An unsupervised structural health monitoring framework based on Variational Autoencoders and Hidden Markov Models
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality
Reference39 articles.
1. Vibration–based structural damage identification;Farrar;Phil Trans R Soc A,2001
2. Vibration based structural health monitoring of an arch bridge: from automated OMA to damage detection;Magalhães;Mech Syst Signal Process,2012
3. Damage detection by mode shape squares extracted from a passing vehicle;Zhang;J Sound Vib,2012
4. Structural damage detection method based on random forests and data fusion;Zhou;Struct Health Monit,2013
5. Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection;Gui;KSCE J Civ Eng,2017
Cited by 21 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 hybrid physics-informed machine learning approach for time-dependent reliability assessment of electromagnetic relays;Reliability Engineering & System Safety;2024-12
2. Structural damage detection and localization via an unsupervised anomaly detection method;Reliability Engineering & System Safety;2024-12
3. Element-wise parallel deep learning for structural distributed damage diagnosis by leveraging physical properties of long-gauge static strain transmissibility under moving loads;Mechanical Systems and Signal Processing;2024-11
4. Fractality–Autoencoder-Based Methodology to Detect Corrosion Damage in a Truss-Type Bridge;Infrastructures;2024-08-29
5. Meta-model structural monitoring with cutting-edge AAE-VMD fusion alongside optimized machine learning methods;Structural Health Monitoring;2024-08-14
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