Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions
Jiawei Xiong, Olga Fink, Jian Zhou, Yizhong Ma
Topics & Concepts
PrognosticsTurbofanModular designRegularization (linguistics)Artificial intelligenceDeep learningMachine learningData assimilationComputer scienceGenerator (circuit theory)PropulsionEngineeringData miningPhysicsAerospace engineeringMeteorologyOperating systemPower (physics)Quantum mechanicsMachine Fault Diagnosis TechniquesProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics