[HTML][HTML] Lifetime extension of onshore wind turbines: A review covering Germany, Spain, Denmark, and the UK

L Ziegler, E Gonzalez, T Rubert, U Smolka… - … and Sustainable Energy …, 2018 - Elsevier
A significant number of wind turbines will reach the end of their planned service life in the
near future. A decision on lifetime extension is complex and experiences to date are limited …

Decision support models for operations and maintenance for offshore wind farms: a review

H Seyr, M Muskulus - Applied Sciences, 2019 - mdpi.com
This paper reviews the state of the art in offshore wind farm operations and maintenance
with a focus on decision support models for the scheduling of maintenance. Factors …

Wind turbine data analysis and LSTM-based prediction in SCADA system

I Delgado, M Fahim - Energies, 2020 - mdpi.com
The number of wind farms is increasing every year because many countries are turning their
attention to renewable energy sources. Wind turbines are considered one of the best …

[HTML][HTML] SCADA system dataset exploration and machine learning based forecast for wind turbines

U Singh, M Rizwan - Results in Engineering, 2022 - Elsevier
Effective short-term wind power forecast is essential for adequate power system stability,
dispatching and cost control. There are various significant renewable energy sources …

Using high-frequency SCADA data for wind turbine performance monitoring: A sensitivity study

E Gonzalez, B Stephen, D Infield, JJ Melero - Renewable energy, 2019 - Elsevier
Intensive condition monitoring of wind generation plant through analysis of routinely
collected SCADA data is seen as a viable means of forestalling costly plant failure and …

Wind turbine multi-fault detection and classification based on SCADA data

Y Vidal, F Pozo, C Tutivén - Energies, 2018 - mdpi.com
Due to the increasing installation of wind turbines in remote locations, both onshore and
offshore, advanced fault detection and classification strategies have become crucial to …

State of the art of artificial intelligence applied for false alarms in wind turbines

AM Peco Chacón, I Segovia Ramírez… - … Methods in Engineering, 2022 - Springer
Operation and maintenance activities, considering condition monitoring systems, are
necessary to ensure the reliability of wind turbines, but provide complex and large amounts …

Feature selection algorithms for wind turbine failure prediction

P Marti-Puig, A Blanco-M, JJ Cárdenas, J Cusidó… - Energies, 2019 - mdpi.com
It is well known that each year the wind sector has profit losses due to wind turbine failures
and operation and maintenance costs. Therefore, operations related to these actions are …

On the use of dual-doppler radar measurements for very short-term wind power forecasts

L Valldecabres, NG Nygaard, L Vera-Tudela… - Remote Sensing, 2018 - mdpi.com
Very short-term forecasts of wind power provide electricity market participants with extremely
valuable information, especially in power systems with high penetration of wind energy. In …

A case study of wind turbine rotor over-speed fault diagnosis using combination of SCADA data, vibration analyses and field inspection

M Morshedizadeh, M Rodgers, A Doucette… - Engineering Failure …, 2023 - Elsevier
Reduction of wind turbines down times is paramount in wind energy develop-ment and cost
effectiveness. Such reductions require early fault detection and more importantly, a …