Two-stage robust energy storage planning with probabilistic guarantees: A data-driven approach

C Yan, X Geng, Z Bie, L Xie - Applied Energy, 2022 - Elsevier
Abstract Shorter-term (eg, hourly) uncertainties, which are not explicitly accounted for in
conventional power system planning practice, become imperative in the longer-term …

[HTML][HTML] Probabilistic planning of a battery energy storage system in a hybrid microgrid based on the Taguchi arrays

F Mottola, D Proto, A Russo - International Journal of Electrical Power & …, 2024 - Elsevier
The transformation of electrical networks in the context of the new smart grid paradigm
unavoidably involves new challenges for electrical component planning. This paper …

Computing essential sets for convex and nonconvex scenario problems: Theory and application

X Geng, L Xie, MS Modarresi - IEEE Transactions on Control of …, 2021 - ieeexplore.ieee.org
The scenario approach is a general data-driven algorithm to chance-constrained
optimization. It seeks the optimal solution that is feasible to a carefully chosen number of …