Michael Freitag

4.2k total citations
199 papers, 2.5k citations indexed

About

Michael Freitag is a scholar working on Industrial and Manufacturing Engineering, Control and Systems Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Michael Freitag has authored 199 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 119 papers in Industrial and Manufacturing Engineering, 26 papers in Control and Systems Engineering and 18 papers in Computer Vision and Pattern Recognition. Recurrent topics in Michael Freitag's work include Flexible and Reconfigurable Manufacturing Systems (59 papers), Scheduling and Optimization Algorithms (38 papers) and Manufacturing Process and Optimization (30 papers). Michael Freitag is often cited by papers focused on Flexible and Reconfigurable Manufacturing Systems (59 papers), Scheduling and Optimization Algorithms (38 papers) and Manufacturing Process and Optimization (30 papers). Michael Freitag collaborates with scholars based in Germany, Brazil and United Kingdom. Michael Freitag's co-authors include Bernd Scholz‐Reiter, Mirko Kück, Michael Lütjen, Enzo Morosini Frazzon, Klaus‐Dieter Thoben, Torsten Hildebrandt, Nicholas Cummins, Björn W. Schuller, Maurice Gerczuk and Shahin Amiriparian and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Michael Freitag

173 papers receiving 2.4k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Michael Freitag Germany 27 1.3k 270 259 235 213 199 2.5k
Amelia Regan United States 31 873 0.7× 200 0.7× 160 0.6× 270 1.1× 148 0.7× 141 2.7k
Nasser Jazdi Germany 23 1.3k 1.0× 356 1.3× 385 1.5× 168 0.7× 148 0.7× 146 2.5k
S. G. Ponnambalam Malaysia 36 2.2k 1.7× 507 1.9× 339 1.3× 229 1.0× 233 1.1× 155 3.5k
Michael Weyrich Germany 28 1.6k 1.2× 532 2.0× 477 1.8× 144 0.6× 227 1.1× 232 3.2k
José Barata Portugal 27 1.8k 1.4× 393 1.5× 387 1.5× 368 1.6× 413 1.9× 234 3.5k
Kesheng Wang Norway 28 866 0.7× 370 1.4× 806 3.1× 192 0.8× 146 0.7× 70 2.9k
André Borrmann Germany 35 537 0.4× 246 0.9× 145 0.6× 96 0.4× 305 1.4× 260 4.3k
Bernd Scholz‐Reiter Germany 25 1.8k 1.4× 379 1.4× 360 1.4× 371 1.6× 214 1.0× 156 2.8k
Dušan Teodorović Serbia 34 1.2k 0.9× 528 2.0× 750 2.9× 77 0.3× 102 0.5× 116 3.4k

Countries citing papers authored by Michael Freitag

Since Specialization
Citations

This map shows the geographic impact of Michael Freitag'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 Michael Freitag with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Freitag more than expected).

Fields of papers citing papers by Michael Freitag

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Freitag. 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 Michael Freitag. The network helps show where Michael Freitag may publish in the future.

Co-authorship network of co-authors of Michael Freitag

This figure shows the co-authorship network connecting the top 25 collaborators of Michael Freitag. A scholar is included among the top collaborators of Michael Freitag 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 Michael Freitag. Michael Freitag is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Freitag, Michael, et al.. (2025). Automated algorithm selection for Predictive Maintenance: Advances and challenges. Journal of Manufacturing Systems. 82. 964–975.
2.
Freitag, Michael, et al.. (2024). Unsupervised Model Selection for Assembly Process Optimization. Procedia CIRP. 130. 597–603.
3.
Freitag, Michael, et al.. (2024). Operator Role Classification in Human-Automation Interaction: A Systematic Review. IFAC-PapersOnLine. 58(19). 1276–1281.
4.
Keiser, Dennis D., et al.. (2024). Implementation of Life Cycle Assessment into the Customization Process of Aircraft Cabins. Transportation research procedia. 81. 25–34. 1 indexed citations
5.
Lütjen, Michael, et al.. (2024). Framework for Designing Quality-Centered Assistance Systems for the Smart Factory. Procedia CIRP. 128. 381–386.
6.
Freitag, Michael, et al.. (2024). Improving production and maintenance planning with meta-learning-based failure prediction. Journal of Manufacturing Systems. 75. 42–55. 4 indexed citations
7.
Freitag, Michael, et al.. (2024). Adaptive Ensemble Learning for Machine Tool Prognostics from Meta-Feature-Based Context Information. IFAC-PapersOnLine. 58(8). 252–257.
8.
Freitag, Michael, et al.. (2024). Cognitive Assistance Systems in Intralogistics: A User Study on the Effects of Varying Levels of Customization. IFAC-PapersOnLine. 58(19). 1102–1107.
9.
Freitag, Michael, et al.. (2023). Method to Model the Environmental Impacts of Aircraft Cabin Configurations during the Operational Phase. Sustainability. 15(6). 5477–5477. 6 indexed citations
10.
Freitag, Michael, et al.. (2023). Life cycle assessment in aviation: A systematic literature review of applications, methodological approaches and challenges. Journal of Air Transport Management. 110. 102418–102418. 30 indexed citations
11.
Freitag, Michael, et al.. (2023). Automatic model generation for material flow simulations of Third-Party Logistics. Journal of Intelligent Manufacturing. 35(8). 3857–3874. 4 indexed citations
12.
Freitag, Michael, et al.. (2022). Towards a priority rule to integrate maintenance operations into production schedules. IFAC-PapersOnLine. 55(10). 430–435.
13.
Hauge, Jannicke Baalsrud, et al.. (2022). Digital Twins: A Maturity Model for Their Classification and Evaluation. IEEE Access. 10. 69605–69635. 61 indexed citations
14.
Lütjen, Michael, et al.. (2021). Autonomous, low-cost sensor module for fill level measurement for a self-learning electronic Kanban system. IFAC-PapersOnLine. 54(1). 623–628. 1 indexed citations
15.
Frazzon, Enzo Morosini, et al.. (2021). Conceptual Model for Integrated Production and Maintenance Planning with Automated Prognostic Method Selection. IFAC-PapersOnLine. 54(1). 635–640. 5 indexed citations
16.
Freitag, Michael, et al.. (2021). Prognostic Methods for Predictive Maintenance: A generalized Topology. IFAC-PapersOnLine. 54(1). 629–634. 4 indexed citations
17.
Lütjen, Michael, et al.. (2020). Simulated-based methodology for the interface configuration of cyber-physical production systems. International Journal of Production Research. 59(17). 5388–5403. 20 indexed citations
18.
Pannek, Jürgen, et al.. (2020). A Numerical Study on the Effects of Trust in Supplier Development. Processes. 8(3). 300–300. 1 indexed citations
19.
Freitag, Michael, et al.. (2020). Demand for Special Vessels for the Decommissioning of Offshore Wind Turbines in the German North Sea-A Simulation Study. 4 indexed citations
20.
Lütjen, Michael, et al.. (2018). A Simulation Study of Feeder-Based Installation Concepts for Offshore Wind Farms. 10 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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