Electronics Optics & Control, Volume. 30, Issue 10, 108(2023)

Detection of Quality-Related Faults Using Cointegration Analysis and Modified Projection to Latent Structures

WANG Xiaobing1, ZHENG Haiwen1, and KONG Xiangyu2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(14)

    [1] [1] YIN S,LI X W,GAO H J,et al.Data-based techniques focused on modern industry:an overview[J].IEEE Transactions on Industrial Electronics,2015,62(1):657-667.

    [5] [5] ZHONG B,WANG J,ZHOU J L,et al.Quality-related statistical process monitoring method based on global and local partial least-squares projection[J].Industrial & Engineering Chemistry Research,2016,55(6):1609-1622.

    [6] [6] ZHONG K,HAN M,QIU T,et al.Fault diagnosis of complex processes using sparse kernel local fisher discriminant analysis[J].IEEE Transactions on Neural Networks and Learning Systems,2020,31(5):1581-1591.

    [7] [7] LI Z C,YAN X F.Fault-relevant optimal ensemble ICA model for non-Gaussian process monitoring[J].IEEE Transactions on Control Systems Technology,2020,28(6):2581-2590.

    [8] [8] LI G,QIN S Z,JI Y D,et al.Total PLS based contribution plots for fault diagnosis[J].Acta Automatica Sinica, 2009,35(6):759-765.

    [9] [9] ZHOU D H,LI G,QIN S J.Total projection to latent structures for process monitoring[J].AIChE Journal,2010,56(1):168-178.

    [10] [10] QIN S J,ZHENG Y Y.Quality-relevant and process-relevant fault monitoring with concurrent projection to latent structures[J].AIChE Journal,2013,59(2):496-504.

    [11] [11] YIN S,DING S X,ZHANG P,et al.Study on modifications of PLS approach for process monitoring[J].IFAC Proceedings Volumes,2011,44(1):12389-12394.

    [12] [12] SUN H,ZHANG S M,ZHAO C H,et al.A sparse reconstruction strategy for online fault diagnosis in nonstationary processes with no a priori fault information[J].Industrial & Engineering Chemistry Research,2017,56(24):6993-7008.

    [13] [13] ZHAO C H,HUANG B.A full condition monitoring method for nonstationary dynamic chemical processes with cointegration and slow feature analysis[J].AIChE Journal,2018,64(5):1662-1681.

    [14] [14] ENGLE R F,GRANGER C W J.Co-integration and error correction:representation,estimation and testing[J].Econometrica,1987,55(2):251-276.

    [15] [15] JOHANSEN S.Statistical analysis of cointegration vectors[J].Journal of Economic Dynamics and Control,1988, 12(2/3):231-254.

    [16] [16] DOWNS J J,VOGEL E F.A plant-wide industrial process control problem[J].Computers & Chemical Engineering, 1993,17(3):245-255.

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    WANG Xiaobing, ZHENG Haiwen, KONG Xiangyu. Detection of Quality-Related Faults Using Cointegration Analysis and Modified Projection to Latent Structures[J]. Electronics Optics & Control, 2023, 30(10): 108

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    Paper Information

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    Received: Sep. 1, 2022

    Accepted: --

    Published Online: Dec. 5, 2023

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2023.10.018

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