Monitoring multimode processes: A modified PCA algorithm with continual learning ability
Author:
Funder
Tsinghua University
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Computer Science Applications,Modeling and Simulation,Control and Systems Engineering
Reference33 articles.
1. A hybrid framework for process monitoring: Enhancing data-driven methodologies with state and parameter estimation;Destro;J. Process Control,2020
2. Enhanced canonical variate analysis with slow feature for dynamic process status analytics;Zheng;J. Process Control,2020
3. Isolating incipient sensor fault based on recursive transformed component statistical analysis;Shang;J. Process Control,2018
4. A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process;Shen;J. Process Control,2012
5. An improved mixture of probabilistic PCA for nonlinear data-driven process monitoring;Zhang;IEEE Trans. Cybern.,2019
Cited by 35 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. Fault diagnosis of pressure relief valve based on improved deep Residual Shrinking Network;Measurement;2024-01
2. Leakage diagnosis of district heating-network based on system simulation and PCA_BP neural network;Process Safety and Environmental Protection;2023-12
3. Modified performance-enhanced PCA for incipient fault detection of dynamic industrial processes;Journal of Process Control;2023-11
4. Data-driven anomaly monitoring methods for multimode processes: overview and perspectives;SCIENTIA SINICA Informationis;2023-11-01
5. Towards continual knowledge transfer in modeling manufacturing processes under non-stationary data streams;Applied Intelligence;2023-10-27
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