Deliverables Websites, patent fillings, videos etc. (1) AWESOME internet portal and first set of dissemination materials A user friendly internet portal will be constructed, maintained and updated with relevant AWESOME information. Documents, reports (4) WP3 Final research report Final report detailing the research activities carried out within the WP. This report will note progress against milestones and key research and training outputs. In addition publications and other tangible outputs will be referenced. WP4 Final research report Final report detailing the research activities carried out within the WP. This report will note progress against milestones and key research and training outputs. In addition publications and other tangible outputs will be referenced. • Supervisory Board of the Network description of the task, responsabilities of the supervisory Board of teh Network, including a list of members WP5 Final research report Final report detailing the research activities carried out within the WP. This report will note progress against milestones and key research and training outputs. In addition publications and other tangible outputs will be referenced. Publications Peer reviewed articles (34) Wind Turbine Failures - Tackling current Problems in Failure Data Analysis Author(s): M D Reder, E Gonzalez, J J Melero Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 072027, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/7/072027 SCADA alarms processing for wind turbine component failure detection Author(s): E Gonzalez, M Reder, J J Melero Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 072019, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/7/072019 Probability density function selection based on the characteristics of wind speed data Author(s): N Y Yürüşen, Julio J Melero Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 032067, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/3/032067 Wind tunnel testing of a closed-loop wake deflection controller for wind farm power maximization Author(s): Filippo Campagnolo, Vlaho Petrović, Johannes Schreiber, Emmanouil M. Nanos, Alessandro Croce, Carlo L. Bottasso Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 032006, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/3/032006 Comparative analysis of binning and Gaussian Process based blade pitch angle curve of a wind turbine for the purpose of condition monitoring Author(s): Ravi Kumar Pandit, David Infield Published in: Journal of Physics: Conference Series, Issue 1102, 2018, Page(s) 012037, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/1102/1/012037 Incorporating air density into a Gaussian process wind turbine power curve model for improving fitting accuracy Author(s): Ravi Kumar Pandit, David Infield, James Carroll Published in: Wind Energy, 2018, Page(s) 302-315, ISSN 1095-4244 Publisher: John Wiley & Sons Inc. DOI: 10.1002/we.2285 Gaussian Process Operational Curves for Wind Turbine Condition Monitoring Author(s): Ravi Pandit, David Infield Published in: Energies, Issue 11/7, 2018, Page(s) 1631, ISSN 1996-1073 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/en11071631 SCADA-based wind turbine anomaly detection using Gaussian process models for wind turbine condition monitoring purposes Author(s): Ravi Kumar Pandit, David Infield Published in: IET Renewable Power Generation, Issue 12/11, 2018, Page(s) 1249-1255, ISSN 1752-1416 Publisher: Institution of Engineering and Technology DOI: 10.1049/iet-rpg.2018.0156 Performance assessment of a wind turbine using SCADA based Gaussian Process model Author(s): Pandit, Ravi Kumar; Infield, David Published in: International Journal of Prognostics and Health Management 9(1), Issue 2, 2018, ISSN 2153-2648 Publisher: PHM Society DOI: 10.5281/zenodo.1295522 Very short-term forecast of near-coastal flow using scanning lidars Author(s): Laura Valldecabres, Alfredo Peña, Michael Courtney, Lueder von Bremen, Martin Kühn Published in: Wind Energy Science, Issue 3/1, 2018, Page(s) 313-327, ISSN 2366-7451 Publisher: Copernicus Publications DOI: 10.5194/wes-3-313-2018 Key Performance Indicators for Wind Farm Operation and Maintenance Author(s): Elena Gonzalez, Emmanouil M. Nanos, Helene Seyr, Laura Valldecabres, Nurseda Y. Yürüşen, Ursula Smolka, Michael Muskulus, Julio J. Melero Published in: Energy Procedia, Issue 137, 2017, Page(s) 559-570, ISSN 1876-6102 Publisher: Elsevier Ltd. DOI: 10.1016/j.egypro.2017.10.385 Very short-term probabilistic forecasting of wind power based on dual-Doppler radar measurements in the North Sea Author(s): L Valldecabres, NG Nygaard, L von Bremen, M Kühn Published in: Journal of Physics: Conference Series, Issue 1037, 2018, Page(s) 052010, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/1037/5/052010 On the Use of Dual-Doppler Radar Measurements for Very Short-Term Wind Power Forecasts Author(s): Laura Valldecabres, Nicolai Nygaard, Luis Vera-Tudela, Lueder von Bremen, Martin Kühn Published in: Remote Sensing, Issue 10/11, 2018, Page(s) 1701, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs10111701 Design of a multipurpose scaled wind turbine model Author(s): E M Nanos, N Kheirallah, F Campagnolo, C L Bottasso Published in: Journal of Physics: Conference Series, Issue 1037, 2018, Page(s) 052016, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/1037/5/052016 Verification and Calibration of a Reduced Order Wind Farm Model by Wind Tunnel Experiments Author(s): J Schreiber, E M Nanos, F Campagnolo, C L Bottasso Published in: Journal of Physics: Conference Series, Issue 854, 2017, Page(s) 012041, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/854/1/012041 Numerical and Experimental Study of Wake Redirection Techniques in a Boundary Layer Wind Tunnel Author(s): J Wang, S Foley, E M Nanos, T Yu, F Campagnolo, C L Bottasso, A Zanotti, A Croce Published in: Journal of Physics: Conference Series, Issue 854, 2017, Page(s) 012048, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/854/1/012048 Stereo particle image velocimetry set up for measurements in the wake of scaled wind turbines Author(s): Gabriele Campanardi, Donato Grassi, Alex Zanotti, Emmanouil M Nanos, Filippo Campagnolo, Alessandro Croce, Carlo L Bottasso Published in: Journal of Physics: Conference Series, Issue 882, 2017, Page(s) 012003, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/882/1/012003 Lifetime extension for large offshore wind farms: Is it enough to reassess fatigue for selected design positions? Author(s): Corantin Bouty, Sebastian Schafhirt, Lisa Ziegler, Michael Muskulus Published in: Energy Procedia, Issue 137, 2017, Page(s) 523-530, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2017.10.381 Lifetime extension of onshore wind turbines: A review covering Germany, Spain, Denmark, and the UK Author(s): Lisa Ziegler, Elena Gonzalez, Tim Rubert, Ursula Smolka, Julio J. Melero Published in: Renewable and Sustainable Energy Reviews, Issue 82, 2018, Page(s) 1261-1271, ISSN 1364-0321 Publisher: Elsevier BV DOI: 10.1016/j.rser.2017.09.100 Fatigue Crack Detection for Lifetime Extension of Monopile-based Offshore Wind Turbines Author(s): Jutta Stutzmann, Lisa Ziegler, Michael Muskulus Published in: Energy Procedia, Issue 137, 2017, Page(s) 143-151, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2017.10.341 Design optimization with genetic algorithms: How does steel mass increase if offshore wind monopiles are designed for a longer service life? Author(s): Lisa Ziegler, Matthieu Rhomberg, Michael Muskulus Published in: Journal of Physics: Conference Series, Issue 1104, 2018, Page(s) 012014, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/1104/1/012014 Using SCADA data for wind turbine condition monitoring – a review Author(s): Jannis Tautz-Weinert, Simon J. Watson Published in: IET Renewable Power Generation, 2016, ISSN 1752-1416 Publisher: Institution of Engineering and Technology DOI: 10.1049/iet-rpg.2016.0248 Comparison of different modelling approaches of drive train temperature for the purposes of wind turbine failure detection Author(s): J Tautz-Weinert, S J Watson Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 072014, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/7/072014 Optimisation of Data Acquisition in Wind Turbines with Data-Driven Conversion Functions for Sensor Measurements Author(s): L. Colone, M. Reder, J. Tautz-Weinert, J.J. Melero, A. Natarajan, S.J. Watson Published in: Energy Procedia, Issue 137, 2017, Page(s) 571-578, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2017.10.386 Statistical Evaluation of SCADA data for Wind Turbine Condition Monitoring and Farm Assessment Author(s): E Gonzalez, J Tautz-Weinert, J J Melero, S J Watson Published in: Journal of Physics: Conference Series, Issue 1037, 2018, Page(s) 032038, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/1037/3/032038 The Financial Benefits of Various Catastrophic Failure Prevention Strategies in a Wind Farm: Two market studies (UK-Spain) Author(s): N Y Yürüşen, J Tautz-Weinert, S J Watson, J J Melero Published in: Journal of Physics: Conference Series, Issue 926, 2017, Page(s) 012014, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/926/1/012014 Spatial-temporal analysis of coherent offshore wind field structures measured by scanning Doppler-lidar Author(s): L Valldecabres, W Friedrichs, L von Bremen, M Kühn Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 072028, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/7/072028 Fatigue reassessment for lifetime extension of offshore wind monopile substructures Author(s): Lisa Ziegler, Michael Muskulus Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 092010, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/9/092010 Effect of Load Sequence and Weather Seasonality on Fatigue Crack Growth for Monopile-based Offshore Wind Turbines Author(s): Lisa Ziegler, Sebastian Schafhirt, Matti Scheu, Michael Muskulus Published in: Energy Procedia, Issue 94, 2016, Page(s) 115-123, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2016.09.204 Sensitivity of Wave Fatigue Loads on Offshore Wind Turbines under Varying Site Conditions Author(s): Lisa Ziegler, Sven Voormeeren, Sebastian Schafhirt, Michael Muskulus Published in: Energy Procedia, Issue 80, 2015, Page(s) 193-200, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2015.11.422 Value of information of repair times for offshore wind farm maintenance planning Author(s): Helene Seyr, Michael Muskulus Published in: Journal of Physics: Conference Series, Issue 753, 2016, Page(s) 092009, ISSN 1742-6588 Publisher: Institute of Physics DOI: 10.1088/1742-6596/753/9/092009 Safety Indicators for the Marine Operations in the Installation and Operating Phase of an Offshore Wind Farm Author(s): Helene Seyr, Michael Muskulus Published in: Energy Procedia, Issue 94, 2016, Page(s) 72-81, ISSN 1876-6102 Publisher: Elsevier DOI: 10.1016/j.egypro.2016.09.200 Comparative assessments of binned and support vector regression-based blade pitch curve of a wind turbine for the purpose of condition monitoring Author(s): Ravi Kumar Pandit, David Infield Published in: International Journal of Energy and Environmental Engineering, Issue 10/2, 2019, Page(s) 181-188, ISSN 2008-9163 Publisher: Springer Science + Business Media DOI: 10.1007/s40095-018-0287-3 Brief communication: Structural monitoring for lifetime extension of offshore wind monopiles: can strain measurements at one level tell us everything? Author(s): Lisa Ziegler, Ursula Smolka, Nicolai Cosack, Michael Muskulus Published in: Wind Energy Science, Issue 2/2, 2017, Page(s) 469-476, ISSN 2366-7451 Publisher: Copernicus Publications DOI: 10.5194/wes-2-469-2017 Other (1) Comparison of binned and Gaussian Process based power curves for condition monitoring purposes Author(s): Ravi Kumar Pandit, David Infield. Published in: Journal of Maintenance Engineering, 2017, Page(s) 293-305 Publisher: ShieldCrest Conference proceedings (10) Comparative analysis of binning and support vector regression for wind turbine rotor speed based power curve use in condition monitoring Author(s): Ravi Pandit, David Infield Published in: 2018 53rd International Universities Power Engineering Conference (UPEC), 2018, Page(s) 1-6, ISBN 978-1-5386-2910-9 Publisher: IEEE DOI: 10.1109/upec.2018.8542057 QQ plot for assessment of Gaussian Process predicted power curve error distribution function Author(s): Ravi Kumar Pandit, David Infield. Published in: The European Workshop on Structural Health Monitoring Series (EWSHM) conference proceedings, 2018 Publisher: NDT.net Using Gaussian process theory for wind turbine power curve analysis with emphasis on the confidence intervals Author(s): Ravi Kumar Pandit, David Infield Published in: 2017 6th International Conference on Clean Electrical Power (ICCEP), 2017, Page(s) 744-749, ISBN 978-1-5090-4682-9 Publisher: IEEE DOI: 10.1109/ICCEP.2017.8004774 Wake Characterization of a Multipurpose Scaled Wind Turbine Model Author(s): Emmanouil Nanos, Johanne Robke, Florian Heckmeier, Kyle Jones, Michael Cerny, Giacomo Valerio Iungo, Carlo L. Bottasso Published in: AIAA Scitech 2019 Forum, 2019, ISBN 978-1-62410-578-4 Publisher: American Institute of Aeronautics and Astronautics DOI: 10.2514/6.2019-2082 Neural Networks for Wind Turbine Fault Detection via Current Signature Analysis Author(s): R K Ibrahim, J Tautz-Weinert, SJ Watson Published in: WindEurope Summit 2016, 2016 Publisher: WindEurope Challenges in using operational data for reliable wind turbine condition monitoring Author(s): Jannis Tautz-Weinert, Simon J. Watson Published in: Proceedings of Annual International Ocean (Offshore) and Polar Engineering Conference (ISOPE), 2017 Publisher: © International Society of Offshore and Polar Engineers (ISOPE) Combining model-based monitoring and a physics of failure approach for wind turbine failure detection Author(s): Jannis Tautz-Weinert, Simon J. Watson Published in: 30th International Conference on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2017), 2017 Publisher: © University of Central Lancashire Condition monitoring of wind turbine drive trains by normal behaviour modelling of temperatures Author(s): Jannis Tautz-Weinert, Simon J. Watson Published in: Proceedings Conference for Wind Power Drives 2017, 2017 Publisher: © Dirk Abel, Christian Brecher, Rik W. De Doncker, Kay Hameyer, Georg Jacobs, Antonello Monti, Wolfgang Schröder Condition monitoring by neural network modelling of drive train temperature Author(s): Jannis Tautz-Weinert, Simon J. Watson Published in: European Academy of Wind Energy, 2016 Publisher: European Academy of Wind Energy Comparing a Fracture Mechanics Model to the SN-Curve Approach for Jacket-Supported Offshore Wind Turbines: Challenges and Opportunities for Lifetime Prediction Author(s): Lisa Ziegler, Michael Muskulus Published in: Volume 6: Ocean Space Utilization; Ocean Renewable Energy, 2016, Page(s) V006T09A054, ISBN 978-0-7918-4997-2 Publisher: ASME DOI: 10.1115/OMAE2016-54915 Thesis and dissertations (1) Improved wind turbine monitoring using operational data Author(s): Jannis Tautz-Weinert Published in: 2018 Publisher: Loughborough University Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
