Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems

Random Forest (RF) is one of the mostly used machine learning techniques in fault detection and diagnosis of industrial systems. However, its implementation suffers from certain drawbacks when considering the correlations between variables. In addition, to perform a fault detection and diagnosis, th... View More