| 2021 | 19th IEEE International Conference on Industrial Informatics, INDIN 2021, Palma de Mallorca, Spain, July 21-23, 2021 |
| 2021 | A Custom Brace Design to Connect a User Limb to an Exoskeleton Link with Minimal Discomfort. Suleyman Can Cevik, Mustafa Derman, Ramazan Unal, Barkan Ugurlu, Ozkan Bebek |
| 2021 | A Framework for Fault Diagnosis using Continuous Bayesian Network and Causal Inference. Asif Hanif, Saad Ali, Ali Ahmed |
| 2021 | A Grid-Structured Model of Tubular Reactors. Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin |
| 2021 | A Predicting Model For Accounting Fraud Based On Ensemble Learning. Yunchuan Sun, Zixiu Ma, Xiaoping Zeng, Yao Guo |
| 2021 | A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0. Marwin Züfle, Joachim Agne, Johannes Grohmann, Ibrahim Dörtoluk, Samuel Kounev |
| 2021 | A deep attention-driven model to forecast solar irradiance. Abdelkader Dairi, Fouzi Harrou, Ying Sun |
| 2021 | Adaptive Canonical Correlation Analysis Method Based on Forgetting Factor for Fault Detection. Jian Guan, Jinghui Yang, Guang Wang |
| 2021 | Adoption of digital technologies during the COVID-19 pandemic: Lessons learned from collaborative Academia-Industry R&D case studies. Ana Correia Simões, Filipe Ferreira, Hélio Castro, Pedro P. Senna, Daniela Silva, Gustavo Dalmarco |
| 2021 | An Automated Semantic Planning Framework applied in a Cloud Manufacturing Domain. Timon Höbert, Munir Merdan, Wilfried Lepuschitz |
| 2021 | An Autonomous Mobile Robot Navigation Architecture for Dynamic Intralogistics. David Taranta, Francisco Marques, André Lourenço, Pedro Alexandre Prates, Alexandre Souto, Eduardo Pinto, José Barata |
| 2021 | An Ensemble Approach for Fault Diagnosis via Continuous Learning. Dapeng Zhang, Zhiwei Gao |
| 2021 | An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS. Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann |
| 2021 | AnaMap: A Methodology of Simulation and Visualization for Actual Farmland Topography. Fan Yang, Lei Shu, Xuying Wang |
| 2021 | Analysis of Latency and Reliability Improvement with Multi-Link Operation over 802.11. Guillermo Lacalle, Iñaki Val, Oscar Seijo, Mikel Mendicute, Dave Cavalcanti, Javier Perez-Ramirez |
| 2021 | Anomaly Detection in the Time Series Data from Fehn Pollux Ship with ECO Flettner Rotor. Farzaneh Nourmohammadi, Allanazar Jumabayev, Elmar Wings |
| 2021 | Application of Deep Neural Network on Net Photosynthesis Modeling. Ying Qu, Anders Clausen, Bo Nørregaard Jørgensen |
| 2021 | Automated Deviation Detection for Partially-Observable Human-Intensive Assembly Processes. Ouijdane Guiza, Christoph Mayr-Dorn, Georg Weichhart, Michael Mayrhofer, Bahman Bahman Zangi, Alexander Egyed, Björn Fanta, Martin Gieler |
| 2021 | Automated Pruning of Neural Networks for Mobile Applications. Andreas Glinserer, Martin Lechner, Alexander Wendt |
| 2021 | Automatic classification of EEG signals via deep learning. Tao Wu, Xiangzeng Kong, Yiwen Wang, Xue Yang, Jingxuan Liu, Jun Qi |
| 2021 | Blockchain Based Global Financial Service Platform. Mingyang Zhang, Yingjun Li, Chonghe Zheng, Xu Han, Haisong Gu, Heping Pan |
| 2021 | Blockchain application in simulated environment for Cyber-Physical Systems Security. Riccardo Colelli, Chiara Foglietta, Roberto Fusacchia, Stefano Panzieri, Federica Pascucci |
| 2021 | Board-to-Board connector mating using data-driven approach. Hsien-I Lin, Ashutosh Kumar Singh |
| 2021 | Business Analytical Framework for the Manufacturing Industry. Emanuel Lima, Roy Bayot, Paulo C. Brito, Nelson Rodrigues, Bruno Ribeiro, Nuno Lopes |
| 2021 | Chinese Value Investing Theory and Quantitative Technology. Heping Pan |
| 2021 | Cloud Simulation for Continuous Integration and Deployment in Robotics. Sérgio Teixeira, Rafael Arrais, Germano Veiga |
| 2021 | Comparison of PMSMs Motor Current Signature Analysis and Motor Torque Analysis Under Transient Conditions. Andrea Bonci, Marina Indri, Renat Kermenov, Sauro Longhi, Giacomo Nabissi |
| 2021 | Constraint Checking of Skills using SHACL. Aljosha Köcher, Luis Miguel Vieira da Silva, Alexander Fay |
| 2021 | Convolutional LSTM Network for forecasting correlations between stocks based on spatiotemporal sequence. Jiaqi Sun, Yong Jiang, Jianwu Lin |
| 2021 | Cyber-physical automation systems modelling with IEC 61499 for their formal verification. Midhun Xavier, Sandeep Patil, Valeriy Vyatkin |
| 2021 | Data Acquisition, Filtering and Buffering Protocol Design for Edge Computing Nodes. Xinyi Xu, Wenbin Dai |
| 2021 | Deep Learning with Accelerated Execution: A Real-Time License Plate Localisation System. Jimmy Ma, Zoran Salcic |
| 2021 | Deep Reinforcement Learning with Adjustments. Hamed Khorasgani, Haiyan Wang, Chetan Gupta, Susumu Serita |
| 2021 | Defect Detection Using Deep Lifelong Learning. Chien-Hung Chen, Cheng-Hao Tu, Jia-Da Li, Chu-Song Chen |
| 2021 | Development and Deployment of Complex Robotic Applications using Containerized Infrastructures. Pedro Melo, Rafael Arrais, Germano Veiga |
| 2021 | Development of Cloud-Edge Collaborative Digital Twin System for FDM Additive Manufacturing. Liang Guo, Yunxi Cheng, Yu Zhang, Yingfu Liu, Changcheng Wan, Jing Liang |
| 2021 | Diagnosis for IGBT Open-circuit Faults in Photovoltaic Inverters: A Compressed Sensing and CNN based Method. Xinyi Wang, Bo Yang, Qi Liu, Jingzheng Tu, Cailian Chen |
| 2021 | Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues. Vinko Lesic, Filip Vrbanc, Nikica Peric, Anita Banjac, Hrvoje Novak, Luka Jelic |
| 2021 | Dual Stationary Frame Control of Inverter-based Resources for Reliable Phase Selection. Abdallah A. Aboelnaga, Maher A. Azzouz |
| 2021 | Dynamic Multi-Loss Weighting for Multiple People Tracking in Video Surveillance Systems. Xuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo |
| 2021 | Enhancing MQTT with Real-Time and Reliable Communication Services. Ehsan Shahri, Paulo Pedreiras, Luís Almeida |
| 2021 | Explainable Machine Learning for Improving Logistic Regression Models. Yimin Yang, Min Wu |
| 2021 | Extending design automation by integrating external services for product design. Liang Zhang, Andrei Lobov |
| 2021 | Fault Classification for Wind Turbine Benchmark Model Based on Hilbert-Huang Transformation and Support Vector Machine Strategies. Yichuan Fu, Zhiwei Gao, Aihua Zhang, Xiaoxu Liu |
| 2021 | Fault Detection in Railway Switches using Deformable Convolutional Neural Networks. Robert F. Maack, Hasan Tercan, Alexia Fenollar Solvay, Maximilian Mieth, Tobias Meisen |
| 2021 | Fault Detection in Solar PV Systems Using Hypothesis Testing. Fouzi Harrou, Bilal Taghezouit, Benamar Bouyeddou, Ying Sun, Amar Hadj Arab |
| 2021 | Fault Diagnosis of Analog Circuit based On Wavelet Packet Analysis and SVD. Yang Zhang, Aihua Zhang, Danlu Yu |
| 2021 | Fault Recognition of Analog Circuits Based on Ultra-Lightweight Subspace Attention Module. Aihua Zhang, Xinglong Yu, Yang Zhang |
| 2021 | Fine-grained Access Control for Time-Series Databases using NGAC. Alex Chiquito, Ulf Bodin, Olov Schelén |
| 2021 | Fixed-time Trajectory Tracking Control of a Wheeled Mobile Robot. Chenghu Wang, Bo Li, Haichao Zhang, Bing Xiao, Wenquan Gong |
| 2021 | From Face to Face to Hybrid Teaching: an Experience on Process Plant Automation Laboratory Course during Global Pandemic. Udayanto Dwi Atmojo, Mohammad Azangoo, Valeriy Vyatkin, Ilkka Seilonen |
| 2021 | Hierarchical Reinforcement Learning for Waypoint-based Exploration in Robotic Devices. Jonas Zinn, Birgit Vogel-Heuser, Fabian Schuhmann, Luis Alberto Cruz Salazar |
| 2021 | Hyperparameter Tuning and Feature Selection for Improving Flow Instability Detection in Offshore Oil Wells. Bruno Guilherme Carvalho, Ricardo Emanuel Vaz Vargas, Ricardo Menezes Salgado, Celso José Munaro, Flávio Miguel Varejão |
| 2021 | Improving Code Reuse between Industrial Embedded Systems and Discrete Event Simulators. Niclas Ericsson, Johan Åkerberg, Mats Björkman, Tomas Lennvall, Stig Larsson, Hongyu Pei Breivold |
| 2021 | Indirect Mass Flow Estimation based on Power Measurements of Conveyor Belts in Mineral Processing Applications. Bernhard Heinzl, Jorge Martinez-Gil, Johannes Himmelbauer, Michael Rossbory, Christian Hinterdorfer, Christian Hinterreiter |
| 2021 | Influence of Roll-off Pulse Shaping on a Parallel Sequence Spread Spectrum Signal. Elias L. Peter, Wolfgang Endemann, Rüdiger Kays |
| 2021 | Integration of a formal specification approach into CPPS engineering workflow for machinery validation. Birgit Vogel-Heuser, Christoph Huber, Suhyun Cha, Bernhard Beckert |
| 2021 | Learning-based Co-Design of Distributed Edge Sensing and Transmission for Industrial Cyber-Physical Systems. Tiankai Jin, Zhiduo Ji, Shanying Zhu, Cailian Chen |
| 2021 | Learning-based Edge Computing Architecture for Regional Scheduling in Manufacturing System. Tianfang Xue, Peng Zeng, Haibin Yu |
| 2021 | Machine Learning Support for Repetitive Tasks in Metal Processing SMEs. Bernhard Girsule, Gernot Rottermanner, Christian Jandl, Thomas Moser |
| 2021 | Migrating Engineering Tools Towards an AutomationML-Based Engineering Pipeline. Anna-Kristin Behnert, Felix Rinker, Arndt Lüder, Stefan Biffl |
| 2021 | Model-checking infinite-state nuclear safety I&C systems with nuXmv. Antti Pakonen |
| 2021 | Modeling of IEEE1451-Standardized Low Power Wide Area Networks. Yang Wei, Yucheng Liu, Kim Fung Tsang, Hao Wang |
| 2021 | Monitoring of Human-Intensive Assembly Processes Based on Incomplete and Indirect Shopfloor Observations. Ouijdane Guiza, Christoph Mayr-Dorn, Georg Weichhart, Michael Mayrhofer, Bahman Bahman Zangi, Alexander Egyed, Björn Fanta, Martin Gieler |
| 2021 | Multi-Robot Multiple Camera People Detection and Tracking in Automated Warehouses. Michela Zaccaria, Mikhail Giorgini, Riccardo Monica, Jacopo Aleotti |
| 2021 | Multifractal Spectrum and Higher Order Statistics for the Detection of Field Winding Faults in Wound Field Synchronous Motors. Miguel Enrique Iglesias Martínez, Jose A. Antonino-Daviu, Carlos A. Platero, Larisa Dunai, J. Alberto Conejero, Pedro Fernández de Córdoba |
| 2021 | Network Transparent Decrypting of Cryptographic Stream Considering Service Provision at the Edge. Hiroki Hiraga, Hiroaki Nishi |
| 2021 | Novelty Detection for Iterative Learning of MIMO Fuzzy Systems. Jorge Sampaio Silveira Junior, Jérôme Mendes, Rui Araújo, João Ruivo Paulo, Cristiano Premebida |
| 2021 | Object Shape Error Correction using Deep Reinforcement Learning for Multi-Station Assembly Systems. Sumit Sinha, Pasquale Franciosa, Dariusz Ceglarek |
| 2021 | Open Set Recognition for Machinery Fault Diagnosis. Jiawen Xu, Matthias Kovatsch, Sergio Lucia |
| 2021 | Overview and Trends for Application of AI Methods for Product Design. Brikene Berisha, Andrei Lobov |
| 2021 | Platform Generation for Edge AI Devices with Custom Hardware Accelerators. Leon Hielscher, Alexander Bloeck, Alexander Viehl, Sebastian Reiter, Marc Staiger, Oliver Bringmann |
| 2021 | Practical Aspects for Exploration and Analysis of Manual Interventions in Process Plants. Benedikt Schmidt, Reuben Borrison, Marco Gärtler, Sylvia Maczey, Arzam Kotriwala |
| 2021 | Promela Formal Modelling and Verification of IEC 61499 Systems with comparison to SMV. Viktor Shatrov, Valeriy Vyatkin |
| 2021 | QoS-Aware Heterogeneous Data Transmission Mechanism for Industrial IoT Systems. Cheng Ren, Cailian Chen, Mingyan Li, Xinping Guan |
| 2021 | Quantification of Defects with Point-Focusing Shear Horizontal Guided Wave EMAT Using Deep Residual Network. Hongyu Sun, Songling Huang, Shen Wang, Wei Zhao, Lisha Peng |
| 2021 | Recommendation System using Reinforcement Learning for What-If Simulation in Digital Twin. Flávia Pires, Bilal Ahmad, António Paulo Moreira, Paulo Leitão |
| 2021 | Reinforcement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems. Raphael Lamprecht, Ferdinand Wurst, Marco F. Huber |
| 2021 | Reliable Real-time Destination Prediction. Gregory Meyers, Miguel Martínez-García, Yu Zhang, Yudong Zhang |
| 2021 | Remote E-Learning for Cyber-Physical Production Systems in Higher Education. Ricardo Silva Peres, José Barata |
| 2021 | Reuse Assessment of IEC 61131-3 Control Software Modules Using Metrics - An Industrial Case Study. Juliane Fischer, Birgit Vogel-Heuser, Christoph Huber, Markus Felger, Matthias Bengel |
| 2021 | Review on Oversampling Approaches for Control and Estimation in Electrical Drives. Niko Nevaranta |
| 2021 | Robotic Grasp Detection by Rotation Region CNN. Hsien-I Lin, Hong-Qi Chu |
| 2021 | Service-based integration of modular control components in digital manufacturing platforms. Jonathan Fuchs, Ruwen Schneider, Sascha Julian Oks, Jörg Franke |
| 2021 | Social Economy Association Analysis for the 2020 Presidential Election with Semi-Covariance. Yaqian Alicia Qi, Yu Andy Li, Jiamin Moran Huang, Jun Steed Huang, Heping Pan |
| 2021 | Stacked denoising autoencoder for infrared thermography image enhancement. Ziang Wei, Henrique C. Fernandes, Jose Ricardo Tarpani, Ahmad Osman, Xavier Maldague |
| 2021 | Standards and Interoperability in Industrial Electronics - A Trending View. Victor Huang, Hiroaki Nishi, António Espírito-Santo, Allen Chen, Dietmar Bruckner |
| 2021 | Stock-bond Yield Correlation Analysis based on Natural Language Processing. Yueyue Xu, Ying Kong, Jianwu Lin |
| 2021 | Synergetic Control of Fixed-wing UAVs in the Presence of Wind Disturbances. Gennady E. Veselov, Aline Ingabire |
| 2021 | Tensor Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI data with Spatio-temporal Similarity Measurement. Yu Zhang, Po Yang, Vitaveska Lanfranchi |
| 2021 | The 5G Transparent Clock: Synchronization Errors in Integrated 5G-TSN Industrial Networks. Tobias Striffler, Hans D. Schotten |
| 2021 | The Correction of the Nozzle-Bed-Distance in Robotic Fused Deposition Modeling. Gian Frederik Mewes, Alexander Fay |
| 2021 | The Role of Service Contracts in Interoperability Mismatch Identification. Cristina Paniagua |
| 2021 | The digital twin as an enabler of digital transformation: a sociotechnical perspective. Eric S. Rebentisch, Donna H. Rhodes, António Lucas Soares, Ricardo Zimmermann, Sérgio M. O. Tavares |
| 2021 | Towards Policy-based Task Self-Reallocation in Dynamic Edge Computing Systems. Victor Pazmino Betancourt, Bo Liu, Jürgen Becker |
| 2021 | Towards establishing formal verification and inductive code synthesis in the PLC domain. Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich |
| 2021 | Towards the generic integration of agent-based AASs and Physical Assets: a four-layered architecture approach. Alejandro López, Oskar Casquero, Elisabet Estévez, Paulo Leitão, Marga Marcos |
| 2021 | TruckTrix Nikolay Belov, Carlos Eduardo Viol Barbosa, Felix Keppler, Julius Kolb, Gunter Nitzsche, Sebastian Wagner |
| 2021 | Tuning of a simulation model for the assessment of Functional Safety over Wi-Fi. Alberto Morato, Giovanni Peserico, Tommaso Fedullo, Federico Tramarin, Stefano Vitturi |
| 2021 | Using In-Browser Augmented Reality to Promote Knowledge-Based Engineering throughout the Product Life Cycle. Anna Florea, Andrei Lobov, Tatiana Minav |
| 2021 | Utilizing an Enterprise Architecture Framework for Model-Based Industrial Systems Engineering. Christoph Binder, Werner Leiter, Oliver Joebstl, Lukas Mair, Christian Neureiter, Arndt Lüder |
| 2021 | knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0. Sergio Álvarez-Napagao, Boki Ashmore, Marta Barroso, Cristian Barrué, Christian Beecks, Fabian Berns, Ilaria Bosi, Sisay Adugna Chala, Nicola Ciulli, Marta Garcia-Gasulla, Alexander Grass, Dimosthenis Ioannidis, Natalia Jakubiak, Karl Köpke, Ville Lämsä, Pedro Megias, Alexandros Nizamis, Claudio Pastrone, Rosaria Rossini, Miquel Sànchez-Marrè, Luca Ziliotti |