基于多智能体免疫算法的变电站电压无功自动控制
Automatic Control of Voltage and Reactive Power in Substations Based on Multi-agent Immune Algorithm
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摘要: 在变电站电压无功控制过程中,通过单一调控方式建立的无功控制模型受到变电站内外界影响因素的限制,无功平衡被打破,高压侧、低压侧电压无功控制值偏离控制期望值,影响变电站运行质量,因此设计了基于多智能体免疫算法的变电站电压无功自动控制方法。智能借鉴固有性、适应性免疫应答条件,通过双层调控建立变电站电压无功控制免疫调度智能体模型。将多智能体遇到的变电站内外界影响因素映射为"抗原",建立变电站电压无功就地平衡约束,在多智能体免疫算法下设置电压无功自动控制边界,实现变电站电压无功自动控制。控制结果显示,高压侧电压无功在1.0p.u.~1.15p.u.范围内变化,低压侧电压无功在0.95p.u.~1.06p.u.范围内变化,控制值与期望值一致,无功自动控制效果良好。Abstract: In the process of voltage and reactive power control in substations, the reactive power control model established through a single regulation method is limited by the internal and external factors of the substation, and the reactive power balance is broken. The control values of reactive power and voltage on the high and low voltage sides deviate from the control expectations, which affects the operation quality of the substation voltage. Therefore, a voltage and reactive power automatic control method for substations based on multi-agent immune algorithm was designed. Intelligent reference to inherent and adaptive immune response conditions, establishing a voltage and reactive power control immune scheduling intelligent agent model for substations through dual layer regulation. Mapping the external and internal influencing factors encountered by multi-agent systems as "antigens", establishing on-site voltage and reactive power balance constraints for substations, and setting automatic voltage and reactive power control boundaries under multi-agent immune algorithms to achieve automatic voltage and reactive power control in substations. The final control results show that the reactive voltage on the high voltage side varies within the range of 1.0p.u.~1.15p.u., and the reactive voltage on the low voltage side varies within the range of 0.95p.u.~1.06p.u.. The control values are consistent with the expected values, and the automatic reactive power control effect is good.
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