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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Layan Fahad Al Tmimi

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Open access Sep 2026

AI–Lagrangian MPPT: A New Paradigm for Explainable and High-Performance Photovoltaic Optimization

The major challenge in photovoltaic (PV) maximum power point tracking (MPPT) systems is finding a balance between the high performance of artificial intelligence techniques and the interpretability and reliability of physics-based approaches. This paper proposes a new MPPT controller based on a combination of Lagrangia...

Maha Saleh Al Munidi, Layan Fahad Al Tmimi, Hawra Ibrahim Al Saihati et al. · 0 citations

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