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Sizing Energy Storage Systems to Dispatch Wind Power Plants.
- Source :
- Energies (19961073); May2024, Vol. 17 Issue 10, p2379, 16p
- Publication Year :
- 2024
-
Abstract
- Integrating wind power plants into the electricity grid poses challenges due to the intermittent nature of wind energy generation. Energy storage systems (ESSs) have shown promise in mitigating the intermittent variability associated with wind power. This paper presents a distributionally robust optimization (DRO) model for sizing energy storage systems to dispatch wind power plants. The variable wind power is formulated as a moment-based ambiguity set. Dispatchability is described by the expected value of the insufficient power of wind power relative to the dispatch command, which is a sum of nonlinear functions and is taken as the optimal index. A deterministic semi-definite positive model is derived to solve the problem effectively. Numerical studies are conducted to demonstrate the effectiveness and advantages of the proposed method. [ABSTRACT FROM AUTHOR]
- Subjects :
- WIND power
WIND power plants
ENERGY storage
ROBUST optimization
NONLINEAR functions
Subjects
Details
- Language :
- English
- ISSN :
- 19961073
- Volume :
- 17
- Issue :
- 10
- Database :
- Complementary Index
- Journal :
- Energies (19961073)
- Publication Type :
- Academic Journal
- Accession number :
- 177490007
- Full Text :
- https://doi.org/10.3390/en17102379