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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Tomohiro Hayashida

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Open access Jul 2026

Robust Flexibility Provision from DERs: A Network-Constrained Multi-Step Optimization Approach

This paper proposes a network-constrained multi-step optimization approach for robust flexibility provision from distributed energy resources (DERs) under photovoltaic (PV) generation uncertainty. The proposed method optimally schedules day-ahead battery operations based on PV output predictions and confidence interval...

Shinya Sekizaki, Tomohiro Hayashida · 0 citations

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