Publications
Journals
-[J1] A Novel Method for Tool Condition Monitoring Based on Long Short-Term Memory and Hidden Markov Model Hybrid Framework in High-Speed Milling Ti-6Al-4V
Zhengrui Tao , Qinglong An, Gongyu Liu, Ming Chen
International Journal of Advanced Manufacturing Technology, 105.7 (2019): 3165-3182.
- [J2] A Data-driven Model for Milling Tool Remaining Useful Life Prediction with Convolutional and Stacked LSTM Network.
Qinglong An&, Zhengrui Tao&, Xingwei Xu, Mohamed EL MANSORI (&co-first authors)
Measurement, 154 (2020): 107461.
- [J3 Experimental and Finite Element Analysis of the Formation Mechanism of Serrated Chips of Nickel-based Superalloy Inconel 718 (Under Review)
Junli Li, Zhengrui Tao, Xiaojiang Cai, Qinglong An, Ming Chen
International Advanced Manufacturing Technology, 107 (2020): 4969-4982.
- [J4] Intelligent monitoring and diagnostics using a novel integration model based on deep learning and data fusion
Xingwei Xu, Zhengrui Tao, Qinglong An, Ming Chen
Measurement, 165 (2020): 108086.
- [J5] Experimental investigation on tool wear characteristics of PVD and CVD coatings during face milling of Ti-6242S and Ti-555 titanium alloys
Qinglong An, Jie Chen, Zhengrui Tao, Weiwei Ming, Ming Chen
International Journal of Refractory Metals and Hard Materials, 86 (2020): 105091.
- [J6] Cooling/lubrication performance of dry and supercritical CO2-based minimum quantity lubrication in peripheral milling Ti-6Al-4V
Chongyan Cai, Xu Liang, Qinglong An, Zhengrui Tao, Weiwei Ming, Ming Chen
International Journal of Precision Engineering and Manufacturing-Green Technology, (2020): 1-17.
- [J7] Eddy Current Distance Measurement Calibration Method for Curved Surface Parts Based on Support Vector Machine Regression
Zhengrui Tao, Jiaqiang Dang, Jingyang Xu, Qinglong An, Ming Chen, Li Wang, Fei Ren
Journal of Shanghai Jiaotong University, 54.7 (2020): 674.
- [J2] High-precision calibration method for insulating coating thickness measurement of curved surface based on eddy current
Zhengrui Tao , Jiaqiang Dang, Jingyang Xu, Qinglong An, Ming Chen, Fei Ren, Li Wang
Journal of Zhejiang University (Engineering Science), 54.6 (2020): 1218-1227.
Conferences
- [C1] Cutting Performance Evaluation of Helical Milling Specialized Tool for CFRP/Titanium Alloy
[Presentation]
Zhengrui Tao, Qinglong An, Ming Chen
14th China-Japan International Conference on Ultra-Precision Machining Process, Harbin, China, Sept. 13-15, 2018
- [C2] Hierarchical Dirichlet Process Hidden Semi-Markov Model-based Method for Tool Wear Estimation in High-Speed Milling Ti-6Al-4V
[Presentation] [Poster]
Zhengrui Tao, Gongyu Liu, Qinglong An, Ming Chen
8th International Conference on High Speed Machining, Guangzhou, China, Nov. 22-24, 2018