Intelligent Prediction for Surface Roughness of CNC Surface Grinding Machine Tool Based on Bayesian Network
Surface roughness is the most important index of product surface in grinding. Bayesian network model was built about process parameters and surface roughness. The network parameters were learned by grinding workpieces with a CNC surface grinding machine tool. The experiments for giving grinding parameters on Bayesian network prediction model have shown good results.
Yi-Min Deng, Aibing Yu, Weihua Li and Di Zheng
H. F. Jiao et al., "Intelligent Prediction for Surface Roughness of CNC Surface Grinding Machine Tool Based on Bayesian Network", Applied Mechanics and Materials, Vols. 37-38, pp. 584-588, 2010