Sfoglia per Autore
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
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
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
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
Digital Twin-based bottleneck prediction for improved production control
2024-01-01 Ragazzini, L.; Negri, E.; Fumagalli, L.; Macchi, M.
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
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.
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
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
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.
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
Modeling Operational Control in Discrete-Event Logistics Systems and Their Digital Twins
2024-01-01 Ragazzini, Lorenzo; Mcginnis, Leon F; Negri, Elisa; Macchi, Marco
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
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 Twins in Manufacturing: A Three-layer Heat-map Analysis
2024-01-01 Villegas, Luis Felipe; Macchi, Marco; Polenghi, Adalberto
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.
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.
Towards a Maturity Model for Intelligent Digital Twins in Manufacturing
2024-01-01 Villegas, Lf; Macchi, M; Polenghi, A
Proposal of a human-in-the-loop-based framework for advancing maintenance applications for collaborative robots
2024-01-01 Polenghi, Adalberto; Macchi, Marco
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
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
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.
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.
A conceptual framework for Digital Twins in production scheduling and control
2023-01-01 Macchi, Marco; Ragazzini, Lorenzo; Negri, Elisa
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.
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
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
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.
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
An ontology to integrate process-based approach in ZDM strategies in a Digital Twin framework
2023-01-01 Ghedini, Lorenzo; Polenghi, Adalberto; Macchi, Marco
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.
An ontological modelling of multi-attribute criticality analysis to guide Prognostics and Health Management program development
2022-01-01 Polenghi, Adalberto; Roda, Irene; Macchi, Marco; Pozzetti, Alessandro
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
Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions
2022-01-01 Polenghi, A.; Roda, I.; Macchi, M.; Pozzetti, A.
Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management
2022-01-01 Polenghi, A.; Roda, I.; Macchi, M.; Pozzetti, A.; Panetto, H.
On the role of Data Quality in AI-based Prognostics and Health Management
2022-01-01 Cattaneo, L.; Polenghi, A.; Macchi, M.; Pesenti, V.
Control for smart systems: Challenges and trends in smart cities
2022-01-01 Jia, Q. -S.; Panetto, H.; Macchi, M.; Siri, S.; Weichhart, G.; Xu, Z.
Fostering Circular Manufacturing Through the Integration of Genetic Algorithm and Process Mining
2022-01-01 Acerbi, Federica; Polenghi, Adalberto; Quadrini, Walter; Macchi, Marco; Taisch, Marco
Application of Total Cost of Ownership Driven Methodology for Predictive Maintenance Implementation in the Food Industry
2022-01-01 Roda, I; Arena, S; Macchi, M; Orru, Pf
A Framework for Asset Centered Servitization Based on Micro-services
2022-01-01 Ruberti, Alessandro; Polenghi, Adalberto; Macchi, Marco
Development of an advanced condition-based maintenance system for high-critical industrial fans in a foundry
2022-01-01 Polenghi, A.; Cattaneo, L.; Macchi, M.; Pasanisi, D.; Pesenti, V.; Borgonovo, A.
Local Digital Twin-based control of a cobot-assisted assembly cell based on Dispatching Rules
2022-01-01 Ragazzini, Lorenzo; Negri, Elisa; Macchi, Marco
Integrating PHM into production scheduling through a Digital Twin-based framework
2022-01-01 Negri, E.; Cattaneo, L.; Pandhare, V.; Macchi, M.; Lee, J.
Proposal and test of a configurable production system Digital Model to support Energy-based Asset Management
2022-01-01 Cosmo, F. Di; Polenghi, A.; Roda, I.; Macchi, M.
Covid-19 Massive Vaccination Center Layouts. A modular and Scalable Model for Lombardy Region, Italy.
2021-01-01 Brambilla, A; Mangili, S; Macchi, M; Trucco, P; Perego, A; Capolongo, S.
Sustainable Maintenance Performances and EN 15341:2019: An Integration Proposal
2021-01-01 Franciosi, C.; Roda, I.; Voisin, A.; Miranda, S.; Macchi, M.; Iung, B.
A Digital Twin-based Approach to the Real-time Assembly Line Balancing Problem
2021-01-01 Ragazzini, L.; Saporiti, N.; Negri, E.; Rossi, T.; Macchi, M.; Pirovano, G
Advances in Production Management Systems: Issues, Trends, and Vision Towards 2030
2021-01-01 Romero, D.; Von Cieminski, G.; Wuest, T.; Gaiardelli, P.; Moon, I.; Pezzotta, G.; Wiesner, S.; Macchi, M.; Baalsrud Hauge, J.; Roda, I.; Powell, D.; Netland, T.; Kulvatunyou, B. S.; Szirbik, N.; Roser, C.; Alfnes, E.; Rudberg, M.
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