Just‐in‐time learning–multiple subspace support vector data description used for non‐Gaussian dynamic batch process monitoring

Journal of Chemometrics ◽

10.1002/cem.3134 ◽

2019 ◽

Vol 33 (6) ◽

Author(s):

Zhaomin Lv ◽

Xuefeng Yan ◽

Qingchao Jiang ◽

Ning Li

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Just In Time ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring ◽

Download Full-text

Batch process monitoring based on self-adaptive subspace support vector data description

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2017.09.009 ◽

2017 ◽

Vol 170 ◽

pp. 25-31 ◽

Author(s):

Zhaomin Lv ◽

Xuefeng Yan ◽

Qingchao Jiang

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring ◽

Download Full-text

Batch process monitoring based on functional data analysis and support vector data description

Journal of Process Control ◽

10.1016/j.jprocont.2014.05.015 ◽

2014 ◽

Vol 24 (7) ◽

pp. 1085-1097 ◽

Author(s):

Ma Yao ◽

Huangang Wang ◽

Wenli Xu

Keyword(s):

Data Analysis ◽

Process Monitoring ◽

Functional Data Analysis ◽

Functional Data ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

Improved two-dimensional dynamic batch process monitoring with support vector data description

IFAC Proceedings Volumes ◽

10.3182/20110828-6-it-1002.00282 ◽

2011 ◽

Vol 44 (1) ◽

pp. 13133-13138 ◽

Author(s):

Zhiqiang Ge ◽

Furong Gao ◽

Zhihuan Song

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Two Dimensional ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

Hierarchical Support Vector Data Description for Batch Process Monitoring

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.6b00901 ◽

2016 ◽

Vol 55 (34) ◽

pp. 9205-9214 ◽

Author(s):

Zhaomin Lv ◽

Xuefeng Yan

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

A Batch Process Monitoring Method Using Two-Dimensional Localized Dynamic Support Vector Data Description

IEEE Access ◽

10.1109/access.2020.3028144 ◽

2020 ◽

Vol 8 ◽

pp. 181192-181204

Author(s):

Xiaohui Wang ◽

Yanjiang Wang ◽

Xiaogang Deng ◽

Yuping Cao

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Two Dimensional ◽

Vector Data ◽

Monitoring Method ◽

Data Description ◽

Batch Process Monitoring ◽

Dynamic Support

Download Full-text

Bagging support vector data description model for batch process monitoring

Journal of Process Control ◽

10.1016/j.jprocont.2013.06.010 ◽

2013 ◽

Vol 23 (8) ◽

pp. 1090-1096 ◽

Author(s):

Zhiqiang Ge ◽

Zhihuan Song

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

Dynamic hypersphere based support vector data description for batch process monitoring

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2017.11.002 ◽

2018 ◽

Vol 172 ◽

pp. 17-32 ◽

Author(s):

Jianlin Wang ◽

Weimin Liu ◽

Kepeng Qiu ◽

Tao Yu ◽

Liqiang Zhao

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

Batch process monitoring based on support vector data description method

Journal of Process Control ◽

10.1016/j.jprocont.2011.02.004 ◽

2011 ◽

Vol 21 (6) ◽

pp. 949-959 ◽

Author(s):

Zhiqiang Ge ◽

Furong Gao ◽

Zhihuan Song

Keyword(s):

Process Monitoring ◽

Batch Process ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Batch Process Monitoring

Download Full-text

Independent component analysis-based non-Gaussian process monitoring with preselecting optimal components and support vector data description

International Journal of Production Research ◽

10.1080/00207543.2013.870362 ◽

2013 ◽

Vol 52 (11) ◽

pp. 3273-3286 ◽

Author(s):

Qingchao Jiang ◽

Xuefeng Yan ◽

Zhaomin Lv ◽

Meijin Guo

Keyword(s):

Independent Component Analysis ◽

Gaussian Process ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Download Full-text

A novel key performance indicator oriented process monitoring method based on multiple information extraction and support vector data description

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.24227 ◽

2021 ◽

Author(s):

Xueyi Zhang ◽

Liang Ma ◽

Kaixiang Peng

Keyword(s):

Information Extraction ◽

Process Monitoring ◽

Performance Indicator ◽

Support Vector ◽

Support Vector Data Description ◽

Key Performance Indicator ◽

Vector Data ◽

Monitoring Method ◽

Data Description

Download Full-text