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Analysis of optimal wind power integration capacity based on the scenario tree construction method

机译:基于情景树构造方法的风电最优整合能力分析

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The determination of the optimal wind power integration capacity of a large-scale wind farm has become an important issue in power system operation and planning. Reasonable wind power integration capacity can improve the wind energy utilization and save investment for wind farm construction. This paper builds a mathematical model for determining wind farm optimal integration capacity by taking the maximization of the wind farm annual generation net benefits the objective function and the security operation requirements as the model constraints. The scenario tree construction method is proposed to deal with the random characteristics of wind power in one year based on the probability theory. The discretization principles of wind speed probability distribution and the scenario tree construction processes of wind power are proposed. Hierarchical optimization algorithm combining w-particle swarm optimization algorithm and social emotional optimization algorithm is used to solve the optimization model in this paper. The effects caused by the variation of factors correlated with the optimal wind power integration capacity results are investigated using the proposed model. The detailed solution steps are given. The correctness of the model and the validity of the algorithms for solving are verified according to the simulation on the IEEE-30 nodes system.
机译:大型风电场的最佳风电集成能力的确定已成为电力系统运行和规划中的重要问题。合理的风电集成能力可以提高风能利用率,节省风电场建设投资。本文以风电场年发电净收益的最大化,目标函数和安全运行要求为模型约束,建立了确定风电场最优整合能力的数学模型。提出了一种基于概率论的情景树构造方法,以应对一年内风电的随机性。提出了风速概率分布的离散化原理和风电情景树的构建过程。本文采用w粒子群优化算法和社会情感优化算法相结合的分层优化算法对优化模型进行求解。利用所提出的模型研究了与最佳风电综合容量结果相关的因素变化引起的影响。给出了详细的解决步骤。通过在IEEE-30节点系统上的仿真,验证了模型的正确性和求解算法的有效性。

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