A Hybrid Methodology For On-Line Process Monitoring

被引：0

作者：

Kumar, Rakesh ^{[1
]}

Jade, Avinash M. ^{[1
]}

Jayaraman, Valadi K. ^{[1
]}

Kulkarni, Bhaskar D. ^{[1
]}

机构：

[1] Natl Chem Lab, Div Chem Engn, Pune, Maharashtra, India

来源：

INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING | 2004年 / 2卷

关键词：

Process monitoring; locally linear embedding; abnormality detection; support vector domain distribution; novelty detection; single class classification;

D O I：

暂无

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

A hybrid strategy of using (i) locally linear embedding for nonlinear dimensionality reduction of high dimensional data and (ii) support vector machines for classification of the resultant features is proposed as a robust methodology for process monitoring. Illustrative examples substantiate the methodology vis-a-vis current practice.

引用

下载

页数：20

共 50 条

[31] On-line infrared for process monitoring and quality control
不详
ADVANCES IN POLYMER TECHNOLOGY, 1998, 17 (02) : 184 - 184
[32] On-line process state classification for adaptive monitoring
Lee, YH
Jin, HD
Han, CH
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2006, 45 (09) : 3095 - 3107
[33] Intelligent On-line Monitoring Systems of Process Stability in Lapping Process
Geng, Zhichao
Zhou, Ping
Guo, Dongming
2022 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, BIG DATA AND ALGORITHMS (EEBDA), 2022, : 472 - 474
[34] New Methodology of On-line Monitoring for High Voltage Overhead Transmission Line Icing
Quan, Yusheng
Zhou, Enze
Chen, Huagui
Zhao, Xin
ENERGY AND POWER TECHNOLOGY, PTS 1 AND 2, 2013, 805-806 : 871 - +
[35] Advanced process monitoring using an on-line non-linear multiscale principal component analysis methodology
Fourie, SH
de Vaal, P
COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (2-7) : 755 - 760
[36] Plasma spray process on-line control by artificial intelligence methodology
Kanta, Abdoul-Fatah
Montavon, Ghislain
Planche, Marie-Pierre
Coddet, Christian
ADVANCED ENGINEERING MATERIALS, 2007, 9 (1-2) : 105 - 113
[37] Batch process monitoring using on-line MIR spectroscopy
van Sprang, ENM
Ramaker, HJ
Boelens, HFM
Westerhuis, JA
Whiteman, D
Baines, D
Weaver, I
ANALYST, 2003, 128 (01) : 98 - 102
[38] On-line calorimetry as a technique for process monitoring and control in biotechnology
Thermochim Acta, 1-2 (225):
[39] On-line structure monitoring by laser ultrasonics for process control
不详
HEAT TREATMENT OF METALS, 1997, 24 (04): : 102 - 102
[40] On-line monitoring of the denitrification process by measurement of NADH fluorescence
Dohoon Lee
Seung Hoon Song
Ji Hyeon Kim
Young Je Yoo
Biotechnology Letters, 2002, 24 : 949 - 952

← 1 2 3 4 5 →