The production and operation of offshore oil wells present typical characteristics of strong coupling, high nonlinearity, obvious time-varying behavior, and high operational risks. The occurrence of ...

Abstract: As cyber–physical systems continue to increase in complexity, multivariate time series exhibit not only intricate temporal patterns within individual variables but also complex intervariable ...

Abstract: In recent years, domain generalization-based fault diagnosis methods have achieved impressive results. Most existing methods extract common diagnostic knowledge from multiple source domains ...