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
相关论文
共 50 条
  • [41] Distribution Network Voltage Control Based on Coordinated Optimization of PV and Air-Conditioning
    Wang, Qi
    Lu, Bin
    Dou, Xiaobo
    Sun, Yichao
    Liu, Jin
    INTERNATIONAL JOURNAL OF PHOTOENERGY, 2018, 2018
  • [42] Coordinated Day-Ahead Reactive Power Dispatch in Distribution Network Based on Real Power Forecast
    Zhang, Lu
    Tang, Wei
    Liang, Jun
    Cong, Pengwei
    Cai, Yongxiang
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (03) : 2472 - 2480
  • [43] Deep Neural Network-Based Autonomous Voltage Control for Power Distribution Networks with DGs and EVs
    Musiqi, Durim
    Kastrati, Vjose
    Bosisio, Alessandro
    Berizzi, Alberto
    APPLIED SCIENCES-BASEL, 2023, 13 (23):
  • [44] Research on Reactive Power and Voltage Optimization of Regional Distribution Network
    Du, Yu
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 : 474 - 479
  • [45] Network partitioning for reactive power/voltage control based on a mapping division algorithm
    Zhao, Jinquan
    Liu, Fucheng
    Deng, Yong
    Li, Kewen
    Fang, Zhaoxiong
    Huang, Wenying
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2010, 34 (07): : 36 - 39
  • [46] Local Coordinated Voltage Control of Two-terminal DC Distribution Network Based on Voltage Compensation
    Wang Q.
    Song J.
    Liao J.
    Zhou N.
    Xu X.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2024, 48 (07): : 277 - 287
  • [47] Network Partition and Pilot Nodes Selection For Reactive Power / Voltage Control Based On the Complex Network Theory
    Wang, Xinghua
    Cai, Zexiang
    ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 2204 - 2211
  • [48] Voltage control strategy for integrated medium and low voltage distribution network based on active-reactive power coordination optimization
    Ping, Baozhi
    Zhang, Xiao
    Song, Qiang
    Yu, Yongjin
    Wu, Na
    Ji, Xinquan
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 1187 - 1192
  • [49] Optimal Control of Reactive Power and Voltage in Active Distribution Network Based on Source-Grid-Load Interaction
    Meng, Qingmeng
    Lei, Da
    Wang, Liang
    Shi, Yuxin
    Ma, Zhenguo
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 376 - 380
  • [50] Coordinated control of active and reactive power of distribution network with distributed PV cluster via model predictive control
    Ji, Yu
    Sheng, Wanxing
    Jin, Wei
    Wu, Ming
    Liu, Haitao
    Chen, Feng
    INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION (EEEP2017), 2018, 121