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Weather-informed probabilistic forecasting and scenario generation in power systems
The integration of renewable energy sources (RES) into power grids presents significant
challenges due to their intrinsic stochasticity and uncertainty, necessitating the development …
challenges due to their intrinsic stochasticity and uncertainty, necessitating the development …
Risk-aware control and optimization for high-renewable power grids
The transition of the electrical power grid from fossil fuels to renewable sources of energy
raises fundamental challenges to the market-clearing algorithms that drive its operations …
raises fundamental challenges to the market-clearing algorithms that drive its operations …
Dependence structure learning and joint probabilistic forecasting of stochastic power grid variables
Stochastic optimization is a promising approach to support a reliable and cost-efficient
transition to a renewable generation-dominated power grid. However, utilization of this …
transition to a renewable generation-dominated power grid. However, utilization of this …
Addressing uncertainties through improved reserve product design
Y Chen - IEEE Transactions on Power Systems, 2022 - ieeexplore.ieee.org
Traditionally contingency reserves were defined to manage generation outage uncertainties.
With the renewable penetration and more frequent extreme weather events, market …
With the renewable penetration and more frequent extreme weather events, market …
Multi-Transmission Node DER Aggregation: Chance-Constrained Unit Commitment with Bounded Hetero-Dimensional Mixture Model for Uncertain Distribution …
To facilitate the integration of distributed energy resources (DERs) into the wholesale market
while maintaining the tractability of associated market operation tools such as unit …
while maintaining the tractability of associated market operation tools such as unit …
Risk-Informed Decision-Making in Power Systems
OT Stover - 2023 - search.proquest.com
Modern power grids are in a time of significant change. Legacy generators, such as coal and
nuclear generators, are retiring. New technologies, such as wind generators, solar …
nuclear generators, are retiring. New technologies, such as wind generators, solar …
Computational Requirements in Clean Energy and Manufacturing: Summary report of the virtual workshop held on June 28-29, 2021
On June 28–29, 2021, the US Department of Energy's (DOE's) Advanced Scientific
Computing Research (ASCR) program in the Office of Science convened a workshop with …
Computing Research (ASCR) program in the Office of Science convened a workshop with …