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ORCIDSYSINT 2022: Genova, Italy
- Maurizio Valle, Dirk Lehmhus, Christian Gianoglio, Edoardo Ragusa, Lucia Seminara, Stefan Bosse, Ali Ibrahim, Klaus-Dieter Thoben:
Advances in System-Integrated Intelligence - Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022), September 7-9, 2022, Genova, Italy. Lecture Notes in Networks and Systems 546, Springer 2023, ISBN 978-3-031-16280-0
Artificial Intelligence
- Thimo Florian Schindler
, Dennis Bode, Klaus-Dieter Thoben:
Towards Challenges and Proposals for Integrating and Using Machine Learning Methods in Production Environments. 3-12 - Sheida Nozari, Ali Krayani, Pablo Marin, Lucio Marcenaro, David Martín, Carlo S. Regazzoni:
Autonomous Driving Based on Imitation and Active Inference. 13-22 - Berend Denkena, Heinrich Klemme, Dennis Stoppel:
Machine Learning Based Reconstruction of Process Forces. 23-32 - Enrico Ferrari, Damiano Verda, Nicolò Pinna, Marco Muselli:
A Novel Rule-Based Modeling and Control Approach for the Optimization of Complex Water Distribution Networks. 33-42 - Giulia Iaconi, Federica Ferraro, Marco Balletto, David Solarna, Marco Trombini, Gabriele Moser, Silvana G. Dellepiane:
Graph-Based Segmentation and Markov Random Field for Covid-19 Infection in Lung CT Volumes. 43-52 - Patrick Rueckert, Katrin Birgy, Kirsten Tracht:
Image Based Classification of Methods-Time Measurement Operations in Assembly Using Recurrent Neuronal Networks. 53-62
Pervasive and Ubiquitous Intelligence
- Lorenzo Canese, Gian Carlo Cardarilli, Luca Di Nunzio, Rocco Fazzolari, Marco Re, Sergio Spanò:
FPGA-Based Road Crack Detection Using Deep Learning. 65-73 - Andrea Garrone, Simone Minisi, Luca Oneto, Carlo Dambra, Marco Borinato, Paolo Sanetti, Giulia Vignola, Federico Papa, Nadia Mazzino, Davide Anguita:
Simple Non Regressive Informed Machine Learning Model for Prescriptive Maintenance of Track Circuits in a Subway Environment. 74-83 - Alessandro Ravera, Valentina Baruzzi, Matteo Lodi, Alberto Oliveri, Marco Storace:
Embedded Implementation of an Algorithm for Online Inertia Estimation in Power Grids. 84-94 - Edoardo Ragusa, Valentina Mastronardi, Deborah Pedone, Mauro Moglianetti, Pier Paolo Pompa, Rodolfo Zunino, Paolo Gastaldo:
Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels. 95-104 - Haydar Al Haj Ali, Christian Gianoglio, Ali Ibrahim, Maurizio Valle:
Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification. 105-115 - Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli:
Human Recognition for Resource-Constrained Mobile Robot Applied to Covid-19 Disinfection. 116-125 - Irene Buselli, Luca Oneto, Carlo Dambra, Christian Verdonk Gallego, Miguel Garcia Martinez:
Data-Driven Methods for Aviation Safety: From Data to Knowledge. 126-136 - Andrea Albanese, Tommaso Taccioli, Tommaso Apicella, Davide Brunelli, Edoardo Ragusa:
Design and Deployment of an Efficient Landing Pad Detector. 137-147 - Youssef Amin, Christian Gianoglio, Maurizio Valle:
Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification. 148-159 - Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti:
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing. 160-170
Sensors and Sensing Systems
- Valentina Schenone, Alessandro Fedeli, Claudio Estatico, Matteo Pastorino, Andrea Randazzo:
A Non-Hilbertian Inversion Technique for the Diagnosis of Faulty Elements in Antenna Arrays. 173-181 - Lukas Bertram, Michael Brink, Klaus-Dieter Thoben, Walter Lang:
A Passive, Wireless Sensor Node for Material-Integrated Strain and Temperature Measurements in Glass Fiber Reinforced Composites. 182-193 - Daniel Valencia, Jörg Wollnack, Sanjay Kamath, Leander Brieskorn:
Multi-camera Metrology System for Shape and Position Correction of Large Fuselage Components in Aircraft Assembly. 194-204 - Hauke Dierend, Osman Altun, Iryna Mozgova, Roland Lachmayer:
Management of Research Field Data Within the Concept of Digital Twin. 205-214 - Ali Dabbous, Ali Ibrahim, Maurizio Valle:
Feed-Forward SNN for Touch Modality Prediction. 215-222
Smart Factory and Logistic Systems
- Roberto Mosca, Marco Mosca, Roberto Revetria, Saverio Pagano, Federico Briatore:
Ansaldo Energia Progetto LHP (OR6.3) - Proper Management of PPE (Personal Protective Equipment) Financed by the Italian Ministry of Economic Development. 225-234 - Roberto Mosca, Marco Mosca, Roberto Revetria, Fabio Currò, Federico Briatore:
An Application of Engineering 4.0 to Hospitalized Patients. 235-244 - Bowen Qi, Hong-Seok Park:
A DT-Based System for Predicting Process Behavior. 245-251 - Jan Baumgärtner, Philipp Gönnheimer, Jürgen Fleischer:
Optimal Robot Workpiece Placement for Maximized Repeatability. 252-261 - Santhosh Ganesan, Hendro Wicaksono, Omid Fatahi Valilai:
Enhancing Vendor Managed Inventory with the Application of Blockchain Technology. 262-275 - Shahid Ansari, Bishakh Bhattacharya:
Design and Development of a Tomato Picking Soft Robotic Gripper with a Separator and Mechanical Iris Based Pedicel Cutting Mechanism. 276-286 - Sergio Salimbeni, Andrés Redchuk:
The Impact of Intelligent Objects on Quality 4.0. 287-298 - Alan Caraveo, Saikiran Krishnamoorthy, Jonah Marie Lawas, Parthasarathy Periaswamy, Majid Sodachi, Omid Fatahi Valilai:
Mutual Resiliency and Lean Analysis for Supply Chain Management in a COVID-19 Ventilator Production Case Study. 299-309 - Roberto Mosca, Marco Mosca, Roberto Revetria, Fabio Currò, Federico Briatore:
Fighting Hospital Infections with Engineering 4.0. 310-317 - Gustavo Sanchez, Giancarlo Bo, Fabrizio Cardinali, Flavio Tonelli:
Cyber-Physical Equipment as a Service. 318-327
Structural Health Monitoring
- Lorenzo Capineri, Andrea Bulletti, Cosimo Damiani, Luca Bergamaschi:
A Sensing System for Defects Detection in Reinforced Aluminium Panels by Ultrasonic Guided Waves Sensors. 331-339 - Federica Zonzini, Giacomo Donati, Luca De Marchi:
A Tiny Machine Learning Approach to the Edge Localization of Acoustic Sources via Convolutional Neural Networks. 340-349 - Dirk Lehmhus, Thomas Rahn, Christoph Pille, Matthias Busse:
Integrating Electronic Components, Sensors and Actuators in Cast Metal Components: An Overview of the State of the Art. 350-361 - Christoph Polle, Stefan Bosse, Michael Koerdt, Björn Maack, Axel S. Herrmann:
Fast Temperature-Compensated Method for Damage Detection and Structural Health Monitoring with Guided Ultrasonic Waves and Embedded Systems. 362-378 - Cristiano Soares Junior, Paulo Roberto de Aguiar, Pedro O. C. Junior, Reinaldo Götz, Paulo Monteiro De Carvalho Monson, Alessandro Roger Rodrigues:
A Study on a Novel Impact Test for SHM of CFRP Based on Screwdriver Bit Launch and Electret Microphone. 379-386 - Chirag Shah, Stefan Bosse, Carolin Zinn, Axel von Hehl:
Optimization of Non-destructive Damage Detection of Hidden Damages in Fiber Metal Laminates Using X-ray Tomography and Machine Learning Algorithms. 387-402
Human Machine Interaction
- Marten Stepputat, Florian Beuss, Jan Sender, Wilko Fluegge:
Time Reduction in Online Programming - An Approach to Hand Guided Teaching for Small Batch Robot Machining. 405-414 - Tatyana Sheveleva, Kevin Herrmann, Max Leo Wawer, Christoph Kahra, Florian Nürnberger, Oliver Koepler, Iryna Mozgova, Roland Lachmayer, Sören Auer:
Ontology-Based Documentation of Quality Assurance Measures Using the Example of a Visual Inspection. 415-424 - Enrico Zero, Alessandro Bozzi, Simone Graffione, Roberto Sacile:
Controlling Decisions by Head Electrical Signals. 425-436 - Francesco Grella, Roberto Canale, Francesco Giovinazzo, Alessandro Albini, Giorgio Cannata:
Tactile-Based Human-Robot Collaboration: A Performance Analysis. 437-445
Applications and Challenges in the Use of 5G in Production and Logistics
- Dieter Lutzmayr, Manfred Pauritsch:
Wireless Communication Technologies in Smart Factories. 449-457 - Christoph Cammin, Thomas Robert Doebbert, Bettina Solzbacher, Gerd Scholl:
Concept of a 5G Hybrid Wireless Campus Network as Testbed for Industrial Applications. 458-469 - Stephan Ludwig, Doris Aschenbrenner, Marvin Scharle, Henrik Klessig, Michael Karrenbauer, Huanzhuo Wu, Maroua Taghouti, Pedro Tercero Lozano, Hans D. Schotten, Frank H. P. Fitzek:
Reference Network and Localization Architecture for Smart Manufacturing Based on 5G. 470-479 - Lara Nehrke, Simone Neumann, Alexandra Cieslak, Alice Kirchheim:
Survey on Usage of 5G Campus Networks in Intralogistics. 480-488 - Wolfgang Echelmeyer, Tuan Nguyen, Mert Mete:
Concept for a Revolution of Public Transport. 489-494
Human-in-the-Loop Control of Haptic Devices: Now and the Future
- Gianluca Laudante, Salvatore Pirozzi:
An Intelligent System for Human Intent and Environment Detection Through Tactile Data. 497-506 - Nikolas Ferguson, Mehmet Ege Cansev, Anany Dwivedi, Philipp Beckerle:
Design of a Wearable Haptic Device to Mediate Affective Touch with a Matrix of Linear Actuators. 507-517 - Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti:
Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition. 518-529 - Fabricio Ariel Jure, Erika Geraldina Spaich, Laura Petrini, Strahinja Dosen:
The Effect of Cognitive Load on Electrotactile Communication via a Multi-pad Electrode. 530-539
TinyML: The Quest for Next-Generation Computing
- Hamoud Younes, Hugo Le Blevec, Mathieu Léonardon, Vincent Gripon:
Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers. 543-552 - Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Energy Consumption Analysis of Pruned Semantic Segmentation Networks on an Embedded GPU. 553-563 - Fouad Sakr, Hamoud Younes, Joseph Doyle, Francesco Bellotti, Alessandro De Gloria, Riccardo Berta:
A Tiny CNN for Embedded Electronic Skin Systems. 564-573 - Maria Teresa Alvela Nieto, Hannes Gelbhardt, Jan-Hendrik Ohlendorf, Klaus-Dieter Thoben:
Detecting Ice on Wind Turbine Rotor Blades: Towards Deep Transfer Learning for Image Data. 574-582 - Mostafa Rizk, Fatima Slim, Amer Baghdadi, Jean-Philippe Diguet:
Towards Real-Time Human Detection in Maritime Environment Using Embedded Deep Learning. 583-593
Advancement in Manufacturing and Sustainability
- Morten Skogstad Nielsen, Thomas Ditlev Brunoe, Ann-Louise Andersen, Kjeld Nielsen:
Data Driven Decision Making When Transitioning Towards a Modular Setup. 597-606 - Behnam Madadnia, Frederick Bossuyt, Jan Vanfleteren:
A Novel Method for Component Positioning in Thermoformed Electronics. 607-615 - Filip Skärin, Carin Rösiö, Ann-Louise Andersen:
Towards Circular Production Systems: Outlining the Concept, Challenges and Future Research Directions. 616-625 - Stefan Kjeldgaard, Rasmus Andersen, Alessia Napoleone, Thomas Ditlev Brunoe, Ann-Louise Andersen:
Facilitating Manufacturing System Development: Mapping Changeability Capabilities in Two Industrial Cases. 626-635 - Fabrizio Bracco, Alessandro Arturo Bruzzone, Emanuele Carpanzano:
Transfactory: Towards a New Technology-Human Manufacturing Co-evolution Framework. 636-645 - Alessandro Arturo Bruzzone, Alessandra Ferrari, Alessia Napoleone:
Sustainability Comparison of a New Reconfigurable Machine Tool and a Conventional Milling Machine. 646-656 - Alessia Lazzaro, Doriana Marilena D'Addona, Massimo Merenda:
Comparison of Machine Learning Models for Predictive Maintenance Applications. 657-666 - Morten Skogstad Nielsen, Ann-Louise Andersen, Thomas Ditlev Brunoe, Khaled Medini, Kjeld Nielsen:
Exploring Manufacturing System Development and the Use of Platforms to Reduce Time-to-Market. 667-676
Sensor of Things
- Craig Stewart, Wai-Keung Fung, Nazila Fough, Radhakrishna Prabhu:
Automated Tonic-Clonic Seizure Detection Using Random Forests and Spectral Analysis on Electroencephalography Data. 679-688 - Craig Stewart, Nazila Fough, Radhakrishna Prabhu:
An Investigation into Routing Protocols for Real-Time Sensing of Subsurface Oil Wells. 689-699 - Luis Antonio Panes-Ruiz, Shirong Huang, Leif Riemenschneider, Alexander Croy, Bergoi Ibarlucea, Gianaurelio Cuniberti:
Surface-Functionalized Multichannel Nanosensors and Machine Learning Analysis for Improved Sensitivity and Selectivity in Gas Sensing Applications. 700-707 - Alaa Elshazly, Mario Mounir, Muhammad K. Khalaf, Fayçal Saffih, Yasmine Elogail, Hassan Mostafa:
Design and Simulation of a Novel Low-Voltage RF MEMS Switch for Reconfigurable Antennas. 708-713 - Heba Allah Gamal, Hassan Mostafa, Ayman Haggag:
2T1M Neuromorphic Synapse with Pt-Hf-Ti Memristor Model. 714-726 - Moustafa Saleh, Yahya Abbass, Maurizio Valle:
Embedded Implementation of Signal Pre-processing for Tactile Sensing System. 727-736
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