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基于ADWOA算法的风光水互补系统优化调度研究
李庆豪, 李晓莉, 郭志达, 陈远欣, 姚远湘, 赵岭, 萧名谦
(广东电网有限责任公司惠州供电局)
Research on Optimal Scheduling of Wind-solar-water Complementary System Based on ADWOA Algorithm
Liqinghao, Lixiaoli, Guozhida, Chenyuanxin, Yaoyuanxiang, Zhaoling, Xiaomingqian
(Huizhou Power Supply Corporation of Guangdong Power Grid Co.,Ltd)
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投稿时间:2024-02-27    修订日期:2024-04-10
中文摘要: 为了解决大规模风能以及光伏并网波动对电网安全稳定运行的影响。通过分析风力发电、光伏发电、水利发电和抽水蓄能的互补特性,将风力发电、光伏发电、水利发电电和抽水蓄能作为一个完整的互补发电系统。考虑多种功率约束,提出了互补系统波动最小和火电机组等效负荷波动最小的两种最优调度模型。 然后使用改进的ADWOA算法对这两个模型仿真实验。仿真结果表明,两种最优调度模型都能很好地跟踪优化目标,减小风力发电和光伏并网的影响。
中文关键词: 电网安全  互补系统  ADWOA算法
Abstract:In order to solve the impact of large-scale wind energy and photovoltaic grid-connected fluctuations on the safe and stable operation of the power grid. By analyzing the complementary characteristics of wind power generation, photovoltaic power generation, hydro power generation and pumped storage, wind power generation, photovoltaic power generation, hydro power generation and pumped storage power generation are regarded as a complete complementary power generation system. Considering various power constraints, two optimal scheduling models with minimum fluctuation of complementary system and minimum fluctuation of equivalent load of thermal power unit are proposed. Then the improved ADWOA algorithm is used to simulate the two models. The simulation results show that the two optimal scheduling models can track the optimization target well and reduce the influence of wind power generation and photovoltaic grid connection.
文章编号:20240227001     中图分类号:    文献标志码:
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