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Cheng-Jun Zhang

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Open access Sep 2026

Knowledge-Guided Multimodal Resource Identification in Low-Voltage Transformer Areas with Sparse Measurements

A knowledge-guided multimodal learning framework that combines raw electrical sequences with temporal, statistical, frequency-domain, and contextual descriptors and integrates their complementary representations through attention-based multimodal fusion is developed.

Xiao-Xing Lu, Xiao-Long Xiao, Wen-Qiang Xie et al. · 0 citations

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