首页> 外文会议>International Conference on Smart Grid and Electrical Automation >Stochastic Energy Scheduling in Microgrids Considering Uncertainties of Renewable Energy and Stochastic Load
【24h】

Stochastic Energy Scheduling in Microgrids Considering Uncertainties of Renewable Energy and Stochastic Load

机译:考虑可再生能源和随机负荷不确定性的微电网随机能量调度

获取原文

摘要

Microgrid is a single controlled, independent power supply system consisting of a set of load, distributed generations, energy storage units and controllable devices. However, the inherent intermit and variability of renewable energy resources complicate microgrid operations. Meanwhile, more and more controllable loads are being integrated into the microgrid operation. In this paper, considering the stochastic and uncertainties of load demand and renewable energy power generation, a two-stage microgrid stochastic energy management model is established, and the constraints that the system model needs to meet are put forward. Then, the uncertainty problem of the model can be dealt with by the combination of scenario analysis and Monte Carlo simulation. Finally, the MATLAB optimization toolbox is used to solve the stochastic programming model. Compared with the deterministic model, the simulation results show the effective performance of the proposed approach.
机译:MicroGrid是一种由一组负载,分布代,能量存储单元和可控设备组成的单一控制的独立电源系统。但是,可再生能源的固有银行间和可变性复杂化了微电网操作。同时,越来越多的可控负载被集成到微电网中。在本文中,考虑到负载需求和可再生能源发电的随机和不确定性,建立了两步微电网随机能源管理模型,并提出了系统模型需要满足的约束。然后,可以通过场景分析和蒙特卡罗模拟的组合来处理模型的不确定性问题。最后,MATLAB优化工具箱用于解决随机编程模型。与确定性模型相比,仿真结果表明了所提出的方法的有效性能。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号