Litcius/Paper detail

A physics-informed machine learning model for surface roughness prediction in milling operations

Pengcheng Wu, Haicong Dai, Yufeng Li, Yan He, Rui Zhong, HE Jin-sen

2022The International Journal of Advanced Manufacturing Technology35 citationsDOI

Topics & Concepts

Surface roughnessProcess (computing)Artificial neural networkSurface finishMechanical engineeringComputer scienceMachine learningEngineering drawingArtificial intelligenceEngineeringIndustrial engineeringMaterials scienceComposite materialOperating systemSurface Roughness and Optical MeasurementsAdvanced Machining and Optimization TechniquesIndustrial Vision Systems and Defect Detection
A physics-informed machine learning model for surface roughness prediction in milling operations | Litcius