Modeling and prediction of surface roughness in high-speed dry milling using GRU neural network improved by DOA algorithm

Author:

Huang Yigong1,Yan Chunping1,Song Lei1,Zhou Chao1,Tu Gan1,Xiang Minghong1

Affiliation:

1. Chongqing University,Chongqing,China

Publisher

IEEE

Reference5 articles.

1. Influence of Wear and Tool Geometry on the Chatter, Cutting Force, and Surface Integrity of TB6 Titanium Alloy with Solid Carbide Cutters of Different Geometry;jianyong;Strojniski Vestnik - Journal of Mechanical Engineering,2020

2. Prediction of surface roughness in turning of Ti-6Al-4V using cutting parameters, forces and tool vibration

3. Effect of cutting parameters on machining surface and cutting tool in milling of Ti-6Al-4V alloy;celik;Indian Journal of Engineering and Materials Sciences,2016

4. Optimization and Analysis of Surface Roughness, Flank Wear and 5 Different Sensorial Data via Tool Condition Monitoring System in Turning of AISI 5140;kunto?lu;SENSORS,2020

5. A 3D Predictive Cutting-Force Model for End Milling of Parts Having Sculptured Surfaces

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1. Tool life prediction of dicing saw based on adaptive golden jackal optimizing GRU;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-12-12

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