Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools
Author:
Affiliation:
1. National University of Singapore,Electrical and Computer Engineering,Singapore,Singapore
2. Singapore Institute of Manufacturing Technology (SIMTech), A*STAR,Singapore,Singapore
Funder
National University of Singapore
Singapore Institute of Manufacturing Technology
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9975846/9976066/09976158.pdf?arnumber=9976158
Reference19 articles.
1. Incremental Few-Shot Learning via Implanting and Compressing;li;International Conference on Robotics and Automation,2022
2. A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine
3. Few-shot object detection via classification refinement and distractor retreatment;li;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2020
4. Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit
Cited by 7 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. Self-supervised domain adaptation for machinery remaining useful life prediction;Reliability Engineering & System Safety;2024-10
2. Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction;IEEE Transactions on Artificial Intelligence;2024-09
3. Investigating merits of deep self-supervised learning on a fatigue RUL prognostics application;2024 IEEE Aerospace Conference;2024-03-02
4. Generative and self‐supervised ensemble modeling for multivariate tool wear monitoring;Engineering Reports;2023-10-19
5. Lightweight Compressed Temporal and Compressed Spatial Attention with Augmentation Fusion in Remaining Useful Life Prediction;IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society;2023-10-16
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