DRLSTM: A dual-stage deep learning approach driven by raw monitoring data for dam displacement prediction
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Information Systems
Reference44 articles.
1. A novel deep learning prediction model for concrete dam displacements using interpretable mixed attention mechanism;Ren;Adv. Eng. Inf.,2021
2. A new distributed time series evolution prediction model for dam deformation based on constituent elements;Li;Adv. Eng. Inf.,2019
3. An optimized combination prediction model for concrete dam deformation considering quantitative evaluation and hysteresis correction;Ren;Adv. Eng. Inf.,2020
4. A novel model of dam displacement based on panel data;Shao;Struct. Control Health Monitor.,2018
5. Model for displacement forecast in concrete dams using partial least squares regression;Garcia;Appl. Math. Sci.,2015
Cited by 39 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. A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks;Advanced Engineering Informatics;2024-10
2. A novel method for settlement imputation and monitoring of earth-rockfill dams subjected to large-scale missing data;Advanced Engineering Informatics;2024-10
3. Self-Supervised Dam Deformation Anomaly Detection Based on Temporal–Spatial Contrast Learning;Sensors;2024-09-09
4. Residual correction-based dam deformation monitoring method via data dimension reduction and optimized Bi-LSTM algorithm;Structural Health Monitoring;2024-09-03
5. Deformation prediction of arch dams by coupling STL decomposition and LSTM neural network;Applied Intelligence;2024-08-09
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