Predictive modeling of surface roughness and tool wear in hard turning using regression and neural networks

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

Cutting of Hardened Steel

Hans Kurt Tönshoff, Christina Arendt, R. Ben Amor · CIRP Annals · 2000 · 518 citations

Engineering, Manufacturing Engineering, Materials Engineering +10

Effects of cutting edge geometry, workpiece hardness, feed rate and cutting speed on surface roughness and forces in finish turning of hardened AISI H13 steel

Tugrul O ̈zel, Tsu-Kong Hsu, Erol Zeren · The International Journal of Advanced Manufacturing Technology · 2004 · 373 citations

Engineering, Manufacturing Engineering, Materials Science +17

Development of Empirical Models for Surface Roughness Prediction in Finish Turning

X. Wang, Cheng Feng · The International Journal of Advanced Manufacturing Technology · 2002 · 347 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +13

Effect of cutting edge geometry and workpiece hardness on surface generation in the finish hard turning of AISI 52100 steel

Jeffrey D. Thiele, Shreyes N. Melkote · Journal of Materials Processing Technology · 1999 · 303 citations

Engineering, Manufacturing Engineering, Materials Engineering +17