Spectroscopy and Spectral Analysis, Volume. 45, Issue 5, 1283(2025)

Rapid Classification and Identification of Heavy Metal-Containing Electroplating Sludge by Combining EDXRF With Machine Learning

LI Wei-yan1, TENG Jing2、*, ZHENG Zhi-hui3,4, SHI Jing-jing4, SHI Yao4, LI Zhi-hong4, and ZHANG Chen-mu4
Author Affiliations
  • 1School of Electrical Engineering, Tongling University, Tongling244061, China
  • 2School of Medicine and Healthcare, Guangxi Vocational and Technical College of Industry, Nanning 530001, China
  • 3School of Chemistry and Chemical Engineering, Chongqing University, Chongqing 401331, China
  • 4CAS Key Laboratory of Green Process and Engineering, National Engineering Research Center of Green Recycling for Strategic Metal Resources, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
  • show less
    References(9)

    [5] [5] Xing Yan, Zhang Haihan, Yang Zhen, et al. Metals, 2022, 12(11): 1798.

    [6] [6] Daly K, Fenton O, Ashekuzzaman S M, et al. Process Safety and Environmental Protection, 2019, 127: 206.

    [8] [8] Jalilov Bakhtiyar, Ashurov Safar, Huseynov Muzaffar, et al. Heritage, 2023, 6(1): 199.

    [9] [9] Shugar Aaron N, Drake B Lee, Kelley Greg Scientific Reports, 2021, 11(1): 17533.

    [10] [10] Teng Jing, Shi Yao, Liu ZuoHua, et al. Resources, Conservation and Recycling, 2023, 198: 107155.

    [11] [11] Du Shengxue, Chen Shujun. IEEE Access, 2023, 11: 18794.

    [12] [12] Tian Zhihui, Li Jiaxuan, Wang Shuqing, et al. Journal of Analytical Atomic Spectrometry, 2023, 38(7): 1421.

    [13] [13] Breiman Leo. Machine Learning, 2001, 45: 5.

    [14] [14] Singh Gurpreet, Pal Yash, Dahiya Anil Kumar. Applied Soft Computing, 2023, 138: 110181.

    Tools

    Get Citation

    Copy Citation Text

    LI Wei-yan, TENG Jing, ZHENG Zhi-hui, SHI Jing-jing, SHI Yao, LI Zhi-hong, ZHANG Chen-mu. Rapid Classification and Identification of Heavy Metal-Containing Electroplating Sludge by Combining EDXRF With Machine Learning[J]. Spectroscopy and Spectral Analysis, 2025, 45(5): 1283

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: May. 9, 2024

    Accepted: May. 21, 2025

    Published Online: May. 21, 2025

    The Author Email: TENG Jing (liga0929@163.com)

    DOI:10.3964/j.issn.1000-0593(2025)05-1283-07

    Topics