Physics-informed Diffusion Generative Model for Time-Series Data Synthesis in Dynamic Systems

Haiteng Wang, Yunfei Zhu, Tao Wang +4

Industrial time-series signals, such as turbine temperature and rotational speed in aero-engines, are essential for monitoring the health and operational status of complex dynamica…