Enhanced statistical analysis of nonlinear processes using KPCA, KICA and SVM
Author:
Publisher
Elsevier BV
Subject
Applied Mathematics,Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry
Reference55 articles.
1. Statistical process control charts for batch operations based on independent component analysis;Albazzaz;Industrial and Engineering Chemistry Research,2004
2. Generalized discriminant analysis using a kernel approach;Baudat;Neural Computation,2000
3. Dynamic process fault monitoring based on neural network and PCA;Chen;Journal of Process Control,2002
4. Fault Detection and Diagnosis in Industrial Systems;Chiang,2001
5. Fault diagnosis based on Fisher discriminant analysis and support vector machines;Chiang;Computers and Chemical Engineering,2004
Cited by 183 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. Causal network construction based on KICA-ECCM for root cause diagnosis of industrial processes;Cluster Computing;2024-07-20
2. Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization;Journal of Industrial Information Integration;2024-07
3. A Review of Statistical-Based Fault Detection and Diagnosis with Probabilistic Models;Symmetry;2024-04-08
4. Multiple fault recognition for chemical processes based on TSK-type neural networks with nonlinear consequences;Granular Computing;2023-12-18
5. Interpret what a Convolutional Neural Network learns for fault detection and diagnosis in process systems;Journal of Process Control;2023-11
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