IEEE

Early Fault Detection Method for Doubly Fed Induction Generator in Wind Power Systems Based on Multiscale Latent Variable Regression

Abstract: The state of doubly fed induction generator (DFIG), as the core component of a wind turbine (WT), is crucial for the stable operation of WT. However, the limitation of coupling mechanisms ...
IEEE

Research on Multidimensional Data Processing and Prediction Based on ARIMA Model and Principal Component Analysis

Abstract: The focus of this study is the processing and analysis of race data, and employs algorithms such as ARIMA model and Principal Component Analysis (PCA) to construct a series of data analysis ...