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2026

Topology-Aware Physics-Informed Reinforcement Learning for Resilient Operation and Adaptive Restoration of Renewable Integrated Active Distribution Networks

The increasing penetration of photovoltaic generation in active distribution networks (ADNs) introduces significant operational variability and challenges for resilient network restoration. This paper proposes a Topology-Aware Physics-Informed Reinforcement Learning (PIRL) framework for adaptive operation and self-heal...

V. Nguyen · 0 citations
Open access Oct 2026

Explainable AI-Driven Multi-Objective Optimization of Eccentrically Loaded Reinforced Concrete Strip Foundations

The design of eccentrically loaded reinforced concrete strip foundations traditionally relies on analytical bearing-capacity theory and trial-and-error sizing, which often result in overconservative dimensions and inefficient use of materials. This study proposes an explainable, end-to-end Artificial Intelligence (AI)...

V. Nguyen, N. Pham · 0 citations

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