Spectroscopy and Spectral Analysis, Volume. 42, Issue 10, 3073(2022)

Application of Gaussian Process Regression on the Quantitative Analysis of the Aging Condition of Insulating Paper by Near-Infrared Spectroscopy

Yuan LI1、1;, Wen-bo ZHANG1、1;, Xiao-lin CHEN2、2; 3;, Han LI1、1;, and Guan-jun ZHANG1、1;
Author Affiliations
  • 11. State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an 710049, China
  • 22. Electric Power Research Institute of Hainan Power Grid Co., Ltd., Haikou 570125, China
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    References(9)

    [2] Strivastave K D, Vandermaar A J, Wang M[D]. IEEE Electrical Insulation Magazine, 18, 12(2002).

    [3] Purkait P, Saha T K[D]. IEEE Transactions on Power Delivery, 23, 10(2008).

    [4] Baird P J, Herman H, Stevens G C et al[D]. IEEE Transactions on Dielectrics & Electrical Insulation, 13, 309(2006).

    [7] Liu S, Wang S, Yuan Y et al[D]. Infrared Physics & Technology, 106, 103276(2020).

    [10] Krause A, Schulz E, Speekenbrink M et al[D]. Journal of Mathematical Psychology, 85, 1(2018).

    [11] Chen Y, Kong D, Li N et al[D]. Mechanical Systems and Signal Processing, 104, 556(2018).

    [12] Chen T, Wang B[D]. Chemometrics and Intelligent Laboratory Systems, 142, 159(2015).

    [13] Li G, Tao D, Wang Z et al[D]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 208, 7(2019).

    [14] Liu Y I, Ran Z, Sun L et al[D]. Journal of Food Protection, 82, 1655(2019).

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    Yuan LI, Wen-bo ZHANG, Xiao-lin CHEN, Han LI, Guan-jun ZHANG. Application of Gaussian Process Regression on the Quantitative Analysis of the Aging Condition of Insulating Paper by Near-Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3073

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    Paper Information

    Category: Research Articles

    Received: Jun. 3, 2021

    Accepted: Mar. 15, 2022

    Published Online: Nov. 23, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)10-3073-06

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