基于花授粉算法的风电场静态经济调度

Suresh Velamuri, Sreejith S, Ponnambalam P
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引用次数: 28

摘要

可再生能源是清洁和最便宜的能源形式之一,有助于减少碳足迹。由于可再生能源对环境的影响较小,并且存在经济问题,因此可再生能源与现有电网的整合受到了关注。本文采用静态经济调度的方法分析了风电对电网的影响。风能与现有的热力系统相结合。利用花授粉算法(Flower pollination algorithm, FPA)求解非线性问题的鲁棒性,对发电调度进行优化。风电在现有系统中的集成,由于其随机性,增加了系统的复杂性。采用威布尔分布函数求解风的随机特性。详细讨论了没有风电渗透和有风电渗透的情况。通过将风电场安装在系统的不同位置并考虑损失来进行分析。所提出的方法在标准IEEE 30总线系统上进行了测试和验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Static economic dispatch incorporating wind farm using Flower pollination algorithm

Renewable energy is one of the clean and cheapest forms of energy which helps in minimizing the carbon foot print. Due to the less environmental impact and economic issues integration of renewable energy sources with the existing network gained attention. In this paper, the impact of wind energy is analysed in a power system network using static economic dispatch (SED). The wind energy is integrated with the existing thermal systems. Here, the generation scheduling is optimized using Flower pollination algorithm (FPA) due to its robustness in solving nonlinear problems. Integration of wind power in the existing system increases the complexity due to its stochastic nature. Weibull distribution function is used for solving the stochastic nature of wind. Scenarios without and with wind power penetration are discussed in detail. The analysis is carried out by considering the losses and installing the wind farm at different locations in the system. The proposed methodology is tested and validated on a standard IEEE 30 bus system.

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