Short-term multi-step wind power forecasting based on spatio-temporal correlations and transformer neural networks
Spatio-temporal wind power forecasting is significant to the stability of electric power
systems. However, the accuracy of power forecasting results is easily impaired by the …
systems. However, the accuracy of power forecasting results is easily impaired by the …
Machine learning approaches to predict electricity production from renewable energy sources
Bearing in mind European Green Deal assumptions regarding a significant reduction of
green house emissions, electricity generation from Renewable Energy Sources (RES) is …
green house emissions, electricity generation from Renewable Energy Sources (RES) is …
Quantitative assessment on fatigue damage induced by wake effect and yaw misalignment for floating offshore wind turbines
Wake interaction between floating offshore wind turbines (FOWTs) is complex and
necessitates a comprehensive assessment, which is a prerequisite for the yaw misalignment …
necessitates a comprehensive assessment, which is a prerequisite for the yaw misalignment …
Wind power prediction through acoustic data-driven online modeling and active wake control
B Sun, M Su, J He - Energy Conversion and Management, 2024 - Elsevier
Accurate online prediction of wind power is essential for the reliable operation of power
systems. However, the precision of wind turbine power forecasts is often hindered by wake …
systems. However, the precision of wind turbine power forecasts is often hindered by wake …
Optimal yaw strategy and fatigue analysis of wind turbines under the combined effects of wake and yaw control
Yaw control is one of the most important farm-level active control strategies with the aim of
power maximization and load mitigation. However, improper yaw strategies may induce a …
power maximization and load mitigation. However, improper yaw strategies may induce a …
Wind turbines dynamics loads alleviation: Overview of the active controls and the corresponding strategies
A El Yaakoubi, A Bouzem, R El Alami, N Chaibi… - Ocean …, 2023 - Elsevier
Structural loads vibration is a critical problem in WTs (wind turbines) due to many reasons
such as the complicated dynamics, structural coupling and diversity of the driving sources …
such as the complicated dynamics, structural coupling and diversity of the driving sources …
Three-dimensional yaw wake model development with validations from wind tunnel experiments
The presence of wake flows caused by wind turbines (WTs) diminish the expected power
generation of wind energy and exacerbate structural vibrations. To mitigate these issues …
generation of wind energy and exacerbate structural vibrations. To mitigate these issues …
Spatial correlation-based machine learning framework for evaluating shale gas production potential: A case study in southern Sichuan Basin, China
J Yi, ZL Qi, XCZ Li, H Liu, W Zhou - Applied Energy, 2024 - Elsevier
Assessment of production potential and prediction of sweet spots in unexploited shale gas
wells are crucial technologies for achieving a high success rate in drilling. Most existing …
wells are crucial technologies for achieving a high success rate in drilling. Most existing …
Machine learning method for predicting the fatigue life of sucker rods
W Yuandeng, L Shaohu, M Weiguo, R Xiaofeng… - Engineering Fracture …, 2023 - Elsevier
As an important part of the rod pump production system, the safety of sucker rods directly
affects the normal production of the oil production system. In order to predict the fatigue life …
affects the normal production of the oil production system. In order to predict the fatigue life …
Three-dimensional non-uniform full wake characteristics for yawed wind turbine with LiDAR-based experimental verification
X Zhu, Y Chen, S Xu, S Zhang, X Gao, H Sun, Y Wang… - Energy, 2023 - Elsevier
WTs are in yaw during most of the operating time. The wake effect of the yawed Wind turbine
(WT) leads to lower wind speed and increased turbulence in the wake region of the WT …
(WT) leads to lower wind speed and increased turbulence in the wake region of the WT …