A comprehensive review of artificial intelligence and wind energy

FP Garcia Marquez, A Peinado Gonzalo - Archives of Computational …, 2022 - Springer
Support of artificial intelligence, renewable energy and sustainability is currently increasing
through the main policies of developed countries, eg, the White Paper of the European …

[PDF][PDF] 海上风电机组电气设备状态检修技术研究现状与展望

高晨, 赵勇, 汪德良, 成永红, 陈晓路 - 电工技术学报, 2022 - dgjsxb.ces-transaction.com
摘要该文阐述了海上风力发电机组主要电气设备运行状态检修技术研究现状,
分别介绍了状态监测, 状态评价以及检修决策等, 对未来海上风力发电机组电气设备状态检修 …

Comprehensive Analysis and Evaluation of the Operation and Maintenance of Offshore Wind Power Systems: A Survey

C Yang, J Jia, K He, L Xue, C Jiang, S Liu, B Zhao… - Energies, 2023 - mdpi.com
Offshore Wind Power Systems (OWPS) offer great energy and environmental advantages,
but also pose significant Operation and Maintenance (O&M) challenges. In this survey, we …

A Markov model for short term wind speed prediction by integrating the wind acceleration information

W Li, X Jia, X Li, Y Wang, J Lee - Renewable Energy, 2021 - Elsevier
Wind speed prediction is an important research topic in the wind industry and many
algorithms have been proposed to fulfill the prediction tasks. By reviewing the existing …

A Semi-Supervised Failure Knowledge Graph Construction Method for Decision Support in Operations and Maintenance

Y Ding, H Li, F Zhu, Z Wang, W Peng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Maintenance logs of industrial equipment record descriptive and unstructured operation and
maintenance (O&M) information, which is the basis of reliability, availability, and …

Bio-objective long-term maintenance scheduling for wind turbines in multiple wind farms

Y Zhou, J Miao, B Yan, Z Zhang - Renewable Energy, 2020 - Elsevier
Maintenance scheduling (MS) for wind turbines (WTs) is an emerging investigation area in
recent years. The MS of WTs is more complex than that of traditional thermal generators …

Unlocking the potential: A review of artificial intelligence applications in wind energy

S Dörterler, S Arslan, D Özdemir - Expert Systems, 2024 - Wiley Online Library
This paper presents a comprehensive review of the most recent papers and research trends
in the fields of wind energy and artificial intelligence. Our study aims to guide future research …

[HTML][HTML] Offshore windmill and substation maintenance planning with distance, fuel consumption and tardiness optimisation

E De Kuyffer, K Shen, L Martens, W Joseph… - Operations Research …, 2023 - Elsevier
Despite a lot of research about predictive maintenance for onshore and offshore windmill
farms, nearly no investigation has been performed to obtain the optimal sequence in which …

Optimal maintenance planning with special emphasis on deterioration process and vessel routing for offshore wind systems

SY Chou, XL Pham, TAT Nguyen… - Energy & …, 2023 - journals.sagepub.com
Maintenance cost contributes a large portion in total life-cycle cost of offshore wind systems
and improves the efficiency of maintenance activities that has emerged as an effective …

Optimizing the maintenance schedule of a combined cycle gas turbine considering different maintenance types and operating hours

FY Vincent, YS Lin, P Jodiawan, MD He, SW Lin - IEEE Access, 2022 - ieeexplore.ieee.org
An efficient maintenance schedule for gas turbines of power plants ensures a reliable
electricity supply. This study addresses a generator maintenance scheduling problem …