Litcius/Paper detail

Physics informed neural networks for fault severity identification of axial piston pumps

Zhiying Wang, Zheng Zhou, Wengang Xu, Chuang Sun, Ruqiang Yan

2023Journal of Manufacturing Systems58 citationsDOI

Topics & Concepts

InterpretabilityArtificial neural networkRobustness (evolution)Piston (optics)Artificial intelligenceControl engineeringCorrectnessPhysics of failureMachine learningComputer scienceEngineeringPhysicsAlgorithmReliability (semiconductor)WavefrontQuantum mechanicsPower (physics)ChemistryOpticsGeneBiochemistryHydraulic and Pneumatic SystemsOil and Gas Production TechniquesFault Detection and Control Systems