2024
DOI: 10.3934/electreng.2025001
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Improved MViTv2-T model for insulator defect detection

Fuhong Meng,
Guowu Yuan,
Hao Zhou
et al.

Abstract: <p>Insulators play a crucial role in transmission lines. Insulators exposed to natural environments are prone to various malfunctions. These faults will seriously affect the safety and stability of the power grid system operation, so intelligent detection of insulator defects has become increasingly important. This paper presents an insulator defect detection model based on the improved MViTv2-T (Multiscale Vision Transformers Version 2 Tiny). The new model utilizes the sore penalty mechanism (SPM) clust… Show more

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