Special Sessions
- MAIN TRACK
- Industrial Applications of Grey System Modeling
- Industry 5.0, What is next? Where are we going?
- SS_01 Efficiency-Driven Manufacturing: Tools and Trends in the Era of Industry 4.0
- SS_02 Intersecting quality management and mechanical design for manufacturing sustainability
- SS_03 Human factors in manufacturing
- SS_04 Operational Excellence 5.0: Human-Centric, Sustainable & Resilient Kaizen Strategies
- SS_05 Circularity in advanced production systems: materials, methods, and digital transformation
- SS_06 The synergy between Digitalization and Sustainability
- SS_07 Smart Manufacturing & Sustainability: Interdisciplinary Approaches in the Era of Industry 4.0/5.0
- SS_08 Integrated Quality and LCA Strategies in Advanced Manufacturing and Materials
- SS_09 Next-Generation Robotic Systems: From Mechatronics to Intelligent Human–Robot Collaboration
- SS_10 From Additive Manufacturing to Healthcare Innovation through Digital Transformation in Biomedical Engineering
- SS_11 Intelligent adaptive systems in integrated production management processes
- SS_12 Intelligent Solutions for Industry of the Future
- SS_13 Grey Systems Modeling for Engineering Solutions and Business Optimization

Special Session SS_01
- Digital Twins in Production Optimization
- AI-Based Predictive Maintenance in Manufacturing Systems
- Real-Time Data Analytics for Process Efficiency
- Integration of IoT Devices in Smart Factories
- Cyber-Physical Systems for Adaptive Manufacturing
- Machine Learning Applications
- Augmented Reality (AR) for Operator Support and Training
- Simulation and Virtual Commissioning of Production Lines
- KPI-Driven Decision Support Systems in Industry 4.0
- Advanced Production Planning and Scheduling in Digital Environments
ORGANIZERS
Justyna Trojanowska, Poznan University of Technology
Leonilde Varela, University of Minho
Vijaya Kumar Manupati, NITIE Mumbai
Thanh Tran, RMIT University
Jozef Husar, Technical University of Košice

Special Session SS_02
- Human–robot/machine interaction/collaboration
- Robot-assisted manufacturing processes and computational methods
- Artificial intelligence and digital twins in production engineering
- CAD/CAM, 3D printing, Tribology
- Advanced techniques for sustainable manufacturing
- Scientific insights into product design and manufacturing, Smart and advanced novel techniques in manufacturing
- Modeling and simulation of products in medical engineering
- Biomaterials are used in medical engineering
- Digitalization in production engineering
- Quality management
ORGANIZERS
Florin Popișter, Technical University of Cluj-Napoca
Diana Cristina Dragomir, Technical University of Cluj-Napoca
Corina Julieta Birleanu, Technical University of Cluj-Napoca
Mircea Claudiu Fulea, Technical University of Cluj-Napoca

Special Session SS_03
- Aging Workforce in Manufacturing
- Challenges for the Human Role in the Context of AI
- Digital Ergonomics in Smart Manufacturing
- Ergonomics and Inclusivity in Industrial Settings
- Ergonomics in Sustainability and ESG Context
- Ergonomics Management in Production Systems
- Human-Centric Production Processes
- Human-Machine Collaboration in Industry 4.0 and 5.0
- Inclusive Design and Workplace Adaptations for Diverse Workforce
- Systemic Approaches to Ergonomics in Manufacturing Organizations
ORGANIZERS
Marcin Butlewski, Poznan University of Technology
Beata Mrugalska, Poznan University of Technology
Wiktoria Czernecka, Poznan University of Technology
Fryderyk Wachowiak, Poznan University of Technology
Krzysztof Hankiewicz, Poznan University of Technology

Special Session SS_04
- Digital twins for real-time OpEx experimentation, Human-centric automation and job-enrichment strategies
- Green Lean Six Sigma for carbon-neutral operations, Integrating circular-economy principles into Kaizen events
- Resilience engineering and anti-fragile supply chains, AI-powered root-cause analysis and predictive maintenance
- OpEx maturity assessment in SMEs versus large enterprises, Measuring social value and well-being in OpEx 5.0 deployments
- Governance frameworks for data quality in continuous improvement, Case studies applying Excellence models such Shingo Model, European Foundation for Quality Management, and others
- Educational pathways and micro-credentialing for OpEx talent
- OpEx and Kaizen joint together in a productivitity strategy, Kaizen philosophy as a theoretical and practical approach
- Business Process Improvement and OpEx in manufacturing sectors, in service sectors
- Individual Kaizen as a driver of OpEx in XXI century companies, K’aat-Kaizen as a framework of individual Kaizen in OpEx models, Kata-Kaizen methodology and quality circles of Kaizen teams
ORGANIZERS
Fernando González Aleu, Universidad de Monterrey
Manuel F. Suarez-Barraza, Universidad de las Américas Puebla

Special Session SS_05
- Circular design and closed-loop production systems
- Recycled and bio-based polymers for filament and part manufacturing
- Additive manufacturing strategies supporting circular economy goals
- Hybrid and reconfigurable manufacturing systems
- Process efficiency in high-variability, low-repeatability environments
- Quality assurance and lifecycle tracking in circular production
- Digital transformation for sustainable manufacturing operations
- Flexible automation for circular workflows
- Role of digital tools in enabling human–machine collaboration in circular contexts
ORGANIZERS
Marek Kočisko, Technical University of Košice
Lucia Knapčikova, Technical University of Košice
Jakub Kaščak, Technical University of Košice
Jozef Török, Technical University of Košice

Special Session SS_06
- Digital supply networks (DSNs) and real-time visibility to improve sustainability.
- Blockchain for transparent and ethical sourcing (e.g., carbon traceability).
- Circular supply chain models supported by digital tracking of product lifecycles.
- Smart factories and Industry 4.0 for resource-efficient production
- Urban digital infrastructure for energy-efficient transportation and utilities
- Public-private collaboration on green digital infrastructure
- Ethical implications of digitalization in the context of sustainability goals.
- Workforce reskilling in the era of green digital transformation
ORGANIZERS
Joanna Oleśków-Szłapka, Poznan University of Technology
Cheng-Kang Chen, National Taiwan University of Science and Technology
Yvonne Yeh, National Taiwan University of Science and Technology

Special Session SS_07
- Modern technological processes in the context of Industry 4.0 and 5.0
- High-performance machining and sustainability in a manufacturing company
- Application of environmentally friendly cooling methods in machining
- Business management in the era of Industry 4.0 and 5.0: challenges and adaptation strategies
- Sustainability and innovation in manufacturing enterprises
- Sustainability in manufacturing – challenges, strategies, constraints and implementation
- The role of artificial intelligence and machine learning in industrial processes optimising
- Economic aspects of implementing Industry 4.0 and 5.0 technologies
- Industry 5.0 technologies – man in the centre of the manufacturing process, personalisation, human-machine collaboration
- Integration of digital solutions in sustainable supply chains
ORGANIZERS
Radosław Maruda, University of Zielona Góra
Sebastian Saniuk, University of Zielona Góra
Katarzyna Skrzypek, University of Zielona Góra
Daria Moskwa – Bęczkowska, Kielce Univerisity of Technology
Karol Dąbrowski, University of Zielona Góra

Special Session SS_08
- End-to-end quality management in the production of high-tech materials
- Digital platforms for product life cycle assessment
- LCA approaches to composites, nanomaterials and biopolymers
- AI and machine learning in failure prediction and waste reduction
- Industry 4.0: connecting LCA and SPC (statistical quality control)
- Integration of LCA with quality management systems (QMS/ERP)
- Quality of secondary materials in a circular economy
- Standardization and certification of sustainable quality
- Predictive analytics in a quality system based on LCA data
- The role of digital twins and traceability in increasing LCA transparency
ORGANIZERS
Yuliia Denysenko, Poznan University of Technology
Khrystyna Berladir, Sumy State University
Angelina Iakovets, Technical University of Košice
Cesar Pinzon Acosta, Technological University of Panama

Special Session SS_09
- Applications in Smart Manufacturing, Healthcare, and Human Assistance
- Human–Robot Collaboration (HRC) in Dynamic Environments
- Machine Learning and AI in Robotic Perception and Control
- Sensor Fusion and Multimodal Perception
- Robotic Safety and Compliance in Human–Robot Interaction
- Cognitive and Bio-Inspired Robotics
- Cooperative Multi-Robot Systems and Swarm Intelligence
- Digital Twins and Virtual Commissioning in Collaborative Robotics
- Applications in Smart Manufacturing, Healthcare, and Human Assistance
ORGANIZERS
Paweł Wojciech Herbin, Maritime University of Szczecin
Karol Miądlicki, Maritime University of Szczecin

Special Session SS_10
- Digital design of patient-specific medical devices using CAD, AI-assisted modeling, and topology optimization techniques
- Processing and integration of medical imaging, 3D scanning, and data-driven methods for personalized diagnostics and treatment planning
- Additive manufacturing, bioprinting, and hybrid fabrication processes for biomedical applications
- Intelligent automation and digital workflows for the customization and on-demand production of medical products
- Advanced materials for additive manufacturing in medicine, including multi-materials, bioactive compounds, and smart/hybrid materials
- Simulation, validation, and performance analysis of digitally manufactured medical structures and implants
- Virtual Reality (VR), Augmented Reality (AR), Mixed Reality (MR), Extended reality (XR) technologies in surgical planning, medical training, and device visualization
- Experimental and computational methods for characterization and testing of 3D-printed biomedical components
- Integration of sensors, electronics, and digital interfaces into biomedical devices for personalized monitoring and therapy
- Interdisciplinary approaches combining biomedical engineering, digital tools, and clinical needs for healthcare innovation
ORGANIZERS
Filip Górski, Poznan University of Technology
Răzvan Păcurar, Technical University of Cluj-Napoca
Nikola Vitkovic, University of Niš
Michał Rychlik, Poznan University of Technology

Special Session SS_11
- Utilization of adaptive decision systems in integrated production, operational, and logistics processes.
- Utilization of AI models for balancing production processes.
- Integration of multi-agent systems and edge technologies in flexible adaptive control.
- Utilization of innovative data acquisition systems for prescriptive analysis and predictive maintenance strategies.
- Self-organizing and self-adapting production systems based on bionic approaches.
ORGANIZERS
Mariusz Piechowski, Merito WSB University in Poznan
Małgorzata Jasiulewich-Kaczmarek, Poznan University of Technology
Katarzyna Antosz, Rzeszow University of Technology
Ryszard Wyczółkowski, Silesian University of Technology
Arkadiusz Gola, Lublin University of Technology

Special Session SS_12
- Monitoring Systems and Sensors, Industrial Internet of Things
- Databases & knowledge management
- Modelling & Simulation & Digital Twins
- AI-based industrial data analysis and decision support systems
- Intelligent Supply Chain Management
- Intelligent optimization of production processes & ERP
- 3D printing/Additive Manufacturing, Reverse engineering
- Green Production, Sustainability, Eco-design & LCA
- Innovative thinking & Intelligent design, Intelligent materials
- Human-centric industry
ORGANIZERS
Izabela Rojek, Kazimierz Wielki University in Bydgoszcz
Ewa Dostatni, Poznan University of Technology
Dariusz Mikołajewski, Kazimierz Wielki University in Bydgoszcz
Nataša Náprstková, University of Jan Evangelista in Ústí nad Labem

Special Session SS_13
- Grey relational analysis for quality control
- Grey prediction models in manufacturing systems
- Grey forecasting for business performance
- Grey models for supply chain optimization
- Grey systems for operational efficiency analysis
- GST-based production scheduling under uncertain capacity constraints
ORGANIZERS
Magdalena Hryb, Poznan University of Technology
Agnieszka Kujawińska, Poznan University of Technology
Naiming Xie, Nanjing University of Aeronautics and Astronautics
Liangyan Tao, Nanjing University of Aeronautics and Astronautics
Rafał Mierzwiak, Poznan University of Technology