Numerical modeling and machine learning for wind turbine aerodynamics and condition monitoring

• Main Author: Purohit, Shantanu
• Other Authors: Ng Yin Kwee
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Mechanical engineering::Fluid mechanics; Engineering::Mechanical engineering::Alternative, renewable energy sources
• Online Access: https://hdl.handle.net/10356/159299
• Institution: Nanyang Technological University

Wind energy is expected to play a vital role in transitioning from fossil-based energy sources to renewable energy. However, to make wind energy more competitive, it is essential to understand the underlying wind turbine aerodynamics, which plays a critical role in the performance of wind turbines....