Physics-informed deep learning method for surface roughness prediction in milling process
Liangshi Sun, Xianzhen Huang, Xu An Wang, Yongchao Zhang, Mingze Li, Zheng Liu
Topics & Concepts
Surface roughnessMean squared errorSurface finishRoot mean squareLeverage (statistics)Process (computing)Mechanical engineeringArtificial neural networkMean absolute percentage errorArtificial intelligenceEngineeringSurface (topology)LimitingFunction (biology)Materials scienceAlgorithmComputer scienceEnd millingDeep learningMachine learningSeries (stratigraphy)Mean absolute errorApproximation errorEngineering drawingFusionProcess controlAdvanced machining processes and optimizationSurface Roughness and Optical MeasurementsAdvanced Measurement and Metrology Techniques