Offshore wind turbine operations and maintenance: A state-of-the-art review

Z Ren, AS Verma, Y Li, JJE Teuwen, Z Jiang - Renewable and Sustainable …, 2021 - Elsevier
Operations and maintenance of offshore wind turbines (OWTs) play an important role in the
development of offshore wind farms. Compared with operations, maintenance is a critical …

[PDF][PDF] AI in renewable energy: A review of predictive maintenance and energy optimization

A Hamdan, KI Ibekwe, VI Ilojianya… - … Journal of Science …, 2024 - researchgate.net
In the dynamic landscape of the burgeoning renewable energy sector, optimizing energy
output, ensuring robust infrastructure maintenance, and seamless integration into the grid …

[HTML][HTML] A closed-loop maintenance strategy for offshore wind farms: Incorporating dynamic wind farm states and uncertainty-awareness in decision-making

M Li, X Jiang, J Carroll, RR Negenborn - Renewable and Sustainable …, 2023 - Elsevier
The determination of maintenance strategies is subject to complexity and uncertainty arising
from variable offshore wind farm states and inaccuracies in model parameters. The most …

A state-age-dependent opportunistic intelligent maintenance framework for wind turbines under dynamic wind conditions

L Yang, Y Chen, X Ma - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
Intelligent maintenance powered by advanced sensor technology is crucial to ensure the
safe and reliable operation of wind turbines. Most maintenance models are scheduled solely …

[HTML][HTML] Maximizing information from chemical engineering data sets: Applications to machine learning

A Thebelt, J Wiebe, J Kronqvist, C Tsay… - Chemical Engineering …, 2022 - Elsevier
It is well-documented how artificial intelligence can have (and already is having) a big
impact on chemical engineering. But classical machine learning approaches may be weak …

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 …

The evolution of system reliability optimization

DW Coit, E Zio - Reliability Engineering & System Safety, 2019 - Elsevier
Abstract System reliability optimization is a living problem, with solutions methodologies that
have evolved with the advancements of mathematics, development of new engineering …

[HTML][HTML] A review of operations and maintenance modelling with considerations for novel wind turbine concepts

J McMorland, C Flannigan, J Carroll, M Collu… - … and Sustainable Energy …, 2022 - Elsevier
New wind turbine technologies and designs are being explored in order to reduce the cost
of energy from offshore wind farms. Two potential routes to a lower cost of energy are the X …

Power system reliability and maintenance evolution: A critical review and future perspectives

MS Alvarez-Alvarado, DL Donaldson, AA Recalde… - Ieee …, 2022 - ieeexplore.ieee.org
In the last two decades, the number of strategies for planning the maintenance of power
systems have increased considerably. As societal dependence on power system …

A chance-constrained optimization framework for wind farms to manage fleet-level availability in condition based maintenance and operations

F Fallahi, I Bakir, M Yildirim, Z Ye - Renewable and Sustainable Energy …, 2022 - Elsevier
Operations and maintenance (O&M) is a key contributor to wind farm expenditures. To
increase competitiveness, wind farm operators are increasingly looking into leveraging real …