Multistage Coordinated Control of Voltage and Reactive Power in Distribution Network Based on Pulse Random Neural Network

被引:0
|
作者
Liu, Jun [1 ]
Yang, Fan [1 ]
Zhang, Wenjun [2 ]
Gao, Yan [2 ]
机构
[1] State Grid Shanghai Elect Power Res Inst, Shanghai 200437, Peoples R China
[2] Shanghai Univ Engn Sci, Shanghai 201620, Peoples R China
关键词
Impulse Neural Network; Distribution Network; Voltage Reactive Power; Multi-Level Coordinated Control;
D O I
10.1166/jno.2021.3156
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The multi-level coordinated control method of voltage and reactive power of distribution network based on pulse random neural network is studied to improve the economy, reliability and stability of distribution network operation and improve the quality of power supply. Build three layers of impulsive stochastic neural network short-term load forecasting model, the implementation of power network short-term load forecast, according to the forecast results, when the power system load fluctuation is bigger, with a distribution network power supply reliability, economy and stability as the optimization goal, combined with four coordinated control method for distribution network voltage reactive power coordinated control. The experimental results show that the prediction results of this method are accurate and reliable, and the predicted load fluctuation trend is in line with the actual situation. The method in this paper reduces the grid loss by 63.64% and the voltage deviation rate by 77.27%, effectively reducing the network loss, voltage deviation rate and power factor. The method in this paper ensures the economy of DG and can maintain the stable and reliable operation of the P: 49 249 253 194 On: F i 25 Mar 2022 08:49:10 power system. High continuous qualitprovides ffective help for stable power supply of the power system. Copy right: American Scientific Publishers
引用
收藏
页码:1964 / 1971
页数:8
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