Tool wear classification based on machined surface images using convolution neural networks
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
https://link.springer.com/content/pdf/10.1007/s12046-021-01654-9.pdf
Reference36 articles.
1. Gao R, Wang L, Teti R, Dornfeld D, Kumara S, Mori M and Helu M 2015 Cloud-enabled prognosis for manufacturing. CIRP Ann. 64: 749–772
2. Wang L, Adamson G, Holm M and Moore P 2012 A review of function blocks for process planning and control of manufacturing equipment. J. Manuf. Syst. 31: 269–279
3. Peng T and Xu X 2014 Energy-efficient machining systems: a critical review. Int. J. Adv. Manuf. Technol. 72: 1389–1406
4. Wu X, Liu Y, Zhou X and Mou A 2019 Automatic identification of tool wear based on convolutional neural network in face milling process. Sensors 19: 3817
5. Lins R G, de Araujo P R M and Corazzim M 2020 In-process machine vision monitoring of tool wear for Cyber-Physical Production Systems. Robot. Comput. Integr. Manuf. 61: 101859
Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Classification of Tool Wear State based on Dual Attention Mechanism Network;Robotics and Computer-Integrated Manufacturing;2023-10
2. Investigation on the effect of process parameters and optimization using GRA under biodegradable oil based MQL in machining;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-07-21
3. NJUST-CCTD: An Image Database for Milling Tool Wear Classification with Deep Learning;The International Journal of Advanced Manufacturing Technology;2023-06-19
4. An Intelligent Multiscale Spatiotemporal Fusion Network Model for TCM;IEEE Sensors Journal;2023-04-01
5. LCD-Capsule Network for the Detection and Classification of Lung Cancer on Computed Tomography Images;Multimedia Tools and Applications;2023-03-23
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3