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[HTML][HTML] Data-driven torque and pitch control of wind turbines via reinforcement learning
J ** defenses. In particular …
[HTML][HTML] Wind forecasting-based model predictive control of generator, pitch, and yaw for output stabilisation–A 15-megawatt offshore
As wind energy continuously expands its share in power generation, the grid has a higher
requirement for stable wind production. This study aims for a wind forecasting-based turbine …
requirement for stable wind production. This study aims for a wind forecasting-based turbine …
Online assessment of frequency support capability of the DFIG-based wind farm using a knowledge and data-driven fusion Koopman method
The increasing integration of renewable energy in power systems causes a decrease in the
frequency stability of the system. Consequently, renewable energy stations, such as wind …
frequency stability of the system. Consequently, renewable energy stations, such as wind …
[HTML][HTML] Data-centric predictive control with tuna swarm optimization-backpropagation neural networks for enhanced wind turbine performance
W Li, RK Pandit - Renewable Energy, 2024 - Elsevier
Wind energy is a significant renewable resource, but its efficient harnessing requires
advanced control systems. This study presents a Data-Centric Predictive Control (DPC) …
advanced control systems. This study presents a Data-Centric Predictive Control (DPC) …
Uncertainty analysis and parameter optimization of a water yield ecosystem service model: A case study of the Qilian Mountains, China
B Wang, GF Zhu, JT Zhong, CF Ma, L Zhang… - Science of The Total …, 2025 - Elsevier
Integrating accurate outcomes of ecosystem service assessments into decision analysis is
crucial for an efficient environmental management. However, there are still gaps in our …
crucial for an efficient environmental management. However, there are still gaps in our …
Maintenance strategy for urban micro wind farm considering maintenance route and resource allocation
F Qi, A Zhang, X Fu, W Zha, Y Sun - Applied Energy, 2025 - Elsevier
Emerging urban wind farms (UMWF) are becoming increasingly prevalent, and optimizing
maintenance strategy for UMWF has become crucial for reducing costs and improving wind …
maintenance strategy for UMWF has become crucial for reducing costs and improving wind …