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1

A chaos-based iterated multistep predictor for blast furnace ironmaking process

Chuanhou Gao, Jiming Chen, Jiusun Zeng, Xueyi Liu, Youxian Sun

Journal:

Year:

2009

Language:

english

File:

PDF, 1.36 MB

english, 2009

2

Detecting abnormal situations using the Kullback–Leibler divergence

Zeng, Jiusun, Kruger, Uwe, Geluk, Jaap, Wang, Xun, Xie, Lei

Journal:

Year:

2014

Language:

english

File:

PDF, 663 KB

english, 2014

3

Identification of multiscale nature and multiple dynamics of the blast furnace system from operating data

Chuanhou Gao, Jiusun Zeng, Zhimin Zhou

Journal:

Year:

2011

Language:

english

File:

PDF, 1.58 MB

english, 2011

4

[IEEE 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Dali, China (2019.5.24-2019.5.27)] 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Thermal Power Plant Process Monitoring using Mutual Information and Distributed Statistical Model

Chen, Delun, Zeng, Jiusun, Liang, Xiaoyu

Year:

2019

File:

PDF, 369 KB

2019

5

[IEEE 2010 8th World Congress on Intelligent Control and Automation (WCICA 2010) - Jinan, China (2010.07.7-2010.07.9)] 2010 8th World Congress on Intelligent Control and Automation - Optimal operation strategy extraction for blast furnace ironmaking process based on fuzzy C-means clustering

Luo, Shihua, Xihua Chen,, Zeng, Jiusun

Year:

2010

File:

PDF, 744 KB

2010

6

[IEEE 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Dali, China (2019.5.24-2019.5.27)] 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) - Multimode Process Monitoring Based on Modified Probabilistic Linear Discriminant Analysis

Liu, Yi, Zeng, Jiusun, Xie, Lei, Lang, Xun, Luo, Shihua, Su, Hongye

Year:

2019

File:

PDF, 424 KB

2019

7

Statistical Process Monitoring Based on the Kernel Mean Discrepancy Test

Zeng, Jiusun, Cai, Jinhui, Xie, Lei, Zhang, Jianming, Gu, Yong

Journal:

Industrial & Engineering Chemistry Research

Year:

2013

Language:

english

File:

PDF, 1.64 MB

english, 2013

8

Fault Detection and Identification of Blast Furnace Ironmaking Process Using the Gated Recurrent Unit Network

Ouyang, Hang, Zeng, Jiusun, Li, Yifan, Luo, Shihua

Journal:

Year:

2020

File:

PDF, 2.64 MB

2020

9

Structured Joint Sparse Principal Component Analysis for Fault Detection and Isolation

Liu, Yi, Zeng, Jiusun, Xie, Lei, Luo, Shihua, Su, Hongye

Journal:

IEEE Transactions on Industrial Informatics

Year:

2018

Language:

english

File:

PDF, 964 KB

english, 2018

10

[IEEE 2013 25th Chinese Control and Decision Conference (CCDC) - Guiyang, China (2013.05.25-2013.05.27)] 2013 25th Chinese Control and Decision Conference (CCDC) - Multi-label relevant vector machine based simultaneous fault diagnosis

Chao, Song, Lei, Xie, Jiusun, Zeng

Year:

2013

File:

PDF, 575 KB

2013

11

Novel Just-In-Time Learning-Based Soft Sensor Utilizing Non-Gaussian Information

Xie, Lei, Zeng, Jiusun, Gao, Chuanhou

Journal:

IEEE Transactions on Control Systems Technology

Year:

2014

Language:

english

File:

PDF, 615 KB

english, 2014

12

A non-Gaussian regression algorithm based on mutual information maximization

Jiusun Zeng, Lei Xie, Uwe Kruger, Chuanhou Gao

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 1.71 MB

english, 2012

13

Detecting Model–Plant Mismatch of Nonlinear Multivariate Systems Using Mutual Information

Chen, Gui, Xie, Lei, Zeng, Jiusun, Chu, Jian, Gu, Yong

Journal:

Industrial & Engineering Chemistry Research

Year:

2013

Language:

english

File:

PDF, 1.88 MB

english, 2013

14

[IEEE 2017 Chinese Automation Congress (CAC) - Jinan (2017.10.20-2017.10.22)] 2017 Chinese Automation Congress (CAC) - Monitoring of dynamic process using hierarchical probability density decomposition

Ying, Anni, Luo, Shihua, Zeng, Jiusun, Xie, Lei, Kruger, Uwe

Year:

2017

Language:

english

File:

PDF, 258 KB

english, 2017

15

[IEEE 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) - Liuzhou (2020.11.20-2020.11.22)] 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) - Improved PCA-based Fault Isolation using Sparse Group Lasso

Chen, Wei, Zeng, Jiusun, Li, Yifan, Luo, Shihua

Year:

2020

File:

PDF, 1.61 MB

2020

16

Block adaptive kernel principal component analysis for nonlinear process monitoring

Xie, Lei, Li, Zhe, Zeng, Jiusun, Kruger, Uwe

Journal:

Year:

2016

Language:

english

File:

PDF, 994 KB

english, 2016

17

An improved mixture robust probabilistic linear discriminant analyzer for fault classification

Liu, Yi, Zeng, Jiusun, Xie, Lei, Lang, Xun, Luo, Shihua, Su, Hongye

Journal:

ISA Transactions

Year:

2019

Language:

english

File:

PDF, 726 KB

english, 2019

18

Hierarchical density decompositions for abnormal event diagnosis in serially correlated non-Gaussian systems

Ying, Anni, Zeng, Jiusun, Kruger, Uwe, Luo, Shihua, Xie, Lei

Journal:

Control Engineering Practice

Year:

2020

Language:

english

File:

PDF, 1.11 MB

english, 2020

19

Structured sequential Gaussian graphical models for monitoring time-varying process

Liu, Yi, Zeng, Jiusun, Xie, Lei, Kruger, Uwe, Luo, Shihua, Su, Hongye

Journal:

Control Engineering Practice

Year:

2019

Language:

english

File:

PDF, 2.91 MB

english, 2019

20

An improved mixture robust probabilistic linear discriminant analyzer for fault classification

Liu, Yi, Zeng, Jiusun, Xie, Lei, Lang, Xun, Luo, Shihua, Su, Hongye

Journal:

ISA Transactions

Year:

2019

File:

PDF, 726 KB

2019

21

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Soft sensor development using non-Gaussian Just-In-Time modeling

Zeng, Jiusun, Xie, Lei, Gao, Chuanhou, Sha, Jingjing

Year:

2011

Language:

english

File:

PDF, 190 KB

english, 2011

22

Regression-based analysis of multivariate non-Gaussian datasets for diagnosing abnormal situations in chemical processes

Zeng, Jiusun, Xie, Lei, Kruger, Uwe, Gao, Chuanhou

Journal:

Year:

2014

Language:

english

File:

PDF, 760 KB

english, 2014

23

Nonparametric Density Estimation of Hierarchical Probabilistic Graph Models for Assumption-Free Monitoring

Zeng, Jiusun, Luo, Shihua, Cai, Jinhui, Kruger, Uwe, Xie, Lei

Journal:

Industrial & Engineering Chemistry Research

Year:

2017

Language:

english

File:

PDF, 3.08 MB

english, 2017

24

A State Space Model for Monitoring of the Dynamic Blast Furnace System

Cai, Jinhui, Zeng, Jiusun, Luo, Shihua

Journal:

ISIJ International

Year:

2012

Language:

english

File:

PDF, 343 KB

english, 2012

25

Fault detection in dynamic systems using the Kullback–Leibler divergence

Xie, Lei, Zeng, Jiusun, Kruger, Uwe, Wang, Xun, Geluk, Jaap

Journal:

Control Engineering Practice

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

26

CHAOTIC FEATURE OF MARTIN PROCESS IMPOSED ON THE COSINE FUNCTION

GAO, CHUANHOU, ZHOU, ZHIMIN, ZENG, JIUSUN, CHEN, JIMING

Journal:

Year:

2009

Language:

english

File:

PDF, 230 KB

english, 2009

27

Application of Least Squares Support Vector Machines to Predict the Silicon Content in Blast Furnace Hot Metal

Jian, Ling, Gao, Chuanhou, Li, Lei, Zeng, Jiusun

Journal:

ISIJ International

Year:

2008

Language:

english

File:

PDF, 189 KB

english, 2008

28

A unified probabilistic monitoring framework for multimode processes based on probabilistic linear discriminant analysis

Liu, Yi, Zeng, Jiusun, Bao, Jie, Xie, Lei

Journal:

IEEE Transactions on Industrial Informatics

Year:

2020

Language:

english

File:

PDF, 753 KB

english, 2020

29

[IEEE 2013 European Control Conference (ECC) - Zurich (2013.7.17-2013.7.19)] 2013 European Control Conference (ECC) - Process monitoring based on Kullback Leibler divergence

Zeng, Jiusun, Xie, Lei, Kruger, Uwe, Yu, Jie, Sha, Jingjing, Fu, Xuyi

Year:

2013

File:

PDF, 324 KB

2013

30

Identification of the Optimal Control Center for Blast Furnace Thermal State Based on the Fuzzy C-means Clustering

Luo, Shihua, Huang, Jian, Zeng, Jiusun, Zhang, Qiansheng

Journal:

ISIJ International

Year:

2011

File:

PDF, 674 KB

2011

31

[IEEE 2014 26th Chinese Control And Decision Conference (CCDC) - Changsha, China (2014.5.31-2014.6.2)] The 26th Chinese Control and Decision Conference (2014 CCDC) - Incipient fault detection based on empirical likelihood

Zhang, Xin, Yingping Sang,, Zeng, Jiusun, Huang, Zhenwei

Year:

2014

Language:

english

File:

PDF, 157 KB

english, 2014

32

Statistical Monitoring of Industrial Process Faults Using Local Independent Component Regression

Zeng, Jiusun, Xie, Lei, Kruger, Uwe, Gao, Chuanhou, Li, Zhe, Zhang, Jianming

Journal:

IFAC Proceedings Volumes

Year:

2011

Language:

english

File:

PDF, 565 KB

english, 2011

33

Process monitoring using probabilistic graphical models via nonparametric density estimation * *The authors would like to thank financial support from the National Natural Science Foundation of China (Grant No. 61203088, 61563018), the Natural Science Foundation of Jiangxi (Grant No.20161ACB20009) and the open project of Key Laboratory of Advanced Process Control for Light Industry(Jiangnan University), Ministry of Education.

Zeng, Jiusun, Luo, Shihua, Cai, Jinhui, Xie, Lei, Kruger, Uwe, Xiong, Weili

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 517 KB

english, 2017

34

Blast Furnace System Modeling by Multivariate Phase Space Reconstruction and Neural Networks

Shihua Luo, Chuanhou Gao, Jiusun Zeng, Jian Huang

Journal:

Asian Journal of Control

Year:

2012

Language:

english

File:

PDF, 665 KB

english, 2012

35

Shrinking Principal Component Analysis for Enhanced Process Monitoring and Fault Isolation

Xie, Lei, Lin, Xiaozhong, Zeng, Jiusun

Journal:

Industrial & Engineering Chemistry Research

Year:

2013

Language:

english

File:

PDF, 1005 KB

english, 2013

36

Soft Sensing of Nonlinear Multimode Process using Self Organizing Model and Conditional Probability Density Analysis

wang, lulu, Zeng, Jiusun, Liang, Xiaoyu, He, Yuchen, Luo, Shihua, Cai, Jinhui

Journal:

Industrial & Engineering Chemistry Research

Year:

2019

File:

PDF, 699 KB

2019

37

[IEEE 2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) - Enshi (2018.5.25-2018.5.27)] 2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) - A Novel Soft Sensing Method for Transient Processes Regression Utilizing Locally Weighted PLS

He, Yuchen, Liu, Chenyang, Zhu, Binbin, Zeng, Jiusun

Year:

2018

Language:

english

File:

PDF, 1.67 MB

english, 2018

38

[IEEE 2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) - Xiamen, China (2019.7.5-2019.7.7)] 2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) - Mixture Probabilistic Linear Discriminant Analyzer for Process Fault Classification

Liu, Yi, Zeng, Jiusun, Xie, Lei, Lang, Xun, Luo, Shihua, Su, Hongye

Year:

2019

File:

PDF, 8.82 MB

2019

39

A Bayesian sparse reconstruction method for fault detection and isolation

Zeng, Jiusun, Huang, Biao, Xie, Lei

Journal:

Journal of Chemometrics

Year:

2015

Language:

english

File:

PDF, 751 KB

english, 2015

40

Quality-related locally weighted non-Gaussian regression based soft sensing for multimode processes

He, Yuchen, Zhu, Binbin, Liu, Chenyang, Zeng, Jiusun

Journal:

Industrial & Engineering Chemistry Research

Year:

2018

Language:

english

File:

PDF, 795 KB

english, 2018

41

A Kernel Sparse Representation Based Framework for Monitoring Nonlinear Multi-Mode Process

Huang, Zhenwei, Zeng, Jiusun, Pan, Guobin, Xie, Lei

Year:

2017

Language:

english

File:

PDF, 2.54 MB

english, 2017

42

Soft Sensing of Nonlinear Multimode Process using Self Organizing Model and Conditional Probability Density Analysis

wang, lulu, Zeng, Jiusun, Liang, Xiaoyu, He, Yuchen, Luo, Shihua, Cai, Jinhui

Journal:

Industrial & Engineering Chemistry Research

Year:

2019

Language:

english

File:

PDF, 699 KB

english, 2019

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