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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ziyan Li

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2 papers indexed here

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Open access Oct 2026

Uncertainty-aware bilevel energy storage planning for active distribution networks: A fixed-topology DistFlow-based MISOCP framework with voltage-security assessment

Historical renewable-load variability, voltage-security risk, and investment-operation coupling can materially change the assessed value of distribution-level energy storage. This study develops an uncertainty-aware bilevel energy storage system (ESS) planning framework in which the upper level selects a discrete sitin...

Zhen-Hua Miao, Zi-Yan Li, Yong-Jie Wang · 0 citations
Open access Sep 2026

A Stochastic Dual Dynamic Programming Approach for Fixed-Route Electric Vehicle Charging under Congestion Uncertainty

Deploying heavy-duty electric trucks under real-world uncertainty is operationally challenging, particularly when multiple vehicles compete for limited public charging resources and face uncertain wait times. This research studies the Fixed-Route Vehicle Charging Problem and formulates it as a multistage stochastic pro...

Zi-Yan Li, Nikolay Aristov, E. Dugundji · 0 citations

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