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PLS-AE-RR prediction model for calorific value of large-particle-size coal based on NIRS-XRF spectral fusion and nonlinear residual correction
Modern Applied Optics | 更新时间：2026-02-14

    • PLS-AE-RR prediction model for calorific value of large-particle-size coal based on NIRS-XRF spectral fusion and nonlinear residual correction

    • “Experts have developed a PLS-AE-RR hybrid prediction model based on the fusion of NIRS and XRF to address the difficulty of grinding large particle coal samples in industrial sites, opening up a new path for improving the accuracy of online analysis of coal calorific value.”
    • Optics and Precision Engineering   Vol. 34, Issue 3, Pages: 365-375(2026)

    • DOI：10.37188/OPE.20263403.0365    

      CLC： O433.4;O657.34
    • CSTR：32169.14.OPE.20263403.0365    

    • Received：11 November 2025，

      Revised：2025-12-22，

      Published：10 February 2026

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  • QIAO Yifan,LIU Ruonan,LI Bin,et al.PLS-AE-RR prediction model for calorific value of large-particle-size coal based on NIRS-XRF spectral fusion and nonlinear residual correction[J].Optics and Precision Engineering,2026,34(03):365-375.

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