AI Powered human-centred Robot Interactions for Smart Manufacturing

HORIZON.2.4HORIZON-IAID: 101058589
EC Contribution
€93,356
Consortium Size
29 orgs
Summary

AI-PRISM is an industrial-end-user driven project that will provide a human-centred AI-based solutions ecosystem targeted to manufacturing scenarios with tasks difficult to automate and where speed and versatility are essential. The result will be an integrated and scalable ecosystem with installation-specific solutions for semi-automated and collaborative manufacturing in flexible production processes and for which specific robotic programming skills will not be required, thanks to its programming-by-demonstration modules. The ecosystem will be composed by four main pillars including 1) Human Centred Collaborative Robotic Platform, 2) Human Robot Cooperation Ambient, 3) Social Human-Agent-Robots Teams Collaboration and 4) Open Access Network Portal. In order to facilitate the assessment of the performance, transferability, scalability and large-scale deployment of these solutions, the demonstrations will be conducted under real operational environments in four pilot involving key manufacturing sectors - Furniture (ES), Food/Beverage (GR), Built-in Appliances (TR) and Electronics (PL) -, plus one generic demonstration facility (AT). The project is not just aiming at quantitative improvements in a specific sector, but to use technology innovation to support a change of paradigm where AI, robotics and Social Sciences and Humanities (SSH) integrated in the manufacturing domain for the improvement of flexible production processes, become a feasible and widespread alternative for European factories, especially SMEs. To achieve this, the project relies on a strong consortium of 25 partners from 12 countries including international cooperation with Korea. The consortium brings together all the actors of the Human Robot Collaboration (HRC) value chain including relevant competence centres, technology providers, equipment providers, integrators, and manufacturers/end users; and involves key expert partners in SSH, standardisation, exploitation, and dissemination.

Consortium (29)

Project Results (51)

Source: CORDIS, the EU research results database.

Publications (44)
AI, human robot collaboration, and microrobotics for sustainable semiconductor manufacturing
2025 11th International Conference on Control, Decision and Information Technologies (CoDIT)· 2026DOI
Maryam B. Javareshk, Tomasz Kołcon, Iveta Eimontaite, Sarah Fletcher, Jakub Bartkiewicz, Piotr Gemza, Krystian Goławski, Miron Kołodziejczyk, Adam Wołoszczuk
High-Resolution Open-Vocabulary Object 6D Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence· 2026DOI
Jaime Corsetti; Davide Boscaini; Francesco Giuliari; Changjae Oh; Andrea Cavallaro; Fabio Poiesi
A Low-Cost, Multi-modal Grasping Point Estimation System for Shop Floor Applications
Springer Proceedings in Advanced Robotics, European Robotics Forum 2025· 2025DOI
Sebastian Kamil Ukleja, Sharath Chandra Akkaladevi, Markus Ganglbauer, Andreas Pichler
Behavior Tree-Driven Reconfiguration Framework with Multimodal Interfaces for Handling Novel Situations in Industrial Settings
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)· 2025DOI
Sharath Chandra Akkaladevi, Kapil Deshpande, Sebastian Ukleja, Markus Ganglbauer, Andreas Pichler, Sharath Chandra Akkaladevi
D6.2 Training plan and online training material
· 2025DOI
COMAU SPA
Distilling 3D distinctive local descriptors for 6D pose estimation
2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)· 2025DOI
Amir Hamza, Andrea Caraffa, Davide Boscaini, Fabio Poiesi
Exploring the Potential of Wi-Fi in Industrial Environments: A Comparative Performance Analysis of IEEE 802.11 Standards
Telecom· 2025DOI
Luis M. Bartolín-Arnau, Federico Orozco-Santos, Víctor Sempere-Payá, Javier Silvestre-Blanes, Teresa Albero-Albero, David Llacer-Garcia
Human professional skills assessment based on a modified learning curve model
Production & Manufacturing Research· 2025DOI
Angela Lago Alvarez, Wael M. Mohammed, Jose Luis Martinez Lastra
IEEE Access
Large Language Models in Human-Robot Collaboration With Cognitive Validation Against Context-Induced Hallucinations· 2025DOI
Martinez Lastra Jose L.; Stefanidis Kostas; Ranasinghe Nadun; Mohammed Wael M.
Integrating Human-Centred Design in AI-Based Automation in Manufacturing: Ethical Challenges and Findings from Participatory Design Operator Workshops
Lecture Notes in Networks and Systems, Crisis or Redemption with AI and Robotics? The Dawn of a New Era· 2025DOI
Maryam Bathaei Javareshk, Iveta Eimontaite, Sarah Fletcher
International Journal of Advanced Manufacturing Technology
Human factors in digital manufacturing technology adoption· 2025DOI
Oostveen, Anne-Marie; Eimontaite, Iveta; Fletcher, Sarah
Modular Robot Task Execution Framework for Industrial PCB Handling: A Behavior Tree Approach
2025 11th International Conference on Automation, Robotics, and Applications (ICARA)· 2025DOI
Sharath Chandra Akkaladevi, Markus Ganglbauer, Kapil Deshpande, Sebastian Ukleja, Sharath Chandra Akkaladevi, Andreas Pichler
Multidisciplinary Perspectives on Ethical AI-Enabled Human-Robot Interaction in Manufacturing
AHFE International, Human Factors in Robots, Drones and Unmanned Systems· 2025DOI
Maryam Bathaeijavareshk, Iveta Eimontaite, Sarah Fletcher, Nikolaos Koufokotsios
The Impact of Task Sequence and Worker Personality on Mental and Physical Stress in a Human-Robot Collaboration Environment
Communications in Computer and Information Science, Computational Science and Computational Intelligence· 2025DOI
Cheonin Oh, Seungjun Lee, Daewoong Choi, Daesub Yoon, Engin Talas
Virtual Reality Capabilities for Robot Programming by Demonstration
2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)· 2025DOI
Joan Lario Femenía, Maria del Mar Plaza, Francisco Fraile, Francisco Blanes
A Concise Taxonomy of Human-Robot Interactions and Soft Skills Synergy
Springer Proceedings in Advanced Robotics, European Robotics Forum 2024· 2024DOI
Wael M Mohammed, Angela Lago Alvarez, Jose L. Martinez Lastra
AI-Based Positioning on a Micro Scale
Springer Proceedings in Advanced Robotics, European Robotics Forum 2024· 2024DOI
Tomasz Kołcon, Iveta Eimontaite, Piotr Gemza, Krystian Goławski, Miron Kołodziejczyk, Adam Wołoszczuk
D.1.3 Use cases scenarios and requirements analysis (II)
· 2024DOI
Profactor (Austria)
D5.2 Human robot collaboration behavioural analysis and modelling
· 2024DOI
Cranfield University
D8.2 AI-PRISM Dissemination and Communication Report (I)
· 2024DOI
MTU AUSTRALO ALPHA LAB
FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models
Computer Vision and Pattern Recognition· 2024
Caraffa, Andrea; Boscaini, Davide; Hamza, Amir; Poiesi, Fabio
FreeZe: Training-Free Zero-Shot 6D Pose Estimation with Geometric and Vision Foundation Models
Lecture Notes in Computer Science ISBN: 9783031732256· 2024DOI
Andrea Caraffa; Davide Boscaini; Amir Hamza; Fabio Poiesi
IEEE Access
MetaStates: An Approach for Representing Human Workers’ Psychophysiological States in the Industrial Metaverse· 2024DOI
Toichoa Eyam Aitor; Martinez Lastra Jose L.
Intuitive Interfaces for Human-Robot Collaboration: Handling Novel PCBs for Industrial Manufacturing
Lecture Notes in Mechanical Engineering, Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order· 2024DOI
Markus Ganglbauer, Sharath Chandra Akkaladevi, Markus Ikeda, Sebastian Ukleja, Philipp Möhl, Andreas Pichler
Novel class discovery meets foundation models for 3D semantic segmentation
International Journal of Computer Vision· 2024DOI
Riz, Luigi; Saltori, Cristiano; Wang, Yiming; Ricci, Elisa; Poiesi, Fabio
On the Development of Programming by Demonstration Environment for Human-Robot Collaboration in a Furniture Painting Cell
Springer Proceedings in Advanced Robotics, European Robotics Forum 2024· 2024DOI
Joan Lario, Francisco Fraile, Emima Ioana, Francisco Blanes
Open-vocabulary object 6D pose estimation
Computer Vision and Pattern Recognition· 2024DOI
Jaime Corsetti, Davide Boscaini, Changjae Oh, Andrea Cavallaro, Fabio Poiesi
Towards More Effective Human-Robot Collaboration via Accurate Pose Estimation
Springer Proceedings in Advanced Robotics, European Robotics Forum 2024· 2024DOI
Miguel Á. Mateo-Casalí, Laura Moya-Ruiz, Andrea Caraffa, Davide Boscaini, Amir Hamza, Paul Chippendale, Fabio Poiesi, Francisco Fraile
A Methodology for Robustly Monitoring Assembly Insertion Skills
2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)· 2023DOI
Federico Ulloa Rios, Wilm Decré, Erwin Aertbeliën, Herman Bruyninckx
A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection
IEEE International Conference on Big Data (BigData)· 2023DOI
A. Koc, O. Albayrak, Y. Kurt and P. Unal
Adaptive Beacon Period Configurator for Scalable LoRaWAN Downlink Applications
IEEE Access· 2023DOI
SILVESTRE-BLANES, Javier
Breaking the barriers: multilingual user engagement to increase process engagement and technology acceptance in manufacturing
Human Aspects of Advanced Manufacturing· 2023DOI
Iveta Eimontaite, Sarah Fletcher, Krystian Goławski, Tomasz Kołcon
D8.1 AI-PRISM Impact Master Plan
· 2023DOI
Papanikolaou, Vasileios
Novel Class Discovery for 3D Point Cloud Semantic Segmentation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· 2023DOI
Riz, Luigi; Saltori, Cristiano; Ricci, Elisa; Poiesi, Fabio
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding
Image and Vision Computing· 2023DOI
Davide Boscaini; Fabio Poiesia
Revisiting Fully Convolutional Geometric Features for Object 6D Pose Estimation
8th International Workshop on Recovering 6D Object Pose· 2023DOI
Corsetti, Jaime; Boscaini, Davide; Poiesi, Fabio
TO COLLABORATE OR NOT TO COLLABORATE? HOW TO DETERMINE THE MOST SUITABLE LEVEL OF AUTOMATION TO INCREASE WORKFORCE SUSTAINABILITY AND PRODUCTION EFFICIENCY
ICRES 2023: 8th International Conference on Robot Ethics and Standards· 2023DOI
SACHA GODHANIA, IVETA EIMONTAITE, SARAH R. FLETCHER, ANA GONZALEZ SEGURA, ELOY RUIZ, ANA PAOLA CARO OSPINA
3D Part Segmentation via Geometric Aggregation of 2D Visual Features
Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, N. Sebe, Fabio Poiesi
A Novel User-Friendly Pipeline for Enhanced Natural Language Understanding in Human-Robot Interaction
Dorin Clisu, Iulia Farcas, Andrei Rusu, Mihai Hulea
An in-finger sliding skill for cable routing and manipulation
Federico Ulloa Rios, Wilm Decre, Erwin Aertbeli ´ en, Herman Bruyninckx
Barriers and challenges for AI and HRC integration
Josep Rueda, Gorka Sorrosal, Gerardo Minella, Tomasz Kołcon, Perin Ünal, Panagiotis Vlacheas, Sharath Chandra Akkaladevi
CHIP: A multi-sensor dataset for 6D pose estimation of chairs in industrial settings
Mattia Nardon, Mikel Mujika Agirre, Ander González Tomé, Daniel Sedano Algarabel, Josep Rueda Collell, Ana Paola Caro, Andrea Caraffa, Fabio Poiesi, Paul Ian Chippendale, Davide Boscaini
Empowering Social Sustainability Through Human centered HRC
Joan Lario, Francisco Fraile, Iveta Eimontaite, Sarah Fletcher
Enabling Seamless HRC Integration: The AI-PRISM Reference Architecture
Miguel A. Mateo-Casalí, Josep Rueda, Samuel Olaiya Afolaranmi, Jose Luis Martinez Lastra, Davide Boscaini, Laura Moya-Ruiz, Francisco Fraile
Deliverables (6)
Other Results (1)
Periodic Reporting for period 1 - AI-PRISM (AI Powered human-centred Robot Interactions for Smart Manufacturing)