[HTML][HTML] A review of predictive techniques used to support decision making for maintenance operations of wind turbines

RK Pandit, D Astolfi, I Durazo Cardenas - Energies, 2023 - mdpi.com
The analysis of reliable studies helps to identify the credibility, scope, and limitations of
various techniques for condition monitoring of a wind turbine (WT) system's design and …

Coordinated optimization on energy capture and torque fluctuation of wind turbines via variable weight NMPC with fuzzy regulator

D Song, Y Tu, L Wang, F Jin, Z Li, C Huang, E Xia… - Applied Energy, 2022 - Elsevier
The main challenge in improving energy harvest faced by modern large-scale wind turbines
(WTs) comes from the fact that the blade rotor with the large inertia having a slow response …

[HTML][HTML] A review of recent aerodynamic power extraction challenges in coordinated pitch, yaw, and torque control of large-scale wind turbine systems

K Palanimuthu, G Mayilsamy, AA Basheer, SR Lee… - Energies, 2022 - mdpi.com
As the impacts of environmental change become more severe, reliable and sustainable
power generation and efficient aerodynamic power collection of onshore and offshore wind …

A hybrid 3DSE-CNN-2DLSTM model for compound fault detection of wind turbines

T Wang, L Yin - Expert Systems with Applications, 2024 - Elsevier
In recent years, intelligent fault detection methods have achieved dramatic results for wind
power generation. However, a majority of the available intelligent detected methods can …

An improved data-driven methodology and field-test verification of yaw misalignment calibration on wind turbines

C Qu, Z Lin, P Chen, J Liu, Z Chen, Z Xie - Energy Conversion and …, 2022 - Elsevier
Yaw misalignment is being gradually recognized as a critical aspect for repowering aged
wind turbines. For large-scale wind farms, the detection and calibration of yaw misalignment …

[HTML][HTML] Diagnosis of wind turbine systematic yaw error through nacelle anemometer measurement analysis

D Astolfi, R Pandit, A Lombardi, L Terzi - Sustainable Energy, Grids and …, 2023 - Elsevier
The power produced by a wind turbine can be considerably affected by the presence of
systematic errors, which are particularly difficult to diagnose. This study deals with wind …

[HTML][HTML] Multivariate wind turbine power curve model based on data clustering and polynomial LASSO regression

D Astolfi, R Pandit - Applied Sciences, 2021 - mdpi.com
Featured Application Wind turbine performance monitoring through a computationally
affordable method. Abstract Wind turbine performance monitoring is a complex task because …

Conceptual design, optimization and thermodynamic analysis of a CO2 capture process based on Rectisol

S Yang, L Zhang, D Song - Energy, 2022 - Elsevier
Reducing CO 2 emission is particularly important for environmental protection. Much
absorbed CO 2 in the conventional Rectisol process is discharged as tail gas due to the …

[HTML][HTML] Individuation of wind turbine systematic yaw error through scada data

D Astolfi, R Pandit, L Gao, J Hong - Energies, 2022 - mdpi.com
Much attention in the wind energy literature is devoted to condition monitoring [1] applied to
the early fault diagnosis of rotating components. This is motivated by the fact that wind farm …

Research on the rotor speed and aerodynamic characteristics of a dynamic yawing wind turbine with a short-time uniform wind direction variation

S Zhao, J Wang, Y Han, Z Liu - Energy, 2022 - Elsevier
Dynamic yawing caused by wind direction variation is an important operating case for wind
turbines. Because experimental data are lacking, existing studies assume that the rotor …