Efficient Iterative Dynamic Kernel Principal Component Analysis Monitoring Method for the Batch Process with Super-large-scale Data Sets
Author:
Affiliation:
1. School of Electronics and Information Engineering, Liaoning University of Technology, Jinzhou 121001, China
Funder
Natural Science Foundation of Liaoning Province
National Natural Science Foundation of China
Publisher
American Chemical Society (ACS)
Subject
General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acsomega.0c06039
Reference27 articles.
1. A new monitoring method for the between‐mode transition of multimode processes
2. A systematic comparison of PCA-based Statistical Process Monitoring methods for high-dimensional, time-dependent Processes
3. Monitoring Uneven Multistage/Multiphase Batch Processes using Trajectory‐Based Fuzzy Phase Partition and Hybrid MPCA Models
4. Compound dimensionality reduction based multi-dynamic kernel principal component analysis monitoring method for batch process with large-scale data sets
5. Pseudo Time-Slice Construction Using a Variable Moving Window k Nearest Neighbor Rule for Sequential Uneven Phase Division and Batch Process Monitoring
Cited by 6 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 detection and isolation for dynamic non-stationary processes with stationary subspace-based canonical variate analysis;Chemical Engineering Science;2024-08
2. F-Norm-Based Soft LDA Algorithm for Fault Detection in Chemical Production Processes;ACS Omega;2024-08-01
3. A model-free-based control chart for batch process using U-statistics;Journal of Process Control;2023-12
4. l21-Norm-Based Robust Feature Extraction Method for Fault Detection;ACS Omega;2022-11-25
5. Neural Component Analysis for Key Performance Indicator Monitoring;ACS Omega;2022-10-11
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