Abnormal State Identification Method for Wind Turbines Based on Improved DBSCAN and Random Forests

Abstract

AbstractAs a crucial component of wind power generation systems, wind turbines must operate safely to prevent sudden failures. This requires effective identification of abnormal operational states. In this study, we propose a novel approach for ...