Beschreibung:
Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions.
1. Introduction2. System and Fault Modelling3. Data-Driven Modelling and Identification4. Fault Diagnosis and Fault Tolerant Control Schemes5. Nonlinear Geometric Approach for Fault Diagnosis6. Simulations, Experiments and Results7. Conclusions