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Mbuyu Sumbwanyambe

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#reinforcement learning Open access Sep 2026

Reinforcement Learning-Based Intelligent Adaptive Protection Relays: A Systematic Comparative Review of Algorithms, Applications, and Performance Metrics

The accelerating integration of inverter-based resources (IBR) and distributed generation (DG)—with IBR penetration now exceeding 40% in many distribution networks and fault-current contribution curtailed to 1.0–1.5 p.u. versus 5–10 p.u. for synchronous generators—has measurably reduced the efficacy of conventional pow...

Sipho P Lafleni, Tlotlollo Sidwell Hlalele, Mbuyu Sumbwanyambe · 0 citations

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