Deep Multi-Manifold Transformation Based Multivariate Time Series Fault Detection

Hong Liu, Xiuxiu Qiu, Yiming Shi +3

Unsupervised fault detection in multivariate time series plays a vital role in ensuring the stable operation of complex systems. Traditional methods often assume that normal data f…