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Open access Sep 2026

Near-Infrared Hyperspectral Classification of Waste Textiles Using Complementary Spectral Representations and a Convolution-Enhanced Patch Transformer

High-value recycling of waste textiles requires accurate fiber-composition identification, yet similar blends often exhibit overlapping near-infrared absorption bands and substantial within-class variation. Using 291 waste-textile swatches, this study develops ConvPatchTST, a convolution-enhanced Patch Transformer that...

Xin Ru, Xing-Yu Chen, L. Peng et al. · 0 citations
Open access Aug 2026

Research on Rapid Verification Method of Overload Protection Characteristics of Low-Voltage Electrical Appliances Based on Thermodynamic Equivalence Model

Conventional overload verification of bimetallic protection elements requires long-duration current loading and considerable time and energy consumption. This study proposes a rapid verification method combining a first-order thermodynamic equivalence model with image-based deflection measurement. Local linear interpol...

Hong Ren, Jianqiang Li, Xin Ru et al. · 0 citations

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