Reserve Requirements for Wind Power Integration: A Scenario-Based Stochastic Programming Framework
(2011) IEEE Transactions on Power Systems — Vol. 26, n° 4, p. 2197-2206 (2011)
Files
No attached file found for this publication.
Details
- Authors
- Abstract
- We present a two-stage stochastic programming model for committing reserves in systems with large amounts of wind power. We describe wind power generation in terms of a representative set of appropriately weighted scenarios, and we present a dual decomposition algorithm for solving the resulting stochastic program. We test our scenario generation methodology on a model of California consisting of 122 generators, and we show that the stochastic programming unit commitment policy outperforms common reserve rules.
- Affiliations
Citations
Papavasiliou, A., Oren, S. S., & O’Neill, R. P. (2011). Reserve Requirements for Wind Power Integration: A Scenario-Based Stochastic Programming Framework. IEEE Transactions on Power Systems, 26(4), 2197-2206. https://doi.org/10.1109/TPWRS.2011.2121095 (Original work published 2011)