1. Comparison of wind turbine gearbox vibration analysis algorithms based on feature extraction and classification. Issue 14 (15th August 2019) Authors: Koukoura, Sofia; Carroll, James; McDonald, Alasdair; Weiss, Stephan Journal: IET renewable power generation Issue: Volume 13:Issue 14(2019) Page Start: 2549 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Influence of extended potential-to-functional failure intervals through condition monitoring systems on offshore wind turbine availability. (April 2021) Authors: Koukoura, Sofia; Scheu, Matti Niclas; Kolios, Athanasios Journal: Reliability engineering & system safety Issue: Volume 208(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Investigating parallel multi-step vibration processing pipelines for planetary stage fault detection in wind turbine drivetrains. Issue 2 (September 2020) Authors: Koukoura, Sofia; Peeters, Cédric; Helsen, Jan; Carroll, James Journal: Journal of physics Issue: Volume 1618:Issue 2(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. On the use of AI based vibration condition monitoring of wind turbine gearboxes. (May 2019) Authors: Koukoura, Sofia; Carroll, James; McDonald, Alasdair Journal: Journal of physics Issue: Volume 1222(2019) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Prediction of wind turbine generator bearing failure through analysis of high‐frequency vibration data and the application of support vector machine algorithms. Issue 18 (18th June 2019) Authors: Turnbull, Alan; Carroll, James; Koukoura, Sofia; McDonald, Alasdair Journal: Journal of engineering Issue: Volume 2019:Issue 18(2019) Page Start: 4965 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Prediction of wind turbine generator failure using two‐stage cluster‐classification methodology. Issue 11 (7th August 2019) Authors: Turnbull, Alan; Carroll, James; McDonald, Alasdair; Koukoura, Sofia Journal: Wind energy Issue: Volume 22:Issue 11(2019) Page Start: 1593 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Wind turbine gearbox failure and remaining useful life prediction using machine learning techniques. Issue 3 (6th November 2018) Authors: Carroll, James; Koukoura, Sofia; McDonald, Alasdair; Charalambous, Anastasis; Weiss, Stephan; McArthur, Stephen Journal: Wind energy Issue: Volume 22:Issue 3(2019) Page Start: 360 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗