Wind turbine reliability data review and impacts on levelised cost of energy

C Dao, B Kazemtabrizi, C Crabtree - Wind Energy, 2019 - Wiley Online Library
Reliability is critical to the design, operation, maintenance, and performance assessment
and improvement of wind turbines (WTs). This paper systematically reviews publicly …

[HTML][HTML] Reliability, availability, maintainability data review for the identification of trends in offshore wind energy applications

D Cevasco, S Koukoura, AJ Kolios - Renewable and Sustainable Energy …, 2021 - Elsevier
This work presents a comprehensive review and discussion of the identification of critical
components of the currently installed and next generation of offshore wind turbines. A …

Deep Learning for fault detection in wind turbines

G Helbing, M Ritter - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Condition monitoring in wind turbines aims at detecting incipient faults at an early stage to
improve maintenance. Artificial neural networks are a tool from machine learning that is …

Scientometric review of artificial intelligence for operations & maintenance of wind turbines: The past, present and future

J Chatterjee, N Dethlefs - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Wind energy has emerged as a highly promising source of renewable energy in recent
times. However, wind turbines regularly suffer from operational inconsistencies, leading to …

Performance and reliability of wind turbines: A review

S Pfaffel, S Faulstich, K Rohrig - energies, 2017 - mdpi.com
Performance (availability and yield) and reliability of wind turbines can make the difference
between success and failure of wind farm projects and these factors are vital to decrease the …

Wind turbine reliability: A comprehensive review towards effective condition monitoring development

E Artigao, S Martín-Martínez, A Honrubia-Escribano… - Applied energy, 2018 - Elsevier
The current work presents a review of wind turbine reliability studies. Thirteen reliability
studies were identified in the scientific literature, highlighting the lack of public reliability …

[HTML][HTML] A systematic Failure Mode Effects and Criticality Analysis for offshore wind turbine systems towards integrated condition based maintenance strategies

MN Scheu, L Tremps, U Smolka, A Kolios, F Brennan - Ocean Engineering, 2019 - Elsevier
Condition-based maintenance is applied in various industries to monitor and control critical
assets and to optimize maintenance efforts. Its applicability to the offshore wind energy …

Current status and future trends in the operation and maintenance of offshore wind turbines: A review

G Rinaldi, PR Thies, L Johanning - Energies, 2021 - mdpi.com
Operation and maintenance constitute a substantial share of the lifecycle expenditures of an
offshore renewable energy farm. A noteworthy number of methods and techniques have …

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 …

Key performance indicators for wind farm operation and maintenance

E Gonzalez, EM Nanos, H Seyr, L Valldecabres… - Energy Procedia, 2017 - Elsevier
Key performance indicators (KPI) are tools for measuring the progress of a business towards
its goals. Although wind energy is now a mature technology, there is a lack of well-defined …