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ORCIDMarco Macchi
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- affiliation: Politecnico di Milano, Milan, Italy
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2020 – today
- 2024
[j26]Lorenzo Ragazzini
, Elisa Negri, Luca Fumagalli, Marco Macchi:
Digital Twin-based bottleneck prediction for improved production control. Comput. Ind. Eng. 192: 110231 (2024)- [j25]Adalberto Polenghi, Laura Cattaneo, Marco Macchi:
A framework for fault detection and diagnostics of articulated collaborative robots based on hybrid series modelling of Artificial Intelligence algorithms. J. Intell. Manuf. 35(5): 1929-1947 (2024) - [j24]Pietro Ballarin, Giuseppe Sala, Marco Macchi, Irene Roda, Andrea Baldi, Alessandro Airoldi:
Application of Artificial Neural Networks to a Model of a Helicopter Rotor Blade for Damage Identification in Realistic Load Conditions. Sensors 24(16): 5411 (2024) - [c39]Marco Macchi, Alessandro Ruberti, Adalberto Polenghi:
Adoption of AI-Based Systems in Industrial Maintenance: Empirical Evidences from an Action Research in the Maintenance Service Business. APMS (5) 2024: 108-122 - [c38]Luis Felipe Villegas, Marco Macchi, Adalberto Polenghi:
Towards a Maturity Model for Intelligent Digital Twins in Manufacturing. APMS (4) 2024: 293-306 - 2023
- [j23]Alessia Napoleone, Elisa Negri, Marco Macchi, Alessandro Pozzetti:
How the technologies underlying cyber-physical systems support the reconfigurability capability in manufacturing: a literature review. Int. J. Prod. Res. 61(9): 3122-3144 (2023) - 2022
- [j22]Hervé Panetto, Georg Weichhart, Marco Macchi, Qing-Shan Jia:
Control for smart systems: Applications, trends, and future challenges. Annu. Rev. Control. 53: 356-357 (2022) - [j21]Qing-Shan Jia, Hervé Panetto, Marco Macchi, Silvia Siri, Georg Weichhart, Zhanbo Xu:
Control for smart systems: Challenges and trends in smart cities. Annu. Rev. Control. 53: 358-369 (2022) - [j20]Adalberto Polenghi, Irene Roda, Marco Macchi, Alessandro Pozzetti:
An ontological modelling of multi-attribute criticality analysis to guide Prognostics and Health Management program development. Auton. Intell. Syst. 2(1) (2022) - [j19]Roberto Silvio Ubertino Rosso, Marcos de Sales Guerra Tsuzuki, Ahmad Barari, Marco Macchi:
Transition towards Smart Factories. Int. J. Comput. Integr. Manuf. 35(4-5): 341-344 (2022) - [j18]Laura Cattaneo, Adalberto Polenghi, Marco Macchi:
A framework to integrate novelty detection and remaining useful life prediction in Industry 4.0-based manufacturing systems. Int. J. Comput. Integr. Manuf. 35(4-5): 388-408 (2022) - [j17]Adalberto Polenghi, Irene Roda, Marco Macchi, Alessandro Pozzetti:
Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions. J. Ind. Inf. Integr. 27: 100286 (2022) - [j16]Adalberto Polenghi, Irene Roda, Marco Macchi, Alessandro Pozzetti, Hervé Panetto:
Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management. J. Ind. Inf. Integr. 27: 100298 (2022) - [c37]Irene Roda, Simone Arena, Marco Macchi, Pier Francesco Orrù:
Application of Total Cost of Ownership Driven Methodology for Predictive Maintenance Implementation in the Food Industry. APMS (2) 2022: 34-40 - [c36]Alessandro Ruberti, Adalberto Polenghi, Marco Macchi:
A Framework for Asset Centered Servitization Based on Micro-services. APMS (2) 2022: 262-269 - [c35]Federica Acerbi, Adalberto Polenghi, Walter Quadrini, Marco Macchi, Marco Taisch:
Fostering Circular Manufacturing Through the Integration of Genetic Algorithm and Process Mining. APMS (2) 2022: 407-414 - [c34]Chiara Franciosi, Adalberto Polenghi, Mario Lezoche, Alexandre Voisin, Irene Roda, Marco Macchi:
Semantic Interoperability in Industrial Maintenance-related Applications: Multiple Ontologies Integration towards a Unified BFO-compliant Taxonomy. IN4PL 2022: 218-229 - 2021
- [j15]Hervé Panetto, Arturo Molina Gutiérrez, Georg Weichhart, Marco Macchi:
Control issues in the cyber-physical manufacturing enterprise. Annu. Rev. Control. 51: 344-345 (2021) - [j14]Alberto Villalonga, Elisa Negri, Giacomo Biscardo, Fernando Castaño, Rodolfo E. Haber, Luca Fumagalli, Marco Macchi:
A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins. Annu. Rev. Control. 51: 357-373 (2021) - [j13]Irene Roda, Marco Macchi:
Maintenance concepts evolution: a comparative review towards Advanced Maintenance conceptualization. Comput. Ind. 133: 103531 (2021) - [j12]Elisa Negri, Vibhor Pandhare, Laura Cattaneo, Jaskaran Singh, Marco Macchi, Jay Lee:
Field-synchronized Digital Twin framework for production scheduling with uncertainty. J. Intell. Manuf. 32(4): 1207-1228 (2021) - [j11]Ahmad Barari, Marcos de Sales Guerra Tsuzuki, Yuval Cohen, Marco Macchi:
Editorial: intelligent manufacturing systems towards industry 4.0 era. J. Intell. Manuf. 32(7): 1793-1796 (2021) - [c33]Chiara Franciosi, Irene Roda, Alexandre Voisin, Salvatore Miranda, Marco Macchi, Benoît Iung:
Sustainable Maintenance Performances and EN 15341: 2019: An Integration Proposal. APMS (4) 2021: 401-409 - [c32]Alberto Franzini, Adalberto Polenghi, Irene Roda, Marco Macchi:
System-Level Overall Equipment Effectiveness for Improving Asset Management Performance: A Case Study Application. APMS (4) 2021: 410-417 - [c31]Lorenzo Ragazzini, Nicolò Saporiti, Elisa Negri, Tommaso Rossi, Marco Macchi, Giovanni Pirovano:
A Digital Twin-based Approach to the Real-time Assembly Line Balancing Problem. IN4PL 2021: 93-99 - [p1]David Romero, Gregor von Cieminski, Thorsten Wuest, Paolo Gaiardelli, Ilkyeong Moon, Giuditta Pezzotta, Stefan A. Wiesner, Marco Macchi, Jannicke Baalsrud Hauge, Irene Roda, Daryl Powell, Torbjørn H. Netland, Boonserm (Serm) Kulvatunyou, Nick Szirbik, Christoph Roser, Erlend Alfnes, Martin Rudberg:
Advances in Production Management Systems: Issues, Trends, and Vision Towards 2030. IFIP's Exciting First 60+ Years 2021: 194-221 - [e1]Hervé Panetto, Marco Macchi, Kurosh Madani:
Proceedings of the 2nd International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2021, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-535-7 [contents] - 2020
- [j10]Francisco J. Tapia-Ubeda, Pablo A. Miranda, Irene Roda, Marco Macchi, Orlando Durán:
Modelling and solving spare parts supply chain network design problems. Int. J. Prod. Res. 58(17): 5299-5319 (2020) - [j9]Maria Holgado, Marco Macchi, Stephen Evans:
Exploring the impacts and contributions of maintenance function for sustainable manufacturing. Int. J. Prod. Res. 58(23): 7292-7310 (2020) - [c30]Lorenzo Ragazzini, Elisa Negri, Luca Fumagalli, Marco Macchi, Jacek Kozlowski:
Tolerance Scheduling for CPS. ICPS 2020: 487-492 - [c29]Federica Acerbi, Adalberto Polenghi, Irene Roda, Marco Macchi, Marco Taisch:
Exploring Synergies Between Circular Economy and Asset Management. APMS (2) 2020: 695-702 - [c28]Adalberto Polenghi, Irene Roda, Marco Macchi, Alessandro Pozzetti:
A Conceptual Model of the IT Ecosystem for Asset Management in the Global Manufacturing Context. APMS (2) 2020: 711-719 - [c27]Loredana Cristaldi, Alessandro Ferrero, Marco Macchi, Amirabbas Mehrafshan, Pasquale Arpaia:
Virtual Sensors: a Tool to Improve Reliability. MetroInd4.0&IoT 2020: 142-145
2010 – 2019
- 2019
- [c26]Adalberto Polenghi, Irene Roda, Marco Macchi, Paolo Trucco:
Risk Sources Affecting the Asset Management Decision-Making Process in Manufacturing: A Systematic Review of the Literature. APMS (1) 2019: 274-282 - [c25]Adalberto Polenghi, Irene Roda, Marco Macchi, Alessandro Pozzetti:
Conceptual Framework for a Data Model to Support Asset Management Decision-Making Process. APMS (1) 2019: 283-290 - [c24]Irene Roda, Simone Arena, Marco Macchi, Pier Francesco Orrù:
Total Cost of Ownership Driven Methodology for Predictive Maintenance Implementation in Industrial Plants. APMS (1) 2019: 315-322 - [c23]Alessia Napoleone, Ann-Louise Andersen, Alessandro Pozzetti, Marco Macchi:
Reconfigurable Manufacturing: A Classification of Elements Enabling Convertibility and Scalability. APMS (1) 2019: 349-356 - 2018
- [j8]Francisco J. Tapia-Ubeda, Pablo A. Miranda, Marco Macchi:
A Generalized Benders Decomposition based algorithm for an inventory location problem with stochastic inventory capacity constraints. Eur. J. Oper. Res. 267(3): 806-817 (2018) - [j7]Alessia Napoleone, Alessandro Pozzetti, Marco Macchi:
A framework to manage reconfigurability in manufacturing. Int. J. Prod. Res. 56(11): 3815-3837 (2018) - [c22]Erim Sezer, David Romero, Federico Guedea, Marco Macchi, Christos Emmanouilidis:
An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs. ICE/ITMC 2018: 1-8 - [c21]Irene Roda, Marco Macchi, Luca Fumagalli:
The Future of Maintenance Within Industry 4.0: An Empirical Research in Manufacturing. APMS (2) 2018: 39-46 - [c20]Marco Macchi, Irene Roda, Leonardo Toffoli:
Remaining Useful Life Estimation for Informed End of Life Management of Industrial Assets: A Conceptual Model. APMS (2) 2018: 335-342 - [c19]Alessia Napoleone, Marco Macchi, Alessandro Pozzetti:
A Literature-Based Analysis of the Cyber-Physical Systems Under the Lens of Reconfigurability. APMS (1) 2018: 342-349 - 2017
- [c18]Anna De Carolis, Marco Macchi, Elisa Negri, Sergio Terzi:
Guiding manufacturing companies towards digitalization a methodology for supporting manufacturing companies in defining their digitalization roadmap. ICE/ITMC 2017: 487-495 - [c17]Anna De Carolis, Marco Macchi, Boonserm Kulvatunyou, Michael P. Brundage, Sergio Terzi:
Maturity Models and Tools for Enabling Smart Manufacturing Systems: Comparison and Reflections for Future Developments. PLM 2017: 23-35 - [c16]Anna De Carolis, Marco Macchi, Elisa Negri, Sergio Terzi:
A Maturity Model for Assessing the Digital Readiness of Manufacturing Companies. APMS (1) 2017: 13-20 - [c15]Luca Fumagalli, Marco Macchi, Irene Roda, Alice Giacomin:
Cross-Correlation Method for Orchestration of Preventive Maintenance Interventions. APMS (1) 2017: 84-91 - [c14]Irene Roda, Marco Macchi, C. Parmigiani, Adolfo Arata Andreani:
System-Oriented Reliability-Based Methodology for Optimal Joint Maintenance and Production Planning. APMS (1) 2017: 92-100 - [c13]Alessia Napoleone, Marco Macchi, Alessandro Pozzetti:
An Investigation on Implemented Actions to Improve Responsiveness in Manufacturing Firms. APMS (2) 2017: 184-192 - [c12]Marco Macchi, Irene Roda, Luca Fumagalli:
On the Advancement of Maintenance Management Towards Smart Maintenance in Manufacturing. APMS (1) 2017: 383-390 - 2016
- [c11]Sayyed Shoaib ul Hasan, Marco Macchi, Alessandro Pozzetti:
Pursuit of Responsiveness in SMEs Through Dynamic Allocation of Flexible Workers: A Simulation Study. APMS 2016: 154-161 - 2015
- [c10]Elisa Negri, Luca Fumagalli, Marco Macchi, Marco Garetti:
Ontology for Service-Based Control of Production Systems. APMS (2) 2015: 484-492 - 2014
- [c9]Shoaib ul Hasan, Marco Macchi, Alessandro Pozzetti, Ruth Carrasco-Gallego:
Achieving Responsiveness in Small and Medium-Sized Enterprises through Assemble To Order Strategy. APMS (3) 2014: 208-215 - [c8]Marco Macchi, Alessandro Pozzetti, Luca Fumagalli:
Industrial Implementation of Models for Joint Production and Maintenance Planning. APMS (1) 2014: 499-506 - [c7]Marco Macchi, Alessandro Pozzetti, Luca Fumagalli:
Exploring the Integration of Maintenance with Production Management in SMEs. APMS (1) 2014: 507-514 - 2012
- [j6]Marco Macchi, Marco Garetti, Domenico Centrone, Luca Fumagalli, Gian Piero Pavirani:
Maintenance management of railway infrastructures based on reliability analysis. Reliab. Eng. Syst. Saf. 104: 71-83 (2012) - [j5]Marco Macchi, Fredy Kristjanpoller, Marco Garetti, Adolfo Arata, Luca Fumagalli:
Introducing buffer inventories in the RBD analysis of process production systems. Reliab. Eng. Syst. Saf. 104: 84-95 (2012) - [c6]Maria Holgado, Donatella Corti, Marco Macchi, Padmakshi Rana, Samuel W. Short, Steve Evans:
Business Modelling for Sustainable Manufacturing. APMS (1) 2012: 166-174 - 2011
- [j4]Elisabeth Ilie Zudor, Marco Macchi, László Monostori, Stefano Scotti, Zsolt Kemény:
Engineering education on supply-chain management for students and for employees in industry. Comput. Appl. Eng. Educ. 19(1): 81-88 (2011)
2000 – 2009
- 2007
- [j3]Sergio Cavalieri, Sergio Terzi, Marco Macchi:
A Benchmarking Service for the evaluation and comparison of scheduling techniques. Comput. Ind. 58(7): 656-666 (2007) - 2006
- [j2]Marco Macchi, Marco Garetti:
Information requirements for e-maintenance strategic planning: A benchmark study in complex production systems. Comput. Ind. 57(6): 581-594 (2006) - [c5]Marco Macchi:
Comparing Performance Measures for the Trade Off of Flow Time and Throughput in Complex Manufacturing Systems. APMS 2006: 143-150 - 2003
- [j1]Sergio Cavalieri, Marco Macchi, Paul Valckenaers:
Benchmarking the performance of manufacturing control systems: design principles for a web-based simulated testbed. J. Intell. Manuf. 14(1): 43-58 (2003) - 2002
- [c4]Sergio Cavalieri, Marco Garetti, Marco Macchi, Alessandro Campi, Francesca Collina, Alberto Colorni, Ignazio Locatelli, Tiziana Longeri, Gregor von Cieminski, Jens Lopitzsch, Maria di Mascolo, Yannick Frein, Botond Kádár, László Monostori, Elisabeta Ilie Zudor, Alberto Meroni, Nicoletta Santambrogio:
Virtual Institute for the Modelling of Industrial Manufacturing Systems: Integration of on-line and 'face-to-face' learning in an international platform for teaching and research. TelE-Learning 2002: 153-159 - [c3]Gregor von Cieminski, Marco Macchi, Marco Garetti, Hans-Peter Wiendahl:
Proposal of a Reference Framework for Manufacturing Systems Engineering. ICEIMT 2002: 167-176 - [c2]Marco Macchi, Marco Garetti, Paolo Locatelli, Renata Diazz:
Internet-Based Integration for Collaborative Business Processes: Implementing the Technology in SMEs. APMS 2002: 289-304
1990 – 1999
- 1999
- [c1]Sergio Cavalieri, Marco Garetti, Marco Macchi, Marco Taisch:
Assessing the performances of a market-like model through an experimental comparison with dispatching rules. APMS 1999: 120-127
Coauthor Index
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