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Physics-Guided Deep Learning Method for Tool Condition Monitoring in Smart Machining System 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023
作者:  Li, Shenshen;  Lin, Xin;  Shi, Hu;  Shi, Yungao;  Zhu, Kunpeng
收藏  |  浏览/下载：2/0  |  提交时间：2023/11/17
Online tool wear monitoring by super-resolution based machine vision 期刊论文
COMPUTERS IN INDUSTRY, 2023, 卷号: 144
作者:  Zhu, Kunpeng;  Guo, Hao;  Li, Si;  Lin, Xin
收藏  |  浏览/下载：16/0  |  提交时间：2022/12/22
Generic Cutting Force Modeling with Comprehensively Considering Tool Edge Radius, Tool Flank Wear and Tool Runout in Micro-End Milling 期刊论文
MICROMACHINES, 2022, 卷号: 13
作者:  Gao, Shuaishuai;  Duan, Xianyin;  Zhu, Kunpeng;  Zhang, Yu
收藏  |  浏览/下载：15/0  |  提交时间：2022/12/23
Pyramid LSTM Network for Tool Condition Monitoring 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71
作者:  Guo, Hao;  Lin, Xin;  Zhu, Kunpeng
收藏  |  浏览/下载：6/0  |  提交时间：2022/12/23
In-situ tool wear area evaluation in micro milling with considering the influence of cutting force 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 161
作者:  Li, Si;  Zhu, Kunpeng
收藏  |  浏览/下载：40/0  |  提交时间：2021/08/30
Optimization of milling process parameters and prediction of abrasive wear rate increment based on cutting force experiment 期刊论文
ADVANCES IN MECHANICAL ENGINEERING, 2021, 卷号: 13, 期号: 8
作者:  Li, Fei;  Liu, Jun
收藏  |  浏览/下载：7/0  |  提交时间：2021/10/14
Micro-milling tool wear monitoring under variable cutting parameters and runout using fast cutting force coefficient identification method 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020
作者:  Liu, Tongshun;  Zhu, Kunpeng;  Wang, Gang
收藏  |  浏览/下载：103/0  |  提交时间：2020/12/28
Mechanistic prediction for cutting force in rotary ultrasonic machining of BK7 glass based on probability statistics 期刊论文
ULTRASONICS, 2020, 卷号: 101
作者:  Lv, Dongxi;  Yan, Chun;  Chen, Gang;  Liu, Dong;  Wu, Xiaofei
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/16
A generic tool wear model and its application to force modeling and wear monitoring in high speed milling 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 115, 期号: 无, 页码: 147-161
作者:  Zhu, Kunpeng;  Zhang, Yu
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/25
Deep heterogeneous GRU model for predictive analytics in smart manufacturing: Application to tool wear prediction 期刊论文
COMPUTERS IN INDUSTRY, 2019, 卷号: 111, 页码: 1-14
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收藏  |  浏览/下载：7/0  |  提交时间：2020/01/03

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