RCLSTMNet: A Residual-convolutional-LSTM Neural Network for Forecasting Cutterhead Torque in Shield Machine
Author:
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s12555-022-0104-x.pdf
Reference43 articles.
1. C. Qin, G. Shi, J. Tao, H. Yu, Y. Jin, D. Xiao, Z. Zhang, and C. Liu, “An adaptive hierarchical decomposition-based method for multi-step cutterhead torque forecast of shield machine,” Mechanical Systems and Signal Processing, vol. 175, 109148, August 2022.
2. C. Qin, R. Wu, G. Huang, J. Tao, and C. Liu, “A novel LSTM-autoencoder and enhanced transformer-based detection method for shield machine cutterhead clogging,” Science China Technological Sciences, vol. 66, pp. 512–527, 2023.
3. C. Qin, G. Shi, J. Tao, H. Yu, Y. Jin, J. Lei, and C. Liu, “Precise cutterhead torque prediction for shield tunneling machines using a novel hybrid deep neural network,” Mechanical Systems and Signal Processing, vol. 151, 107386, April 2021.
4. Y. Jin, C. Qin, J. Tao, and C. Liu, “An accurate and adaptative cutterhead torque prediction method for shield tunneling machines via adaptative residual long-short term memory network,” Mechanical Systems and Signal Processing, vol. 165, 108312, February 2022.
5. H. Yu, J. Tao, S. Huang, C. Qin, D. Xiao, and C. Liu, “A field parameters-based method for real-time wear estimation of disc cutter on TBM cutterhead,” Automation in Construction, vol. 124, 103603, April 2021.
Cited by 14 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. Intelligent detection of office occupancy using hybrid data-mining;Energy and Buildings;2024-11
2. Neural-transformer: A brain-inspired lightweight mechanical fault diagnosis method under noise;Reliability Engineering & System Safety;2024-11
3. Real-time forecasting of TBM cutterhead torque and thrust force using aware-context recurrent neural networks;Tunnelling and Underground Space Technology;2024-10
4. Adaptive VMD and multi-stage stabilized transformer-based long-distance forecasting for multiple shield machine tunneling parameters;Automation in Construction;2024-09
5. Lyapunov-based neural network model predictive control using metaheuristic optimization approach;Scientific Reports;2024-08-13
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