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An instance segmentation based global MPPT method for PV systems under partial shading condition
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DOI：10.1016/j.enconman.2026.121494.png)
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Abstract
En 中文
• Novel Instance segmentation-based GMPP tracking. • Instance segmentation model determines cell-level shaded area percentages. • 97.5% accuracy in cell-level shade detection and segmentation. • Work for both polycrystalline and monocrystalline solar panels. • Delivering up to 85% energy savings.
Keywords:
Instance segmentation
Global MPPT
Partial shading
Solar panels
Energy savings
Journal
IF:
10.9
Papers:
2.0W
Citations:
11.3W
Organization
Cited Papers
ShareSaveA Maximum Power Point Tracking Technique for Partially Shaded Photovoltaic Systems in Microgrids
PREAI
ShareSaveShareSaveShareSaveShareSaveMultiple-to-single maximum power point tracking for empowering conventional MPPT algorithms under partial shading conditions.png)
SCIENTIFIC REPORTS
OAAI
SCIENTIFIC REPORTSIF3.9
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