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ORCID21st INDIN 2023: Lemgo, Germany
- 21st IEEE International Conference on Industrial Informatics, INDIN 2023, Lemgo, Germany, July 18-20, 2023. IEEE 2023, ISBN 978-1-6654-9313-0
- Melisa López, Sebastian Bro Damsgaard, Akif Kabaci, Weifan Zhang
, Himanshu Sharma, Sepideh Valiollahi, Ignacio Rodriguez, Preben Mogensen:
Towards the 5G-Enabled Factories of the Future. 1-8 - Kedar Naik, Dominik Welte, Stefan Oechsle, Florian Frick, Armin Lechler, Manuel Schappacher, Axel Sikora:
Methodology and Implementation for Monitoring Precise Time Synchronisation in TSN. 1-6 - Xiaofei Wang, Herbert Schuster, Reuben Borrison, Benjamin Klöpper:
Technical Debt Management in Industrial ML - State of Practice and Management Model Proposal. 1-9 - Alexander Keusch, Thomas Hiessl, Martin Joksch, Axel Sündermann, Daniel Schall, Stefan Schulte:
Edge Intelligence for Detecting Deviations in Batch-based Industrial Processes. 1-8 - Kirana Astari Pranoto, Wahyu Caesarendra, Mohamad Iskandar Petra, Grzegorz Królczyk, Mochamad Denny Surindra, Putri Wulandari Yoyo:
Burrs and Sharp Edge Detection of Metal Workpiece Using CNN Image Classification Method for Intelligent Manufacturing Application. 1-7 - Kathrin Land, Luis Gustavo Nardin, Birgit Vogel-Heuser:
Increasing Robustness of Agents' Decision-Making in Production Automation using Sanctioning. 1-6 - Moritz Allmendinger, Nicolaj C. Stache, Frank Tränkle:
Integration of Reinforcement Learning into Fluid Control Systems. 1-6 - Mikael Filppula, Petri Kannisto, David Hästbacka:
Open Data Platform Tools for Energy Service Ecosystem in Urban Superblocks. 1-5 - Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler:
Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. 1-7 - Valentin Grimm, Jonas Potthast, Jessica Rubart:
Motivational Exploration of Explanations in Industrial Analytics*. 1-6 - David Ginthoer, Henrik Klessig:
Robot Motion Control Offloading in 5G Network Using Trajectory Interpolation. 1-6 - Burak Ozkaynak, Barkan Ugurlu:
Preview Control-based Jumping and Spot-Jogging Trajectory Generation for Quadruped Robots. 1-6 - Yanqi Lu, Weiran Yao, Xiaolei Li, Guanghui Sun:
Non-singular Terminal Sliding Mode Tracking Control with Synchronization in the Cable Space for Cable-Driven Parallel Robots. 1-6 - Chao Yang, Congcong Zhang, Junxiang Wang, Qiang Liu:
Deep Autoencoder With Orthogonal Features for Process Monitoring. 1-5 - Aimal Khan, Tobias König, Florian Liebgott, Thomas Greiner:
External Magnetic Interference Classification in Magnetostrictive Position Sensors using Neuro-Symbolic AI with Log-Likelihood Ratios. 1-6 - Christoph Binder, Ambra Calà, Jan Vollmar, Christian Neureiter, Arndt Lüder:
Model-driven Engineering of flexible Production Systems with the RAMI Toolbox. 1-8 - Arne De Temmerman, Matthias De Ryck, Tom Hellemans, Mathias Verbeke:
Infrared hyperspectral analysis for non-invasive, inline fat content determination in bakery products. 1-7 - Marvin Schieseck, Philip Topalis, Alexander Fay:
A Graphical Modeling Language for Artificial Intelligence Applications in Automation Systems. 1-7 - Omar Ismail, Alexander Fay:
Optimizing Virtual Commissioning of a Robotic System using Process Mining and Footprints Conformance Checking. 1-6 - Markus Reinke, Erika Root, Christine Rosinger:
Application of the Interoperability Score in the home and building domain. 1-7 - Kanako Amano, Anna Komori, Saki Nakazawa, Yuka Kato:
Adaptive Navigation Method for Mobile Robots in Various Environments using Multiple Control Policies. 1-6 - Benjamin Uhrich, Nikolai Hlubek, Tim Häntschel, Erhard Rahm:
Using differential equation inspired machine learning for valve faults prediction. 1-8 - Eduard Hirsch, Simon Hoher, Stefan Huber:
An OPC UA-based industrial Big Data architecture. 1-7 - Siegfried Hollerer, Wolfgang Kastner, Thilo Sauter:
Safety and Security: A Field of Tension in Industrial Practice. 1-7 - Marco Ehrlich, Andre Bröring, Christian Diedrich, Jürgen Jasperneite, Wolfgang Kastner, Henning Trsek:
Determining the Target Security Level for Automated Security Risk Assessments. 1-6 - Denis Gustin, Timo Siekmann, Björn Kroll, Philip Kleen, Sebastian Schriegel, Jürgen Jasperneite:
Outdoor Field Test of 5G-based V2X Communication for Real-Time Monitoring and Remote Control of a Monorail Vehicle. 1-6 - Zhuang Wang, Zhenpo Wang, Jianhong Liu, Guoqiang Li:
Detection and Mitigation of GPS Attack via Cooperative Localization. 1-6 - Hannes Waclawek, Georg Schäfer, Christoph Binder, Eduard Hirsch, Stefan Huber:
Digital Twins of Business Processes as Enablers for IT / OT Integration. 1-7 - Julius Wörner, Helene Dörksen, Miriam Pein-Hackelbusch:
Key Indicators for the Discrimination of Wines by Electronic Noses. 1-7 - Jörn Tebbe, Thomas Pawlik, Marc Trilling, Jannis Löbner, Markus Lange-Hegermann, Jan Schneider:
Holistic optimization of a dynamic cross-flow filtration process towards a cyber-physical system. 1-7 - Evrim Ozmermer, Qiang Li:
Self-supervised Learning with Temporary Exact Solutions: Linear Projection. 1-7 - Bernardo Cabral, Pedro Costa, Tiago Fonseca, Luis Lino Ferreira, Luís Miguel Pinho, Pedro Ribeiro:
A Scalable Clustered Architecture for Cyber-Physical Systems. 1-6 - William J. Tubbs, Mehmet Mercangöz:
Using Prior Knowledge to Improve Adaptive Real Time Exploration and Optimization. 1-8 - Pushparaj Bhosale, Wolfgang Kastner, Thilo Sauter:
Integrated Safety-Security Risk Assessment for Production Systems: A Use Case Using Bayesian Belief Networks. 1-6 - Michael Kieviet, Padma Iyenghar:
Integration of Machine Learning Safety Functions in the Ontology of Functional Safety. 1-5 - Lucas Artmann, Yilun Sun, Valentin Ameres, Linus Elbs, Tim C. Lueth:
Small and Medium Scale Automation in iPS cell Culture utilizing AI Based Learning and Machine Vision. 1-6 - Yacine Belguermi, Patrice Wira, Gilles Hermann:
A multi-output LSTM-CNN learning scheme for power disaggregation within a NILM framework. 1-6 - Akin Eker, Theo Tryfonas, George Oikonomou:
A Conceptual Architecture for Scalable Multi-Application Support in Blockchain-based IoT Environments. 1-6 - Ederson Ribas Machado, Max Feldman, Ivan Müller:
A Container-based Architecture to Provide Services from SDR Devices. 1-6 - Midhun Xavier, Parvathy Sobha, Sandeep Patil, Valeriy Vyatkin:
DeLMS: A decentralized learning management system using Ethereum smart contracts and IPFS. 1-6 - Mochammad Rizky Diprasetya, Steve Yuwono, Marlon Löppenberg, Andreas Schwung:
Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation. 1-7 - Chao Ouyang, Haijun Zhang, Xiangyu Mu, Zhou Wu, Wei Dai:
E-VarifocalNet: A Lightweight Model to Detect Insulators and Their Defects under Power Grid Surveillance. 1-6 - Chiara Bodei, Marco De Vincenzi, Ilaria Matteucci:
From Hardware-Functional to Software-Defined Vehicles and their Security Issues. 1-10 - Steven Koppert, Maximilian Bause, Christian Henke, Ansgar Trächtler:
Learning the Automated Setup of Profile Wrapping Lines for New Products from Few Past Setups. 1-6 - Michael Gundall, Christopher Huber, Hans D. Schotten:
Extended Reference Broadcast Infrastructure Synchronization Protocol in 5G and Beyond. 1-6 - Zhipeng Yuan, Kang Liu, Shunbao Li, Po Yang:
Automatic Generation of Visual Concept-based Explanations for Pest Recognition. 1-6 - Dorothea Pantfoerder, Birgit Vogel-Heuser, Joseph Alterbaum, Linda Rudolph, Felix Ocker:
An Information Model for Modernizing Brownfield Plants in the Process Industry. 1-8 - Andreas Walz, Karl-Heinz Niemann, Julian Göppert, Kai Fischer, Simon Merklin, Dominik Ziegler, Axel Sikora:
PROFINET Security: A Look on Selected Concepts for Secure Communication in the Automation Domain. 1-6 - Janis Albrecht, Alexander Biendarra, Jürgen Jasperneite:
Increasing Ethernet TSN Multi-Protocol Interoperability by Algorithmic Configuration Merge. 1-6 - Peter Wißbrock, David Pelkmann, Yvonne Richter:
Discussion of Features for Acoustic Anomaly Detection under Industrial Disturbing Noise in an End-of-Line Test of Geared Motors. 1-8 - Mehdi Rafiei, Dat Thanh Tran, Alexandros Iosifidis:
Recognition of Defective Mineral Wool Using Pruned ResNet Models. 1-6 - Tizian Dagner, Selin Kesler:
Individualized Clustered Cooperative Communication Units in Automated Electrical Routing in 3D CAD. 1-7 - Christopher Beck, Luca Brodo, Camila Belen Quintanilla Docmac, Stefan Henkler, Achim Rettberg, Kristian Rother:
Introducing a group-based remote laboratory for embedded education. 1-6 - Selina Ramm, Tanja Hernández Rodríguez, Björn Frahm, Miriam Pein-Hackelbusch:
Systematic Preprocessing of Dielectric Spectroscopy Data and Estimating Viable Cell Densities. 1-6 - Thomas Kampa, Amer El-Ankah, Daniel Grossmann:
High Availability for virtualized Programmable Logic Controllers with Hard Real-Time Requirements on Cloud Infrastructures. 1-8 - Julius Pfrommer, Matthieu Poyer, Saksham Kiroriwal:
Reduce the Handicap: Performance Estimation for AI Systems Safety Certification. 1-7 - Victor Zhidchenko, Egor Startcev, Juha Kortelainen, Akhtar Zeb, Leo Torvikoski, Saeid Torkabadi, Heikki Handroos:
A microservices-based architecture for data and software management of heavy equipment digital twins. 1-8 - Mattia Fanan, Claudio Baron, Ruggero Carli, Marc-Aurèle Divernois, Jean-Christophe Marongiu, Gian Antonio Susto:
Anomaly Detection for Hydroelectric Power Plants: a Machine Learning-based Approach. 1-6 - Fandi Bi, Birgit Vogel-Heuser, Ziyi Huang, Kathrin Land, Felix Ocker:
Managing Technical Debt in Automation: Best Practices and Cross-Life-Cycle Strategies. 1-8 - Johannes Metzler, Fouad Bahrpeyma, Dirk Reichelt:
An end to end workflow for synthetic data generation for robust object detection*. 1-7 - Zhifu Zhang, Yucheng Liu, Gerhard P. Hancke, Kim Fung Tsang:
A Standardized Edge Computing Infrastructure of LoRaWAN Using IEEE 2668. 1-7 - Moritz Volkmann, Shashank Shekher Tripathi, Sascha Kaven, Carsten Frank, Volker Skwarek:
Privacy in Local Energy Markets: A Framework for a Self-Sovereign Identity based P2P-Trading Authentication System. 1-7 - Niklas Ambrosy, Lisa Underberg:
5G packet delay considerations for different 5G-TSN communication scenarios. 1-6 - Marius Krüger, Birgit Vogel-Heuser, Dominik Hujo, Christoph Huber, Johannes Schwarz, Boris Lohmann, Fabian Kreutmayr, Markus Imlauer:
Execution Time Oriented Design of an Adaptive Controller for Mobile Machines. 1-6 - Xun Zhao, Feiyun Xu, Di Song, Junxian Shen, Tianchi Ma:
A novel blade crack detection method based on diffusion model with acoustic-vibration fusion. 1-7 - Christian Remi Wewer, Alexandros Iosifidis:
Improving Online non-destructive Moisture Content Estimation using Data Augmentation by Feature Space Interpolation with Variational Autoencoders. 1-7 - Luciano Lorenti, Davide Dalle Pezze, Jacopo Andreoli, Chiara Masiero, Natalie Gentner, Yao Yang, Gian Antonio Susto:
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. 1-9 - Simone König, Birgit Vogel-Heuser, Jan Wilch, Tobias Unger, Michael Hahn, Stjepan Soldo, Oliver Kopp:
BPMN4CARS: A Car-Tailored Workflow Engine. 1-6 - Gabriele Formis, Stefano Scanzio, Gianluca Cena, Adriano Valenzano:
Linear Combination of Exponential Moving Averages for Wireless Channel Prediction. 1-6 - Brendan J. Mackenzie, Friederike Bruns, Wolfgang Nebel:
Model-based Automation of TSN Configuration for Industrial Distributed Systems. 1-6 - Chi Ho Li, Shu Lun Mak, Chi Chung Lee, T. T. Lee, Norton H. Y. Yuen, Wai Fan Tang:
A Review of 5G Building Management Technologies and Applications in Smart Campus. 1-5 - Rafaela Iovanovichi Machado, Matheus dos Santos Machado, Silvia Silva da Costa Botelho:
Enhancing Crane Handling Safety: A Deep Deterministic Policy Gradient Approach to Collision-Free Path Planning. 1-6 - Maximilian Rappl, Max Luca Bergmann, Alexander Fay:
Formalization of a Product-Process-Resource Model within Aircraft Component Maintenance, Repair, and Overhaul. 1-7 - Franc Pouhela, Dennis Krummacker, Hans D. Schotten:
Entity Component System Architecture for Scalable, Modular, and Power-Efficient IoT-Brokers. 1-6 - Andreas Stutz, Alexander Fay, Mike Barth, Mathias Maurmaier:
Automation Service Choreographies using Decentralized Orchestration to Integrate Non-Choreography-Enabled Equipment Assemblies. 1-8 - Cederic Lenz, Christian Henke, Ansgar Trächtler:
A Methodical Approach to Hybrid Modelling for Contextual Anomaly Detection on Time-Series Data. 1-5 - Dennis Sprute, Florian Hufen, Tim Westerhold, Holger Flatt:
3D-LiDAR-based Pedestrian Detection for Demand-Oriented Traffic Light Control. 1-7 - Tiago Ribeiro, João Paulo Coelho, Luísa Jorge, Joaquim Sardão, José Gonçalves, Higor Vendramini Rosse:
Modelling with NGSI-LD: the VALLPASS project case study. 1-8 - Aluko Tunde Oluwayemi, Kristian Rother, Stefan Henkler:
A Prototype for Lab-Based System Testing of Cyber Physical Systems for Smart Farming. 1-5 - Paul Agbaje, Ebelechukwu Nwafor, Habeeb Olufowobi:
Deep Reinforcement Learning for Energy-Efficient Task Offloading in Cooperative Vehicular Edge Networks. 1-8 - Christoph Binder, Paula Hünecke, Christian Neureiter, Arndt Lüder:
Towards flexible production systems engineering according to RAMI 4.0 by utilizing PPR notation. 1-6 - Yu Yue, Zhenpo Wang, Jianhong Liu, Guoqaing Li:
Multi-scenario Learning MPC for Automated Driving in Unknown and Changing Environments. 1-6 - Bruna Guterres, Kauê Sbrissa, Amanda Mendes, Lucas Meireles, Lucie Novoveska, Francisca Vermeulen, Javier Martinez, Aitor Garcia, Lisl Lain, Marié Smith, Paulo Drews Jr., Nelson Duarte Filho, Vinicius Menezes de Oliveira, Marcelo Pias, Silvia Botelho, Rafaela Machado:
HAB detection within Aquaculture Industry: A Case Study in the Atlantic Area. 1-6 - Song Son Ha, Henry Beuster, Thomas Robert Doebbert, Gerd Scholl:
An FPGA-based Unidirectional Gateway Proposal for OT-IT Network Separation to Secure Industrial Automation Systems. 1-6 - Mohammed M. Mabkhot, Niels Lohse, Pedro Ferreira:
An adapation Framework for Industry 4.0 Responsive Production Systems. 1-6 - Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier:
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. 1-8 - Arvind Merwaday, Rath Vannithamby, Mark Eisen, Susruth Sudhakaran, Dave A. T. Cavalcanti, Valerio Frascolla:
Communication-Control Co-design for Robotic Manipulation in 5G Industrial IoT. 1-6 - Padma Iyenghar, Michael Kieviet, Elke Pulvermüller, Juergen Wuebbelmann:
A Chatbot Assistant for Reducing Risk in Machinery Design. 1-8 - Bernhard Rupprecht, Birgit Vogel-Heuser, Eva-Maria Neumann:
Measurement Methods for Software Execution Time on Heterogeneous Edge Devices. 1-6 - Hao Ran Chi, Ayman Radwan:
Full-Decentralized Federated Learning-Based Edge Computing Peer Offloading Towards Industry 5.0. 1-6 - Axel Sikora, Fabian Sowieja, E. Jubin Sebastian, Manuel Schappacher, Wacime Hadrich:
Automated Physical TestBeds (APTB 2.0): Enabling Reliable and Efficient Testing of Wireless Communication Networks for IoT and Industry 4.0. 1-7 - Felix Neumeister, Maximilian Göckel, Martina Zitterbart:
TRUST: Transparent Redundancy for UDP STreams. 1-7 - Matthias Bodenbenner, Jan Pennekamp, Benjamin Montavon, Klaus Wehrle, Robert H. Schmitt:
FAIR Sensor Ecosystem: Long-Term (Re-)Usability of FAIR Sensor Data through Contextualization. 1-8 - Simon Jungbluth, Alexander Witton, Jesko Hermann, Martin Ruskowski:
Architecture for Shared Production Leveraging Asset Administration Shell and Gaia-X. 1-8 - Marwin Madsen, Anna Palmin, Andreas Stutz, Mike Barth:
Security Analysis of the Module Type Package Concept. 1-8 - Niels Grüttemeier, Andreas Bunte, Stefan Windmann:
Optimization of a High Storage System with two Cranes per Aisle. 1-6 - Jo Beermann, Rebekka Benfer, Maximilian Both, Jochen Müller, Christian Diedrich:
Comparison of Different Natural Language Processing Models to Achieve Semantic Interoperability of Heterogeneous Asset Administration Shells. 1-6 - Burhan Kara, M. Sarmad Qureshi, Zeynep Basaran Bundur, Ozkan Bebek:
Designing Redundant Cable-Driven Parallel Robots for Additive Manufacturing using End-Effector Compliance Index. 1-6 - Sebastian Eilermann, Leon Wehmeier, Oliver Niggemann, Andreas Deuter:
KIAAA: An AI Assistant for Teaching Programming in the Field of Automation. 1-7 - Torben Miny, Sebastian Heppner, Wei Guo, Leon Möller, Tobias Kleinert:
Standardized Integration of Source Systems into Asset Administration Shell Realizations. 1-6 - Hoa Thi Nguyen, Øystein Haugen, Roland Olsson:
Imitation Learning from Operator Experiences for a Real time CNC Machine Controller. 1-8 - Marlon Löppenberg, Andreas Schwung:
Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes. 1-6 - Thomas Decker, Michael Lebacher, Volker Tresp:
Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts. 1-6 - Felix Specht, Jens Otto, Daniel Ratz:
Generation of Synthetic Data to Improve Security Monitoring for Cyber-Physical Production Systems. 1-7 - Martin ben Ahmed, Niklas Wilming, Martin Atzmueller:
Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries. 1-8 - Marco Wagenstetter, Thomas Aicher, Arvid Hellmich, Steffen Ihlenfeldt:
Design requirements for a modular framework of industrial surface defect detection system designs in the context of machined, automotive workpieces. 1-8 - Aron Schnakenbeck, Robin Mroß, Marcus Völker, Stefan Kowalewski, Alexander Fay:
A Control Flow based Static Analysis of GRAFCET using Abstract Interpretation. 1-7 - Henry Hui, James Grant, Kieran McLaughlin, David M. Laverty, Sakir Sezer:
Secure Real-Time Industrial IoT Communications in Smart Grids Using Named Data Networking. 1-6 - Fatemeh Stodt, Christoph Reich, Axel Sikora, Dominik Welte:
Trust Management System for Hybrid Industrial Blockchains. 1-6 - Sebastian Kropatschek, Siegfried Hollerer, David Hoffman, Dietmar Winkler, Arndt Lüder, Thilo Sauter, Wolfgang Kastner, Stefan Biffl:
Combining Models for Safety and Security Concerns in Automating Digital Production. 1-8 - Stefan Gaugel, Binlan Wu, Adarsh Anand, Manfred Reichert:
Supervised Time Series Segmentation as Enabler of Multi-Phased Time Series Classification: A Study on Hydraulic End-of-Line Testing. 1-8 - Marisa Ehemann, Frank Tränkle, Nicolaj C. Stache:
AI-based Cavitation Detection in Process Valves. 1-6