Sfoglia per Autore
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
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 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
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
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 framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms
2023-01-01 Polenghi, A; Cattaneo, L; Macchi, M
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.
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
Synchronisation of material flows in mass-customised production systems: a literature-based classification framework and industrial application
2023-01-01 Napoleone, A.; Moretti, E.; Macchi, M.; Melacini, M.
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
An ontology to integrate process-based approach in ZDM strategies in a Digital Twin framework
2023-01-01 Ghedini, Lorenzo; Polenghi, Adalberto; Macchi, Marco
A conceptual framework for Digital Twins in production scheduling and control
2023-01-01 Macchi, Marco; Ragazzini, Lorenzo; Negri, Elisa
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
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.
Integrating PHM into production scheduling through a Digital Twin-based framework
2022-01-01 Negri, E.; Cattaneo, L.; Pandhare, V.; Macchi, M.; Lee, J.
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.
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
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
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.
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.
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
How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review
2022-01-01 Napoleone, Alessia; Negri, Elisa; Macchi, Marco; Pozzetti, Alessandro
A Framework for Asset Centered Servitization Based on Micro-services
2022-01-01 Ruberti, Alessandro; Polenghi, Adalberto; Macchi, Marco
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
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.
A Digital Twin-based Predictive Strategy for Workload Control
2021-01-01 Ragazzini, Lorenzo; Negri, Elisa; Macchi, Marco
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 framework to integrate novelty detection and remaining useful life prediction in Industry 4.0-based manufacturing systems
2021-01-01 Cattaneo, L.; Polenghi, A.; Macchi, M.
A value-driven method for the design of performance-based services for manufacturing equipment
2021-01-01 Holgado, M.; Macchi, M.
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
Experiential learning of Prognostics and Health Management and its implementation in MATLAB
2021-01-01 Polenghi, A.; Cattaneo, L.; Arena, S.; Orru, P. F.; Macchi, M.
Maintenance concepts evolution: a comparative review towards Advanced Maintenance conceptualization
2021-01-01 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.
On the relevance of clustering strategies for collaborative prognostics
2021-01-01 Balbi, M.; Cattaneo, L.; Nucera, D.; Macchi, M.
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins
2021-01-01 Villalonga, A.; Negri, E.; Biscardo, G.; Castano, F.; Haber, R. E.; Fumagalli, L.; Macchi, M.
Field-synchronized Digital Twin framework for production scheduling with uncertainty
2021-01-01 Negri, Elisa; Pandhare, Vibhor; Cattaneo, Laura; Singh, Jaskaran; Macchi, Marco; Lee, Jay
Time to be responsive in the process industry: a literature-based analysis of trends of change, solutions and challenges
2021-01-01 Napoleone, A.; Pozzetti, A.; Macchi, M.; Andersen, R.
System-Level Overall Equipment Effectiveness for Improving Asset Management Performance: A Case Study Application
2021-01-01 Franzini, A.; Polenghi, A.; Roda, I.; Macchi, M.
Enterprise information systems interoperability for asset lifecycle management to enhance circular manufacturing
2021-01-01 Polenghi, A.; Acerbi, F.; Roda, I.; Macchi, M.; Taisch, M.
Information as a key dimension to develop industrial asset management in manufacturing
2021-01-01 Polenghi, A.; Roda, I.; Macchi, M.; Pozzetti, A.
Multi-attribute ontology-based criticality analysis of manufacturing assets for maintenance strategies planning
2021-01-01 Polenghi, A.; Roda, I.; Macchi, M.; Pozzetti, A.
Value Based and Intelligent Asset Management. Mastering the Asset Management Transformation in Industrial Plants and Infrastructures
2020-01-01 Crespo Marquez, A.; Macchi, M.; Kumar Parlikad, A.
A Review of the Roles of Digital Twin in CPS-Based Production Systems
2020-01-01 Negri, Elisa; Fumagalli, Luca; Macchi, Marco
MES-integrated digital twin frameworks
2020-01-01 Negri, E.; Berardi, S.; Fumagalli, L.; Macchi, M.
VIRTUAL SENSORS: AN ANALYSIS IN TERM OF METROLOGICAL PERFORMANCE
2020-01-01 Cristaldi, L.; Ferrero, A.; Mehrafshan, A.; Macchi, M.; Arpaia, P.
Tolerance Scheduling for CPS
2020-01-01 Ragazzini, L.; Negri, E.; Fumagalli, L.; Macchi, M.; Kozlowski, J.
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