Author

Christopher J. Haruna

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Open access Sep 2026

A novel multi-layer energy management system for enhanced grid services by a hybrid energy storage system

Background The increasing integration of renewable energy sources (RES) in power systems introduces operational challenges due to their intermittent and difficult-to-predict generation. Hybrid Energy Storage Systems (HESS) can mitigate these issues by providing flexibility and stability to microgrids. However, efficien...

Markel Azkue, A. Saez-de-Ibarra, Vincenzo Mascaro et al. · Open Research Europe · 0 citations

#machine learning Preprint Sep 2026

Learning to Move Cities: Deep Meta-Models and Reinforcement Policies for Calibration and Control in Urban Networks

Urban transportation networks present complex optimization challenges spanning calibration of high-fidelity simulators and real-time operational control. This paper presents a shared latent-space framework that connects simulator calibration and reinforcement learning control through a common learned representation of...

Adewumi Augustine Adepitan, Christopher J. Haruna, Oluwasegun O. Adegoke et al. · 0 citations