Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

no code implementations • 23 Apr 2023 • Jiawei Xiong, Olga Fink, Jian Zhou, Yizhong Ma

In this study, a novel hybrid framework combining the controlled physics-informed data generation approach with a deep learning-based prediction model for prognostics is proposed.

Generative Adversarial Network