Sofia Koukoura

760 total citations
24 papers, 439 citations indexed

About

Sofia Koukoura is a scholar working on Control and Systems Engineering, Mechanical Engineering and Safety, Risk, Reliability and Quality. According to data from OpenAlex, Sofia Koukoura has authored 24 papers receiving a total of 439 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Control and Systems Engineering, 13 papers in Mechanical Engineering and 5 papers in Safety, Risk, Reliability and Quality. Recurrent topics in Sofia Koukoura's work include Machine Fault Diagnosis Techniques (21 papers), Gear and Bearing Dynamics Analysis (13 papers) and Mechanical Failure Analysis and Simulation (5 papers). Sofia Koukoura is often cited by papers focused on Machine Fault Diagnosis Techniques (21 papers), Gear and Bearing Dynamics Analysis (13 papers) and Mechanical Failure Analysis and Simulation (5 papers). Sofia Koukoura collaborates with scholars based in United Kingdom, Spain and Denmark. Sofia Koukoura's co-authors include James Carroll, Alasdair McDonald, Athanasios Kolios, S.D.J. McArthur, A. Turnbull, Matti Niclas Scheu, David Infield, Andrés Honrubia‐Escribano, Emilio Gómez‐Lázaro and Estefanía Artigao and has published in prestigious journals such as Renewable and Sustainable Energy Reviews, Reliability Engineering & System Safety and Energies.

In The Last Decade

Sofia Koukoura

23 papers receiving 423 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Sofia Koukoura United Kingdom 11 305 140 101 91 65 24 439
J Tautz-Weinert United Kingdom 7 291 1.0× 93 0.7× 88 0.9× 132 1.5× 39 0.6× 14 404
Estefanía Artigao Spain 11 406 1.3× 166 1.2× 100 1.0× 225 2.5× 78 1.2× 21 594
Tommy Andy Tameghe Canada 5 330 1.1× 177 1.3× 66 0.7× 143 1.6× 82 1.3× 8 539
Pierre Tchakoua Canada 4 330 1.1× 177 1.3× 66 0.7× 140 1.5× 82 1.3× 7 533
Christian Tutivén Spain 10 369 1.2× 213 1.5× 46 0.5× 136 1.5× 105 1.6× 43 563
Milad Rezamand Canada 7 326 1.1× 142 1.0× 72 0.7× 81 0.9× 83 1.3× 9 413
Surya Teja Kandukuri Norway 8 250 0.8× 124 0.9× 54 0.5× 88 1.0× 65 1.0× 20 353
Yanhui Feng China 13 550 1.8× 234 1.7× 123 1.2× 243 2.7× 81 1.2× 27 762
Han Cheng China 9 403 1.3× 262 1.9× 85 0.8× 45 0.5× 89 1.4× 21 593
Stefan Faulstich Germany 12 359 1.2× 126 0.9× 226 2.2× 207 2.3× 68 1.0× 20 697

Countries citing papers authored by Sofia Koukoura

Since Specialization
Citations

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

Fields of papers citing papers by Sofia Koukoura

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sofia Koukoura

This figure shows the co-authorship network connecting the top 25 collaborators of Sofia Koukoura. A scholar is included among the top collaborators of Sofia Koukoura 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 Sofia Koukoura. Sofia Koukoura 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.
Kolios, Athanasios, M. H. Richmond, Sofia Koukoura, & Baran Yeter. (2023). Effect of weather forecast uncertainty on offshore wind farm availability assessment. Ocean Engineering. 285. 115265–115265. 5 indexed citations
2.
Dixon, James, et al.. (2021). Spatially Disaggregated Car Ownership Prediction Using Deep Neural Networks. Future Transportation. 1(1). 113–133. 5 indexed citations
3.
Carroll, James, et al.. (2021). Investigation of Isolation Forest for Wind Turbine Pitch System Condition Monitoring Using SCADA Data. Energies. 14(20). 6601–6601. 12 indexed citations
4.
Carroll, James, et al.. (2021). Investigation of anomaly detection technique for wind turbine pitch systems. IET conference proceedings.. 2021(2). 277–282. 3 indexed citations
5.
Koukoura, Sofia, Cédric Peeters, Jan Helsen, & James Carroll. (2020). Investigating parallel multi-step vibration processing pipelines for planetary stage fault detection in wind turbine drivetrains. Journal of Physics Conference Series. 1618(2). 22054–22054. 7 indexed citations
6.
Koukoura, Sofia, et al.. (2020). Reliability, availability, maintainability data review for the identification of trends in offshore wind energy applications. Renewable and Sustainable Energy Reviews. 136. 110414–110414. 96 indexed citations
7.
Koukoura, Sofia, Matti Niclas Scheu, & Athanasios Kolios. (2020). Influence of extended potential-to-functional failure intervals through condition monitoring systems on offshore wind turbine availability. Reliability Engineering & System Safety. 208. 107404–107404. 24 indexed citations
8.
Koukoura, Sofia, Matti Niclas Scheu, & Athanasios Kolios. (2020). Influence of extended potential-to-functional failure intervals through condition monitoring systems on offshore wind turbine availability. Zenodo (CERN European Organization for Nuclear Research).
9.
Carroll, James, et al.. (2020). Comparison of New Anomaly Detection Technique for Wind Turbine Condition Monitoring Using Gearbox SCADA Data. Energies. 13(19). 5152–5152. 41 indexed citations
10.
Turnbull, A., et al.. (2020). Effect of Time History on Normal Behaviour Modelling Using SCADA Data to Predict Wind Turbine Failures. Energies. 13(18). 4745–4745. 17 indexed citations
11.
Koukoura, Sofia, et al.. (2019). Comparison of wind turbine gearbox vibration analysis algorithms based on feature extraction and classification. IET Renewable Power Generation. 13(14). 2549–2557. 26 indexed citations
12.
Koukoura, Sofia, James Carroll, & Alasdair McDonald. (2019). Diagnostic Framework for Wind Turbine Gearboxes Using Machine Learning. Annual Conference of the PHM Society. 11(1). 1 indexed citations
13.
Turnbull, A., James Carroll, Sofia Koukoura, & Alasdair McDonald. (2019). Prediction of wind turbine generator bearing failure through analysis of high‐frequency vibration data and the application of support vector machine algorithms. The Journal of Engineering. 2019(18). 4965–4969. 16 indexed citations
14.
Turnbull, A., James Carroll, Alasdair McDonald, & Sofia Koukoura. (2019). Prediction of wind turbine generator failure using two‐stage cluster‐classification methodology. Wind Energy. 22(11). 1593–1602. 7 indexed citations
15.
Koukoura, Sofia. (2018). Insight into Wind Turbine Planet Bearing Fault Prediction Using SCADA Data. PHM Society European Conference. 4(1). 3 indexed citations
16.
Carroll, James, et al.. (2018). Wind turbine gearbox failure and remaining useful life prediction using machine learning techniques. Wind Energy. 22(3). 360–375. 80 indexed citations
17.
Koukoura, Sofia, et al.. (2018). Wind turbine gearbox planet bearing failure prediction using vibration data. Journal of Physics Conference Series. 1104. 12016–12016. 3 indexed citations
18.
Artigao, Estefanía, Sofia Koukoura, Andrés Honrubia‐Escribano, et al.. (2018). Current Signature and Vibration Analyses to Diagnose an In-Service Wind Turbine Drive Train. Energies. 11(4). 960–960. 37 indexed citations
19.
Koukoura, Sofia, James Carroll, & Alasdair McDonald. (2017). Wind Turbine Intelligent Gear Fault Identification. Annual Conference of the PHM Society. 9(1). 6 indexed citations
20.
Koukoura, Sofia, et al.. (2017). Wind turbine gearbox vibration signal signature and fault development through time. 1380–1384. 3 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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