Wind power is unanimously recognized as one of the major drivers of the energy transition. Increasing renewable power generation introduces significant challenges for both the operation and planning of power systems, driven by the intrinsic uncertainty of stochastic renewable resources and by the growing spatial distribution of generation assets. Wind power presents a distinctive set of challenges in this context.

• Chapter 1: Introduction
• Chapter 2: Data sources for wind turbine monitoring
• Chapter 3: Machine Learning: concepts and foundations
• Chapter 4: AI-based wind turbine performance analysis
• Chapter 5: AI-based detection of static alignment and sensor errors in wind turbines
• Chapter 6: AI-based condition monitoring for wind turbine maintenance
• Chapter 7: Concluding remarks