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Non-intrusive Load Monitoring Based on Colored V-I Trajectory Features and Edge Machine Learning
NEW TYPE POWER SYSTEM | 更新时间：2026-01-25

    • Non-intrusive Load Monitoring Based on Colored V-I Trajectory Features and Edge Machine Learning

    • “In the field of non-invasive load recognition, a new method based on color V-I trajectory features and lightweight twin networks has been proposed, which effectively improves the accuracy of load recognition and achieves dynamic real-time online updates of the model.”
    • Advanced Engineering Sciences   Vol. 57, Issue 5, Pages: 134-141(2025)

    • DOI：10.12454/j.jsuese.202400042    

      CLC： TM714

    • Received：17 January 2024，

      Published：20 September 2025

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  • Lu Lingxia,Meng Fanju,Yu Miao,et al.Non-intrusive load monitoring based on colored V-I trajectory features and edge machine learning[J].Advanced Engineering Sciences,2025,57(5):134‒141. DOI： 10.12454/j.jsuese.202400042.

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LU Lingxia
MENG Fanju
YU Miao
REN Qinyuan
BAO Zhejing

Related Institution

College of Electrical Engineering, Zhejiang Univ.
College of Control Science and Engineering, Zhejiang Univ.
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