基于改进遗传算法的新能源柔性负荷控制

IF 1.5 Q4 ENERGY & FUELS Wind Engineering Pub Date : 2023-10-31 DOI:10.1177/0309524x231203685
Jiyan Liu, Dong Li, Zhelong Wang, Weishuai Wang, Meng Li
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引用次数: 0

摘要

在中低压配电网中,用户负荷形式复杂多变。配电网中有大量的单相和两相负荷接入,导致配电网三相不平衡运行。随着新能源的发展,分布式新能源的高比例将进一步加剧配电网的三相不平衡。为此,本文提出了一种基于多变流器下垂控制的下垂参数协调优化框架,以配电网损耗最小为优化目标,对VSC下垂的参考点和斜率进行分层优化。提出了一种针对直流配电网VSC下垂斜率的小信号稳定性优化调度方法。通过在边坡优化模型中加入小信号稳定性约束,得到了保证系统小信号稳定运行的最优边坡指令和边坡稳定区域。实验表明,VSC小信号稳定斜率优化模型可以使下垂控制指令显著提高系统的小信号稳定性,以较小的经济成本适应日内源负荷功率波动。边坡稳定区预优化模型可以在保证系统运行经济性的前提下,为边坡优化问题提供可靠的稳定边坡上限。本文的研究可以充分利用电力电子设备的柔性控制能力,进而抑制三相不平衡,对提高配电系统运行的安全性和经济性具有重要意义。
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Flexible load control of new energy based on improved genetic algorithm
In the medium and low voltage distribution network, the load form of users is complex and changeable. There are a large number of single-phase and two-phase loads connected to the distribution network, resulting in a three-phase unbalanced operation of the distribution network. With the development of the new energy, the high proportion of distributed new energy will further aggravate the three-phase imbalance of the distribution network. Therefore, this paper proposes a coordinated optimization framework of droop parameters based on the multi-converter droop control, which takes the minimum loss of the distribution network as the optimization objective, and optimizes the reference point and the slope of the VSC droop hierarchically. A small-signal stability optimization dispatching method for the VSC droop slope in the DC distribution network is proposed. By adding small-signal stability constraints to the slope optimization model, the optimal slope command and slope stability region which can ensure the small-signal stable operation of the system are obtained. Experiments show that the optimization model of the VSC small-signal stability slope can make the droop control instruction significantly improve the small-signal stability of the system to adapt to the intra-day source load power fluctuations with a small economic cost. The slope stability region pre-optimization model can provide a reliable stability slope upper limit for the slope optimization problem based on ensuring the system operation economy. The research in this paper can make full use of the flexible control ability of power electronic equipment, and then suppress the three-phase imbalance, which is of great significance to improve the security and economy of the distribution system operation.
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来源期刊
Wind Engineering
Wind Engineering ENERGY & FUELS-
CiteScore
4.00
自引率
13.30%
发文量
81
期刊介绍: Having been in continuous publication since 1977, Wind Engineering is the oldest and most authoritative English language journal devoted entirely to the technology of wind energy. Under the direction of a distinguished editor and editorial board, Wind Engineering appears bimonthly with fully refereed contributions from active figures in the field, book notices, and summaries of the more interesting papers from other sources. Papers are published in Wind Engineering on: the aerodynamics of rotors and blades; machine subsystems and components; design; test programmes; power generation and transmission; measuring and recording techniques; installations and applications; and economic, environmental and legal aspects.
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