
科学技术与工程

中国技术经济学会
基于多目标优化与自抗扰控制的风火储协同调频策略
Cooperative Frequency Regulation Strategy for Wind-thermal-storage Based on Multi-objective Optimization and Active Disturbance Rejection Control
为实现“双碳”目标下新型电力系统灵活低碳的运行,提出了一种计及碳排放和灵活性的误差自抗扰调频控制策略。首先,针对灵活低碳的运行需求,建立了基于误差自抗扰控制的风火储联合系统调频控制框架,利用误差自抗扰控制器的扰动估计和补偿特性,合理协调风、火和储三个调频单元的有功出力。其次,采用增强型蜣螂优化算法来实现控制器参数的精确优化,并设计了包含调频性能、碳排放和储能荷电状态的多目标优化函数,引导风火储联合系统运行在灵活、低碳和稳定的平衡点上。所提控制方案有效地融合了频率快速调节、扰动精确抑制和参数快速整定的特点。最后,针对不同类型的负荷扰动工况进行实验。仿真结果表明,所提策略在单负荷扰动和连续不平衡负荷扰动下都能显著提高风火储联合系统的调频性能,实现新型电力系统灵活低碳的运行。
To achieve flexible and low-carbon operation of the new power system under the "dual-carbon" goal, an error based active disturbance rejection control (EADRC) strategy was preposed for frequency regulation that simultaneously addresses carbon emission and flexibility. Firstly, to address the requirements for flexible and low-carbon operation, a frequency regulation control framework for the wind-thermal-storage combined system based on the EADRC was established, and the disturbance estimation and compensation characteristics of the EADRC were used to reasonably coordinate the active outputs of the three frequency regulation units, namely, wind, thermal, and storage. Secondly, an enhanced dung-beetle optimization algorithm (EDBO) was developed to achieve accurate optimization of the controller parameters, and a multi-objective optimization function incorporating the frequency regulation performance, carbon emission and state of charge was designed to steer the operation of the combined wind-thermal-storage system to a balance point of flexibility, low carbon and stability. The proposed control scheme effectively integrates the features of fast frequency regulation, accurate disturbance suppression and fast parameter tuning. Finally, experiments were conducted for different types of load disturbance conditions. The simulation results show that the proposed strategy can significantly improve the frequency regulation performance of the combined wind-thermal-storage system under both single load disturbances and continuous unbalanced load disturbances, and realize the flexible and low-carbon operation of the new power system.
风火储联合系统 / 调频能力 / 灵活低碳运行 / 误差自抗扰控制 / 蜣螂优化算法
wind-thermal-storage combined system / frequency regulation ability / flexible and low-carbon operation / error based active disturbance rejection control / dung beetle optimization algorithm
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