Sfoglia per Autore
Knowledge graph-driven process reasoning of human-robot collaborative disassembly strategy for end-of-life products
2026-01-01 Xiao, Jinhua; Zhang, Zhiwen; Zheng, Yu; Wu, Peng; Terzi, Sergio; Macchi, Marco
Drivers, barriers and interventions for green hydrogen supply chains: A multi-actor framework
2026-01-01 Luukka, Maija; Ylä-Kujala, Antti; Caniato, Federico; Macchi, Marco
Lifecycle Extension of Industrial Assets: A Framework for Feasibility Assessment and Strategy Selection
2026-01-01 Zappa, Sofia; Roda, Irene; Macchi, Marco
On the role of digital platforms for industrial asset management: an explorative study based on literature review
2025-01-01 Ghedini, L.; Roda, I.; Macchi, M.; Pozzetti, A.
Digital Twins for Railway Infrastructure Asset Management and Maintenance
2025-01-01 Macchi, Marco; Polenghi, Adalberto; Roda, Irene
Cost-Effectiveness of Structural Health Monitoring on the Lifecycle of Composite Aerospace Elements
2025-01-01 Ballarin, Pietro; Sala, Giuseppe; Macchi, Marco; Roda, Irene; Baldi, Andrea; Airoldi, Alessandro
Cognitive Digital Twins and their role for Circular Manufacturing strategies
2025-01-01 Macchi, Marco; Zappa, Sofia; Acerbi, Federica; Roda, Irene; Negri, Elisa
The Digital REadiness Assessment MaturitY (DREAMY) framework to guide manufacturing companies towards a digitalisation roadmap
2025-01-01 De Carolis, Anna; Sassanelli, Claudio; Acerbi, Federica; Macchi, Marco; Terzi, Sergio; Taisch, Marco
Strategic End of Life Management of Industrial Assets: A Literature Review and Conceptual Framework on the Role of Digital Twins
2025-01-01 Zappa, S.; Roda, I.; Macchi, M.
Intelligent disassembly system for end-of-life product using human robot collaboration on a digital twin platform
2025-01-01 Xiao, Jinhua; Terzi, Sergio; Macchi, Marco; Rosa, Paolo
Digital Twins in maintenance and asset management: evidence on the technology adoption from scientific literature and patents
2025-01-01 Gladysz, Bartlomiej; Quadrini, Walter; Ruppert, Tamas; Smagowicz, Justyna; Szwed, Cezary; Van Erp, Tim; Macchi, Marco
A sustainable echelon re-utilization and recycling for dynamic end-of-life electric vehicle battery packs
2025-01-01 Terzi, Sergio; Macchi, Marco; Xiao, Jinhua
Low-cost data integration framework for integration with simulation-as-a-service digital twins for make-to-order manufacturing SME
2025-01-01 Ragazzini, Lorenzo; Negri, Elisa; Macchi, Marco
A data -driven Automatic Model Generation Methodology of Digital Twin models for cost-effective adaptability and scalability in manufacturing systems
2025-01-01 Villegas, Luis Felipe; Palmitessa, Edoardo; Macchi, Marco; Polenghi, Adalberto
Digital twins in manufacturing: A unified conceptual framework
2025-01-01 Villegas, Luis Felipe; Macchi, Marco; Polenghi, Adalberto
Evaluation of the Digital Product Passport for Remanufacturing: A Case Study Using Asset Administration Shell
2025-01-01 Abdel-Aty, Tasnim A.; Doliman, Bilal; Negri, Elisa; Brooks, Sam; Mcfarlane, Duncan; Macchi, Marco
Intelligent disassembly scenario understanding for human behavior and intention recognition towards self-perception human-robot collaboration system
2025-01-01 Xiao, J.; Wang, B.; Huang, K. L.; Terzi, S.; Wang, W.; Macchi, M.
A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms
2024-01-01 Polenghi, A; Cattaneo, L; Macchi, M
The Role of Low-Cost Digital Solutions in Supporting Industrial Sustainability
2024-01-01 Ahmed, TASNIM MAHMOUD MOHAMED; Mcfarlane, D.; Brooks, S.; Salter, L.; Abubakar, A. S.; Evans, S.; Hawkridge, G.; Price Thomas, K.; Negri, E.; Mukherjee, A.; Yilmaz, G.; Macchi, M.
Digital solutions for workplace safety: An empirical study on their adoption in Italian metalworking SMEs
2024-01-01 Cagno, Enrico; Accordini, Davide; Neri, Alessandra; Negri, Elisa; Macchi, Marco
Digital twin-enabled robust production scheduling for equipment in degraded state
2024-01-01 Pandhare, Vibhor; Negri, Elisa; Ragazzini, Lorenzo; Cattaneo, Laura; Macchi, Marco; Lee, Jay
Proposal of a human-in-the-loop-based framework for advancing maintenance applications for collaborative robots
2024-01-01 Polenghi, Adalberto; Macchi, Marco
Experience on centralizing the Asset Management and Maintenance Engineering function in an Italian multi-utility company
2024-01-01 Roda, Irene; Polenghi, Adalberto; Macchi, Marco; Marini, Ilaria; Greco, Bartolomeo; Benevento, Lorenzo; Parenti, Paolo; Pegoiani, Andrea
Towards a Maturity Model for Intelligent Digital Twins in Manufacturing
2024-01-01 Villegas, Lf; Macchi, M; Polenghi, A
A Transfer Learning approach for Anomaly Detection within a Collaborative Prognostic Framework for advanced maintenance services
2024-01-01 Negri, M.; Pavan, L.; Macchi, M.; Polenghi, A.; Ruberti, A.
Asset Performance Management: current status and future development
2024-01-01 Macchi, M.; Sanchez-Londono, D.; Martínez, A.; Polenghi, A.; Roda, I.; Pozzetti, A.; Barriga, C.
Digital Twins in Manufacturing: A Three-layer Heat-map Analysis
2024-01-01 Villegas, Luis Felipe; Macchi, Marco; Polenghi, Adalberto
Adoption of AI-Based Systems in Industrial Maintenance: Empirical Evidences from an Action Research in the Maintenance Service Business
2024-01-01 Macchi, M; Ruberti, A; Polenghi, A
Economic Impact Assessment of Structural Health Monitoring Systems on Helicopter Blade Beginning of Life
2024-01-01 Ballarin, Pietro; Macchi, Marco; Roda, Irene; Sala, Giuseppe; Baldi, Andrea; Airoldi, Alessandro
Maintenance plan adaptation based on health ratings of servitised machines through a fleet-wide machine clustering method
2024-01-01 Ruberti, Alessandro; Polenghi, Adalberto; Macchi, Marco
Digital Twin-based bottleneck prediction for improved production control
2024-01-01 Ragazzini, L.; Negri, E.; Fumagalli, L.; Macchi, M.
Integrating maintenance and energy problems through a Digital Twin-based decision support framework under the guidance of Asset Management
2024-01-01 Palmitessa, E.; Premoli, A.; Roda, I.; Macchi, M.
Preliminary investigation of the state of the art on digital servitization for Industrial Asset lifecycle Management
2024-01-01 Ghedini, Lorenzo; Roda, Irene; Macchi, Marco; Pozzetti, Alessandro
A Decision Support Tool for the Economic Impact Assessment of Structural Health Monitoring Systems in Composite Rotorcraft Elements
2024-01-01 Ballarin, P.; Sala, G.; Macchi, M.; Roda, I.; Baldi, A.; Airoldi, A.
Economic Impact Assessment of Structural Health Monitoring Systems on the Lifecycle of a Helicopter Blade
2024-01-01 Ballarin, Pietro; Macchi, Marco; Roda, Irene; Sala, Giuseppe; Baldi, Andrea; Airoldi, Alessandro
A circular manufacturing framework for SMEs leveraging on low-cost digital technologies
2024-01-01 Ahmed, Tasnim; Acerbi, Federica; Brook, Sam; Negri, Elisa; Mcfarlane, Duncan; Macchi, Marco
Synchronisation of material flows in mass-customised production systems: a literature-based classification framework and industrial application
2024-01-01 Napoleone, A.; Moretti, E.; Macchi, M.; Melacini, M.
Modeling Operational Control in Discrete-Event Logistics Systems and Their Digital Twins
2024-01-01 Ragazzini, Lorenzo; Mcginnis, Leon F; Negri, Elisa; Macchi, Marco
Application of Artificial Neural Networks to a Model of a Helicopter Rotor Blade for Damage Identification in Realistic Load Conditions
2024-01-01 Ballarin, Pietro; Sala, Giuseppe; Macchi, Marco; Roda, Irene; Baldi, Andrea; Airoldi, Alessandro
An ontology to integrate process-based approach in ZDM strategies in a Digital Twin framework
2023-01-01 Ghedini, Lorenzo; Polenghi, Adalberto; Macchi, Marco
Norm-based data labelling in supervised learning for fault detection and diagnostics of rotating elements towards maintenance servitisation
2023-01-01 Polenghi, Adalberto; Roda, Irene; Pesenti, Valerio; Pasanisi, Davide; Macchi, Marco; Cortinovis, Daniele; Chebat, Francesco
Towards Viable Modelling for Robust Flow Shop Scheduling in Production Environments Under Uncertainty
2023-01-01 Fumagalli, L.; Negri, E.; Cattaneo, L.; Ragazzini, L.; Macchi, M.
A conceptual framework for Digital Twins in production scheduling and control
2023-01-01 Macchi, Marco; Ragazzini, Lorenzo; Negri, Elisa
How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review
2023-01-01 Napoleone, Alessia; Negri, Elisa; Macchi, Marco; Pozzetti, Alessandro
A value-driven method for the design of performance-based services for manufacturing equipment
2023-01-01 Holgado, M.; Macchi, M.
Time to be responsive in the process industry: a literature-based analysis of trends of change, solutions and challenges
2023-01-01 Napoleone, A.; Pozzetti, A.; Macchi, M.; Andersen, R.
A methodology to boost data-driven decision-making process for a modern maintenance practice
2023-01-01 Polenghi, A; Roda, I; Macchi, M; Pozzetti, A
Unlocking the Potential of Data in Circular Manufacturing: Opportunities for data sharing and stakeholders' collaboration
2023-01-01 Ahmed, T. M. M.; Acerbi, F.; Negri, E.; Macchi, M.
Operations-aware novelty detection framework for CNC machine tools: proposal and application
2023-01-01 Macchi, M.; Cattaneo, L.; Polenghi, A.; Bruno, D.; Mosci, S.; Ferriani, F.; Caneva, R.
Semantic Interoperability in Industrial Maintenance-related Applications: Multiple Ontologies Integration towards a Unified BFO-compliant Taxonomy
2022-01-01 Franciosi, Chiara; Polenghi, Adalberto; Lezoche, Mario; Voisin, Alexandre; Roda, Irene; Macchi, Marco
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