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Nazanin Pourmoradi

Shahid Beheshti University

Velenjak

Bostan

Tehran, 19839

Iran

  • Shahid Beheshti University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Deep Learning-Based Flexible Intelligent Load Shedding with Data Augmentation in Electrical Energy Systems under Small Datasets and Changing Topologies

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Deep Learning-Based Flexible Intelligent Load Shedding with Data Augmentation in Electrical Energy Systems under Small Datasets and Changing Topologies

Number of pages: 28 Posted: 07 Apr 2026
Nazanin Pourmoradi, Sasan Azad, mohammad taghi ameli, Hossein Ameli and Goran Strbac
Shahid Beheshti University, Shahid Beheshti University, Shahid Beheshti University, Imperial College London and Imperial College London
Downloads 10 (1,606,395)

Abstract:

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Emergency load shedding, transfer learning, active learning, graph transformer, small dataset, topology change.

Deep Learning-Based Flexible Intelligent Load Shedding with Data Augmentation in Electrical Energy Systems under Small Datasets and Changing Topologies

Number of pages: 28 Posted: 16 Apr 2026
Nazanin Pourmoradi, mohammad taghi ameli, Sasan Azad, Hossein Ameli and Goran Strbac
Shahid Beheshti University, Shahid Beheshti University, Shahid Beheshti University, Imperial College London and Imperial College London
Downloads 10 (1,606,395)

Abstract:

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Emergency load shedding, transfer learning, active learning, graph transformer, small dataset, topology change.