windows and processing set restrictions. Jakob Berndorfer, Sophie N. Parragh |
| 2021 | Modelling Biomass Elemental Composition: a Neurofuzzy Approach. Obafemi O. Olatunji, Paul A. Adedeji, Nkosinathi Madushele, Stephen Akinlabi, Anthony A. DiCarlo |
| 2021 | Modelling the Water Network of a PGM Mining and Beneficiation Value Chain: A System Dynamics Approach. Joseph Mwanza, Arnesh Telukdarie |
| 2021 | Modular Robotic Prefabrication of Discrete Aggregations Driven by BIM and Computational Design. Walid Anane, Ivanka Iordanova, Claudiane Ouellet-Plamondon |
| 2021 | New Data Structures for a Flexible Order Management. Christian Fries, Eduardo Colangelo, Leonie Pollmann, Theresa-Franziska Hinrichsen, Thomas Bauernhansl |
| 2021 | On-demand forklift hailing system for Intralogistics 4.0. Florian Wahl, Matthias Breslein, Benedikt Elser |
| 2021 | Organizational Innovation Implications for Manufacturing SMEs: Findings from an Empirical Study. Ilona Baumane-Vitolina, Manuel Woschank, Madara Apsalone, Erika Sumilo, Corina Pacher |
| 2021 | Overcoming the barriers of effective implementation of manufacturing execution system in pursuit of smart manufacturing in SMEs. Gautam Dutta, Ravinder Kumar, Rahul Sindhwani, Rajesh K. Singh |
| 2021 | Packing and stacking rings into rectangular bins. Michael Scholz, Melanie Dietmeier |
| 2021 | Potential of Cross-Operational Cooperation for Implementing Hybrid, Data-Driven Business Models. Nicole Ottersböck, Tim Jeske |
| 2021 | Predicting A New Hotel Rating System by Analysing UGC Content from Tripadvisor: Machine Learning Application to Analyse Service Robots Influence. Jorge Calero-Sanz, Alicia Orea-Giner, Teresa Villacé-Molinero, Ana Muñoz-Mazón, Laura Fuentes-Moraleda |
| 2021 | Predictive Analytics for Demand Forecasting - A Comparison of SARIMA and LSTM in Retail SCM. Taha Falatouri, Farzaneh Darbanian, Patrick Brandtner, Chibuzor Udokwu |
| 2021 | Predictive discarding of wafers based on power leakage predictions from single layer misalignment data. Geert H. van Kollenburg, Mike Holenderski, Patrizia Vasquez, Nirvana Meratnia |
| 2021 | Predictive maintenance on sensorized stamping presses by time series segmentation, anomaly detection, and classification algorithms. Daniel Coelho, Diogo Costa, Eugénio M. Rocha, Duarte Almeida, José P. Santos |
| 2021 | Principles and Factors Influencing Visibility in Sustainable Supply Chains. Uje D. Apeji, Funlade T. Sunmola |
| 2021 | Process optimization in the hospital environment: a systematic review of the literature and results' analysis. Eleonora Bottani, Barbara Bigliardi, Beatrice Franchi |
| 2021 | Production flow of customized products in a digital factory. Krisztián Bakon, Tibor Holczinger, Szilárd Jaskó |
| 2021 | Production planning optimisation in a sustainable hybrid manufacturing remanufacturing production system. Houria Lahmar, Mohammed Dahane, Nadia Kinza Mouss, Mohammed Haoues |
| 2021 | Quantifying Uncertainties of Residuals in Symbolic Regression via Kriging. Kaifeng Yang, Michael Affenzeller |
| 2021 | Real-time Detection of Worker's Emotions for Advanced Human-Robot Interaction during Collaborative Tasks in Smart Factories. Alessandro Chiurco, Jessica Frangella, Francesco Longo, Letizia Nicoletti, Antonio Padovano, Vittorio Solina, Giovanni Mirabelli, Claudia Citraro |
| 2021 | Real-time estimation of upper limbs kinematics with IMUs during typical industrial gestures. Elisa Digo, Laura Gastaldi, Mattia Antonelli, Stefano Pastorelli, Andrea Cereatti, Marco Caruso |
| 2021 | Reconfiguration effort based optimization for design problem of Reconfigurable Manufacturing System. Muhammad Ameer, Mohammed Dahane |
| 2021 | Redesign of Supply Chain in Fashion Industry based on Strategic Engineering. Agostino G. Bruzzone, Marina Massei, Marco Frosolini |
| 2021 | Reference Architecture for an Integrated and Synergetic Use of Digital Tools in Education 4.0. Thomas Goldin, Erwin Rauch, Corina Pacher, Manuel Woschank |
| 2021 | Retrofitting of legacy machines in the context of Industrial Internet of Things (IIoT). Sri Sudha Vijay Keshav Kolla, Diogo Machado Lourenço, Atal Anil Kumar, Peter W. Plapper |
| 2021 | Revolution of Retail Industry: From Perspective of Retail 1.0 to 4.0. Loh Li Har, Umi Kartini Rashid, Lee Te Chuan, Seah Choon Sen, Loh Yin Xia |
| 2021 | Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers. Jorge Martinez-Gil, Georg Buchgeher, David Gabauer, Bernhard Freudenthaler, Dominik Filipiak, Anna Fensel |
| 2021 | Selection criteria for planning cold food chain traceability technology enabling industry 4.0. Samantha Islam, Louise Manning, Jonathan M. Cullen |
| 2021 | Selective Laser Melting of AISI H10 (32CrMoV12-28) with substrate preheating for crack prevention. Norbert Wild, Jochen Giedenbacher, Aziz Huskic, Jan Zenisek, Josef Wolfartsberger |
| 2021 | Selective Maintenance Optimization of a Multi-component System based on Simulated Annealing Algorithm. Pravin P. Tambe |
| 2021 | Ship design assessment through virtual prototypes. Matteo Dodero, Serena Bertagna, Luca Braidotti, Alberto Marinò, Vittorio Bucci |
| 2021 | Simulation of temperature control and irrigation time in the production of tulips using Fuzzy logic. Honorato Ccalli Pacco |
| 2021 | Smart extensions to regular cameras in the industrial environment. Samuel Brezani, R. Hrasko, Peter Vojtás |
| 2021 | Smart strategies for household food waste management. Federica Cappelletti, Alessandra Papetti, Marta Rossi, Michele Germani |
| 2021 | Software for optimization of beam output during electron beam welding of thin-walled structures. Vadim Tynchenko, Sergei Kurashkin, Alexander Murygin, Aleksey Bocharov, Yuriy Seregin |
| 2021 | Strategic Overview on Fuel Cell-Based Systems for Mobility and Electrolytic Cells for Hydrogen Production. P. Fragiacomo, F. Piraino, M. Genovese, O. Corigliano, G. De Lorenzo |
| 2021 | Systematic Development of a Competence Profile for Industrial Logistics Engineering Education. Corina Pacher, Manuel Woschank, Erwin Rauch, Bernd M. Zunk |
| 2021 | TRAINMAN-MAGOS: capture of dexterous assembly manufacturing know-how as a new efficient approach to support robotic automation. Ángel Dacal-Nieto, Greg Agriopoulos, Teresa Méndez, Julián D. Calle, Rubén Paz-Cibeira, Vasilapostolos Ouranis, Carmen Fernández-González |
| 2021 | Text mining techniques for the management of predictive maintenance. Giancarlo Nota, Alberto Postiglione, Rosario Carvello |
| 2021 | The Future of Cybersecurity: A System Dynamics Approach. Chuks N. Medoh, Arnesh Telukdarie |
| 2021 | The Future of the Automotive Manufacturing Industry in Developing Nations: A Case Study of its Sustainability Based on South Africa's Paradigm. John M. Ikome, Opeyeolu Timothy Laseinde, Mukondeleli G. Kanakana-Katumba |
| 2021 | The Integration of Smart Systems in the Context of Industrial Logistics in Manufacturing Enterprises. Manuel Woschank, Daniel Steinwiedder, Alexander Kaiblinger, Philipp Miklautsch, Corina Pacher, Helmut E. Zsifkovits |
| 2021 | The digitalization of supply chain: a review. Barbara Bigliardi, Serena Filippelli, Alberto Petroni, Leonardo Tagliente |
| 2021 | The evolution of RFID technology in the logistics field: a review. Giorgia Casella, Barbara Bigliardi, Eleonora Bottani |
| 2021 | The future developments of Hybrid and electrical propulsion for small vessel, according to new possibilities offered by Industry 4.0. Valerio Ruggiero |
| 2021 | The role of 4IR technologies in waste management practices-a bibliographic analysis. Radhakrishnan Viswanathan, Arnesh Telukdarie |
| 2021 | The role of Big Data in the business challenge of Covid-19: a systematic literature review in managerial studies. Michela Piccarozzi, Barbara Aquilani |
| 2021 | Thermal annealing as a post-process for additively manufactured Ultem 9085 parts. Ariadna Chueca de Bruijn, Giovanni Gómez-Gras, Marco A. Pérez |
| 2021 | Toward Sustainable Reconfigurable Manufacturing Systems (SRMS): Past, Present, and Future. Abdelhak Dahmani, Lyès Benyoucef, Jean-Marc Mercantini |
| 2021 | Towards Autonomous Production: Enhanced Meta-heuristics Algorithm. Rotimi Ogunsakin, Nikolay Mehandjiev |
| 2021 | Towards Large Parts Manufacturing in Additive Technologies for Aerospace and Automotive applications. Antonio Bacciaglia, Alessandro Ceruti, Alfredo Liverani |
| 2021 | Towards a formal model of computation for RMAS. Massimiliano Pirani, Andrea Bonci, Sauro Longhi |
| 2021 | Towards the assessment of performance-based interactions in collaborative CPPS. Jose Antonio Mulet Alberola, Irene Fassi |
| 2021 | Understanding how Additive Manufacturing influences organizations' strategy in knowledge economy. Soraya Dias, Pedro Espadinha-Cruz, Florinda Matos |
| 2021 | Unintentional Compromising Electromagnetic Emanations from IT Equipment: A Concept Map of Domain Knowledge. Maxwell Martin, Funlade T. Sunmola, David Lauder |
| 2021 | Unsupervised approach for online outlier detection in industrial process data. Michal Bechný, Johannes Himmelbauer |
| 2021 | Use of transfer learning for detection of structural alterations. Guillermo Reyes-Carmenaty, Marco A. Pérez |
| 2021 | Using Heterogeneous Model Ensembles to Improve the Prediction of Yeast Contamination in Peppermint. Stefan Anlauf, Andreas Haghofer, Karl Dirnberger, Stephan M. Winkler |
| 2021 | Virtual Reality Overhead Crane Simulator. Massimiliano Masullo, Aniello Pascale, Roxana Adina Toma, Gennaro Ruggiero, Luigi Maffei |
| 2021 | Visualization and clustering for rolling forecast quality verification: A case study in the automotive industry. Jamilya Nurgazina, Thomas Felberbauer, Bernward Asprion, Pavan Pinnamaraju |
| 2021 | Which are lifecycle phases considered for Circular Economy evaluation in the Agri-food sector? Tommaso Gallo, Chiara Cagnetti, Cecilia Silvestri, Luca Silvestri, Alessandro Ruggieri |
| 2021 | Which tools are needed to implement Lean Production in an Industry 4.0 environment? A literature review. Luca Silvestri, Tommaso Gallo, Cecilia Silvestri |
| 2021 | Work Engagement Recognition in Smart Office. Congcong Ma, Carman Ka Man Lee, Juan Du, Qimeng Li, Raffaele Gravina |
| 2021 | Workers benchmarking using multi-directional efficiency analysis in a manufacturing production system. Eugénio M. Rocha, Ângela F. Brochado, Ana Moura |
| 2021 | Working world 4.0: will everything remain different?! "AWA" project examines the changes of digitalization on a company level. Catharina Stahn, Veit Hartmann, Amelia Koczy |