Birgit Köppen-Seliger

656 total citations
22 papers, 439 citations indexed

About

Birgit Köppen-Seliger is a scholar working on Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Birgit Köppen-Seliger has authored 22 papers receiving a total of 439 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Control and Systems Engineering, 6 papers in Artificial Intelligence and 6 papers in Mechanical Engineering. Recurrent topics in Birgit Köppen-Seliger's work include Fault Detection and Control Systems (22 papers), Advanced Control Systems Optimization (8 papers) and Machine Fault Diagnosis Techniques (6 papers). Birgit Köppen-Seliger is often cited by papers focused on Fault Detection and Control Systems (22 papers), Advanced Control Systems Optimization (8 papers) and Machine Fault Diagnosis Techniques (6 papers). Birgit Köppen-Seliger collaborates with scholars based in Germany and France. Birgit Köppen-Seliger's co-authors include Paul M. Frank, P.M. Frank, X. Ding, Teodor Marcu, Eloy García, Efraín Alcorta García, Steven X. Ding, Michele Capobianco, S. Gentil and Annemarie Wolff and has published in prestigious journals such as Engineering Applications of Artificial Intelligence, Control Engineering Practice and International Journal of Approximate Reasoning.

In The Last Decade

Birgit Köppen-Seliger

22 papers receiving 412 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Birgit Köppen-Seliger Germany 10 394 121 106 31 30 22 439
Michał Bartyś Poland 11 348 0.9× 111 0.9× 117 1.1× 21 0.7× 40 1.3× 36 406
Michał Syfert Poland 10 341 0.9× 104 0.9× 110 1.0× 24 0.8× 49 1.6× 41 416
Teodor Marcu Romania 10 306 0.8× 88 0.7× 100 0.9× 34 1.1× 14 0.5× 20 356
Mihiar Ayoubi Germany 10 258 0.7× 97 0.8× 94 0.9× 34 1.1× 11 0.4× 21 328
Wojciech Cholewa Poland 5 191 0.5× 65 0.5× 94 0.9× 27 0.9× 25 0.8× 17 322
Faisel J. Uppal United Kingdom 10 271 0.7× 71 0.6× 81 0.8× 32 1.0× 11 0.4× 12 316
Mark Kotanchek United States 5 380 1.0× 264 2.2× 92 0.9× 11 0.4× 67 2.2× 10 501
Önder Uluyol United States 7 226 0.6× 38 0.3× 64 0.6× 34 1.1× 39 1.3× 20 326
Lamiaa M. Elshenawy Egypt 10 240 0.6× 121 1.0× 63 0.6× 9 0.3× 48 1.6× 15 304

Countries citing papers authored by Birgit Köppen-Seliger

Since Specialization
Citations

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

Fields of papers citing papers by Birgit Köppen-Seliger

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Birgit Köppen-Seliger. 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 Birgit Köppen-Seliger. The network helps show where Birgit Köppen-Seliger may publish in the future.

Co-authorship network of co-authors of Birgit Köppen-Seliger

This figure shows the co-authorship network connecting the top 25 collaborators of Birgit Köppen-Seliger. A scholar is included among the top collaborators of Birgit Köppen-Seliger 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 Birgit Köppen-Seliger. Birgit Köppen-Seliger 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.
Marcu, Teodor, et al.. (2007). Design of fault detection for a hydraulic looper using dynamic neural networks. Control Engineering Practice. 16(2). 192–213. 33 indexed citations
2.
Köppen-Seliger, Birgit, P.M. Frank, & Annemarie Wolff. (2005). Residual evaluation for fault detection and isolation with RCE neural networks. 5. 3264–3268. 3 indexed citations
3.
Köppen-Seliger, Birgit, et al.. (2005). Robust nonlinear observer-based fault detection for a U-tube steam generator. 2. 1134–1135. 1 indexed citations
4.
Marcu, Teodor & Birgit Köppen-Seliger. (2004). Dynamic functional-link neural networks genetically evolved applied to system identification.. The European Symposium on Artificial Neural Networks. 115–120. 4 indexed citations
5.
Marcu, Teodor, Birgit Köppen-Seliger, P.M. Frank, & Steven X. Ding. (2003). Dynamic functional — Link neural networks genetically evolved applied to fault diagnosis. 1363–1368. 3 indexed citations
6.
Köppen-Seliger, Birgit, et al.. (2003). Magic: An Integrated Approach for Diagnostic Data Management and Operator Support. IFAC Proceedings Volumes. 36(5). 447–452. 18 indexed citations
7.
Köppen-Seliger, Birgit, et al.. (2002). A fault diagnosis concept for a high-pressure-preheater line. 3. 2383–2388. 8 indexed citations
8.
Köppen-Seliger, Birgit & P.M. Frank. (2002). Fault detection and isolation in technical processes with neural networks. 3. 2414–2419. 20 indexed citations
9.
Köppen-Seliger, Birgit, et al.. (2002). Fuzzy residual evaluation concept (FREC). 1. 13–18. 2 indexed citations
10.
Köppen-Seliger, Birgit, Steven X. Ding, & Paul M. Frank. (2002). MAGIC – IFATIS: EC-Research Projects. IFAC Proceedings Volumes. 35(1). 293–298. 9 indexed citations
11.
Ding, X., et al.. (2000). Current Developments in the Theory of FDI. IFAC Proceedings Volumes. 33(11). 17–28. 89 indexed citations
12.
Frank, P.M., Eloy García, & Birgit Köppen-Seliger. (2000). Modelling for fault detection and isolation versus modelling for control. Mathematics and Computers in Simulation. 53(4-6). 259–271. 26 indexed citations
13.
García, Efraín Alcorta, et al.. (1999). Knowledge-and data-based models for fault diagnosis. Systems Analysis Modelling Simulation. 35(1). 25–44. 3 indexed citations
14.
Köppen-Seliger, Birgit, Efraín Alcorta García, & P.M. Frank. (1999). Fault detection: Different strategies for modelling applied to the three tank benchmark — A case study. 4432–4437. 12 indexed citations
15.
Frank, Paul M. & Birgit Köppen-Seliger. (1997). Fuzzy logic and neural network applications to fault diagnosis. International Journal of Approximate Reasoning. 16(1). 67–88. 73 indexed citations
16.
Frank, Paul M. & Birgit Köppen-Seliger. (1997). New developments using AI in fault diagnosis. Engineering Applications of Artificial Intelligence. 10(1). 3–14. 97 indexed citations
17.
Köppen-Seliger, Birgit, et al.. (1997). Recurrent Neural Networks for Nonlinear System Modelling in Fault Detection. IFAC Proceedings Volumes. 30(18). 701–706. 3 indexed citations
18.
Köppen-Seliger, Birgit & P.M. Frank. (1996). Neural Networks in Model-Based Fault Diagnosis. IFAC Proceedings Volumes. 29(1). 6389–6394. 18 indexed citations
19.
Frank, Paul M. & Birgit Köppen-Seliger. (1996). New Developments using AI in Fault Diagnosis. IFAC Proceedings Volumes. 29(7). 1–12. 6 indexed citations
20.
García, Efraín Alcorta, Birgit Köppen-Seliger, & P.M. Frank. (1995). A frequency domain approach to residual generation for the industrial actuator benchmark. Control Engineering Practice. 3(12). 1747–1750. 9 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Michał Bartyś Breakdown of academic impact, for papers by Michał Syfert Breakdown of academic impact, for papers by Teodor Marcu Breakdown of academic impact, for papers by Mihiar Ayoubi Breakdown of academic impact, for papers by Wojciech Cholewa Breakdown of academic impact, for papers by Faisel J. Uppal Breakdown of academic impact, for papers by Mark Kotanchek Breakdown of academic impact, for papers by Önder Uluyol Breakdown of academic impact, for papers by Lamiaa M. Elshenawy
Rankless by CCL
2026