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Offshore wind turbine operations and maintenance: A state-of-the-art review
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 …
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
In the dynamic landscape of the burgeoning renewable energy sector, optimizing energy
output, ensuring robust infrastructure maintenance, and seamless integration into the grid …
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
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 …
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 …
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
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 …
impact on chemical engineering. But classical machine learning approaches may be weak …
A comprehensive review of artificial intelligence and wind energy
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 …
through the main policies of developed countries, eg, the White Paper of the European …
The evolution of system reliability optimization
Abstract System reliability optimization is a living problem, with solutions methodologies that
have evolved with the advancements of mathematics, development of new engineering …
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
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 …
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
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 …
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
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 …
increase competitiveness, wind farm operators are increasingly looking into leveraging real …