no code implementations • 13 Jul 2023 • Xiaoting Wang, Rong-Peng Liu, Xiaozhe Wang, François Bouffard
In contrast, the PCE model built using correlated random inputs directly yields the most accurate ANCOVA indices for global sensitivity analysis.
no code implementations • 25 Aug 2022 • Mohamed Awadalla, François Bouffard
The deepening penetration of renewable energy is challenging how power system operators cope with the associated variability and uncertainty in the unit commitment problem.
no code implementations • 16 Sep 2021 • Xiaoting Wang, Rong-Peng Liu, Xiaozhe Wang, Yunhe Hou, François Bouffard
This letter proposes a data-driven sparse polynomial chaos expansion-based surrogate model for the stochastic economic dispatch problem considering uncertainty from wind power.