Surface Characteristics and Roughness Prediction of TC4 Titanium Alloy in High Speed Grinding
This paper reports a systematic investigation of high speed grinding of hard-to-machining of titanium alloys. The ground surfaces were characterized using scanning electron microscopy, and the effects of different grinding parameters on roughness were discussed. A numerical model was established to predict surface roughness based on the evolutionary neural network optimized by Genetic Algorithm (GA). The modeled results were in good agreement with the experimental results.
Han Huang, Liangchi Zhang, Jun Wang, Zhengyi Jiang, Libo Zhou, Xipeng Xu and Tsunemoto Kuriyagawa
S. H. Yin et al., "Surface Characteristics and Roughness Prediction of TC4 Titanium Alloy in High Speed Grinding", Advanced Materials Research, Vols. 76-78, pp. 49-54, 2009