Evaluation of Cutting Tool Vibration and Surface Roughness in Hard Turning of AISI 52100 Steel: An Experimental and ANN Approach

Advanced monitoring of machining operations

Roberto Teti, Krzysztof Jemielniak, Garret E. O’Donnell et al. · CIRP Annals · 2010 · 1.3K citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +12

On the prediction of surface roughness in the hard turning based on cutting parameters and tool vibrations

Hessainia Zahia, Ahmed Belbah, Mohamed Athmane Yallese et al. · Measurement · 2013 · 211 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +14

In-process prediction of surface roughness in turning of Ti–6Al–4V alloy using cutting parameters and vibration signals

Vikas Upadhyay, Pramod Kumar Jain, N. K. Mehta · Measurement · 2012 · 164 citations

Engineering, Manufacturing Engineering, Materials Engineering +17

Predicting tool wear with multi-sensor data using deep belief networks

Yuxuan Chen, Yi Jin, Jiri Galantu · The International Journal of Advanced Manufacturing Technology · 2018 · 141 citations

Computing, Computer Science, Mechanical Engineering +15

Correlation between vibration amplitude and tool wear in turning: Numerical and experimental analysis

Balla Srinivasa Prasad, Mahesh Babu · Engineering Science and Technology an International Journal · 2016 · 105 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +15