“…For the knowledge-based method, the implicit relationship among the wind turbine system variables, referred to as the knowledge base, is extracted from the historical data via training or statistical analysis, and monitoring/fault diagnosis is implemented by checking the consistency between the knowledge base and the real-time wind turbine relationship extracted by using online data analysis and processing. In this special issue, there are 11 papers selected, with a focus on monitoring and fault diagnosis, which uses signal-based [4][5][6][7][8], knowledge-based methods [9][10][11][12][13] and mode-based methods [14], respectively.…”