Reserve Requirements for Wind Power Integration: A Scenario-Based Stochastic Programming Framework

作者：Anthony Papavasiliou, Shmuel S. Oren, Richard P. O’Neill · 发表于：IEEE Transactions on Power Systems · 年份：2011 · DOI：10.1109/tpwrs.2011.2121095 · 被引用次数：587 · 研究领域：Electric Power System Optimization、Energy Load and Power Forecasting、Power System Reliability and Maintenance

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.