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Mahyar Tofighi-Milani

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Preprint Jul 2026

Inertia-Aware Optimal Power Flow Using PINN in IBR-Dominated Power Systems

The proposed PINN framework is capable of producing highly accurate OPF solutions while ensuring compliance with both physical laws and inertia-related constraints and highlights the potential of physics-informed learning to enable secure, efficient, and computationally scalable OPF for future low-inertia power systems.

Mahyar Tofighi-Milani, S. Fattaheian‐Dehkordi, F. Rohrhofer et al. · 0 citations