DG不确定性下基于随机对偶动态规划(SDDP)的储能实时优化调度(附matlab代码)

上传者: 44209907 | 上传时间: 2024-10-14 16:01:26 | 文件大小: 1.44MB | 文件类型: RAR
本文提出了一个多阶段随机规划的形式化框架,用于在多地区可再生能源生产不确定性的输电受限经济调度中,重点优化实时运营中的储运调度。该问题通过使用随机对偶动态规划方法来解决。所提出方法的适用性在一个基于2013-2014年德国电力系统太阳能和风能整合水平校准的实际案例研究中得到了证明,考虑了24小时的时间范围和15分钟的时间步长。随机解的价值相对于确定性策略的成本为1.1%,而相对于随机规划策略的完美预测价值为0.8%。分析了各种替代实时调度策略的相对性能,并探讨了结果的敏感性。

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