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Preprint Oct 2026

Distributionally Robust Chance-Constrained Reinforcement Learning for Home Energy Management under Electric Vehicle Uncertainty

The electrification of residential energy systems and adoption of electric vehicles (EVs) create demand-side flexibility. However, random driving behaviour makes it difficult to ensure EV readiness at departure and maintain thermal comfort. To address this, we formulate residential scheduling as a distributionally robu...

Meng Yuan, Ye Wang, Yi Mei et al. · 0 citations
Open access Sep 2026

Hydrogen storage in depleted gas fields: A techno-economic case study of Moomba, South Australia

This study conducted a techno-economic analysis of green hydrogen production, focusing on evaluating the ‘cost of delivering hydrogen to market’, which includes storage and transportation. The analysis evaluates PEM electrolyser hydrogen production at Moomba (South Australia), comparing underground storage (UHS) in dep...

Simon Tuamemel, A. Brent · 0 citations

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