由山子涵、司刚全、曲凯、王倩月、孔祥光、唐雨、杨晨等撰写的论文“Multiscale Self-Attention Architecture in Temporal Neural Network for Nonintrusive Load Monitoring ”被测量威期刊IEEE Transactions on  Instrumentation and Measurement（2022影响因子：5.332）录用并发表，该论文针对电力非侵入式负荷检测，提出一种全新的MSANet（Multiscale self-atention network）网络，大幅度提高了用电负荷辨识的准确性。

      论文引用信息：Z. Shan, G. Si, K. Qu, Q. Wang, X. X. Kong, Y. Tang, and C. Yang, "Multiscale Self-Attention Architecture in Temporal Neural Network for Nonintrusive Load Monitoring," in IEEE Transactions on Instrumentation and Measurement,  Vol 72，2512212， 2023

    doi: 10.1109/TIM.2023.3271009.