Marco Macchi

6.0k total citations · 1 hit paper
173 papers, 3.6k citations indexed

About

Marco Macchi is a scholar working on Industrial and Manufacturing Engineering, Management Information Systems and Medical Laboratory Technology. According to data from OpenAlex, Marco Macchi has authored 173 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 89 papers in Industrial and Manufacturing Engineering, 41 papers in Management Information Systems and 30 papers in Medical Laboratory Technology. Recurrent topics in Marco Macchi's work include Flexible and Reconfigurable Manufacturing Systems (47 papers), Digital Transformation in Industry (41 papers) and Manufacturing Process and Optimization (37 papers). Marco Macchi is often cited by papers focused on Flexible and Reconfigurable Manufacturing Systems (47 papers), Digital Transformation in Industry (41 papers) and Manufacturing Process and Optimization (37 papers). Marco Macchi collaborates with scholars based in Italy, Spain and United Kingdom. Marco Macchi's co-authors include Luca Fumagalli, Elisa Negri, Irene Roda, Alessandro Pozzetti, Laura Cattaneo, Alessia Napoleone, Sergio Cavalieri, Marco Garetti, Maria Holgado and Adolfo Crespo Márquez and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Cleaner Production and European Journal of Operational Research.

In The Last Decade

Marco Macchi

162 papers receiving 3.4k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A Review of the Roles of Digital Twin in CPS-based Production Systems

2017 1.0k citations Elisa Negri, Luca Fumagalli et al. profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Marco Macchi	2.3k	523	510	447	355	173	3.6k
Luca Fumagalli	2.4k 1.0×	402 0.8×	350 0.7×	319 0.7×	253 0.7×	112	3.7k
Behrad Bagheri	3.0k 1.3×	273 0.5×	646 1.3×	427 1.0×	633 1.8×	14	4.6k
Hung-An Kao	2.7k 1.2×	230 0.4×	569 1.1×	397 0.9×	516 1.5×	9	4.1k
Qing Chang	1.6k 0.7×	452 0.9×	288 0.6×	220 0.5×	474 1.3×	149	2.7k
Dimitris Kiritsis	2.9k 1.3×	379 0.7×	863 1.7×	865 1.9×	310 0.9×	179	5.1k
Adolfo Crespo Márquez	572 0.2×	959 1.8×	702 1.4×	451 1.0×	458 1.3×	153	2.9k
Jiewu Leng	4.2k 1.8×	314 0.6×	495 1.0×	629 1.4×	442 1.2×	139	6.5k
El‐Houssaine Aghezzaf	1.5k 0.7×	780 1.5×	775 1.5×	636 1.4×	386 1.1×	170	3.1k
Tullio Tolio	2.6k 1.1×	320 0.6×	795 1.6×	467 1.0×	289 0.8×	155	3.5k
Johan Stahre	1.6k 0.7×	184 0.4×	521 1.0×	395 0.9×	150 0.4×	128	2.5k

Countries citing papers authored by Marco Macchi

Since Specialization

Citations

This map shows the geographic impact of Marco Macchi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marco Macchi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marco Macchi more than expected).

Fields of papers citing papers by Marco Macchi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marco Macchi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marco Macchi. The network helps show where Marco Macchi may publish in the future.

Co-authorship network of co-authors of Marco Macchi

This figure shows the co-authorship network connecting the top 25 collaborators of Marco Macchi. A scholar is included among the top collaborators of Marco Macchi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marco Macchi. Marco Macchi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Macchi, Marco, et al.. (2025). Digital twins in manufacturing: A unified conceptual framework. Annual Reviews in Control. 60. 101031–101031. 1 indexed citations

Xiao, Jinhua, et al.. (2025). Knowledge graph-driven process reasoning of human-robot collaborative disassembly strategy for end-of-life products. Robotics and Computer-Integrated Manufacturing. 99. 103211–103211.

Roda, Irene, et al.. (2024). Integrating maintenance and energy problems through a Digital Twin-based decision support framework under the guidance of Asset Management. IFAC-PapersOnLine. 58(8). 7–12. 2 indexed citations

Macchi, Marco, et al.. (2024). Asset Performance Management: current status and future development. IFAC-PapersOnLine. 58(8). 383–388.

Macchi, Marco, et al.. (2024). Digital Twins in Manufacturing: A Three-layer Heat-map Analysis. IFAC-PapersOnLine. 58(19). 646–651. 1 indexed citations

Negri, Elisa, et al.. (2024). Digital Twin-based bottleneck prediction for improved production control. Computers & Industrial Engineering. 192. 110231–110231. 8 indexed citations

Cattaneo, Laura, et al.. (2022). On the role of Data Quality in AI-based Prognostics and Health Management. IFAC-PapersOnLine. 55(19). 61–66. 3 indexed citations

Negri, Elisa, Laura Cattaneo, Vibhor Pandhare, Marco Macchi, & Jay Lee. (2022). Integrating PHM into production scheduling through a Digital Twin-based framework. IFAC-PapersOnLine. 55(19). 31–36. 5 indexed citations

Roda, Irene, et al.. (2022). Proposal and test of a configurable production system Digital Model to support Energy-based Asset Management. IFAC-PapersOnLine. 55(19). 133–138. 3 indexed citations

10.

Brambilla, Andrea, et al.. (2021). Covid-19 Massive Vaccination Center Layouts. A modular and Scalable Model for Lombardy Region, Italy.. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 9 indexed citations

11.

Cattaneo, Laura, et al.. (2021). On the relevance of clustering strategies for collaborative prognostics. IFAC-PapersOnLine. 54(1). 37–42. 1 indexed citations

12.

Acerbi, Federica, et al.. (2021). Enterprise information systems interoperability for asset lifecycle management to enhance circular manufacturing. IFAC-PapersOnLine. 54(1). 361–366. 2 indexed citations

13.

Negri, Elisa, et al.. (2021). A Digital Twin-based Predictive Strategy for Workload Control. IFAC-PapersOnLine. 54(1). 743–748. 9 indexed citations

14.

Roda, Irene, et al.. (2021). Multi-attribute Ontology-based Criticality Analysis of manufacturing assets for maintenance strategies planning. IFAC-PapersOnLine. 54(1). 55–60. 8 indexed citations

15.

Márquez, Adolfo Crespo, Marco Macchi, & Ajith Kumar Parlikad. (2019). Value Based and Intelligent Asset Management Mastering the Asset Management Transformation in Industrial Plants and Infrastructures. Cambridge University Engineering Department Publications Database. 2 indexed citations

16.

Tornese, Fabiana, et al.. (2014). A systematic framework for defining environmental performance metrics for industrial services. Cambridge University Engineering Department Publications Database. 1 indexed citations

17.

Staudacher, Alberto Portioli, et al.. (2012). A model for considering the impact of rescheduling planned maintenance activities in a maintenance service contract. Production Planning & Control. 25(3). 241–259. 9 indexed citations

18.

Fumagalli, Luca, et al.. (2010). Towards e-Maintenance: maturity assessment of maintenance services for new ICT introduction. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 1–8. 2 indexed citations

19.

Garetti, Marco, et al.. (2006). Principi generali di gestione della manutenzione. CERN Document Server (European Organization for Nuclear Research). 3 indexed citations

20.

Ilie‐Zudor, Elisabeth, Roberto Pinto, Marco Macchi, & László Monostori. (2005). eSCM: Education on Supply-Chain Management on Graduate Level and within Corporations. AEE Journal. 2(2). 66–73. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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