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
  • [1] Two-level coordinated voltage and reactive power control with distributed generation in distribution network
    Ji Y.
    Geng G.
    Wen B.
    Dianwang Jishu/Power System Technology, 2016, 40 (04): : 1243 - 1248
  • [2] Comprehensive Control of Voltage Quality in Distribution Network based on Reactive Power Optimization
    Wang, Meng
    Yi, Hao
    Yang, Zebin
    Tao, Ran
    Liu, Xiayu
    Zhuo, Fang
    Hu, Xuekai
    2020 IEEE 9TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC2020-ECCE ASIA), 2020, : 2849 - 2853
  • [3] Coordinated control strategy of reactive power compensation based on a flexible distribution network transformer
    Zhan, Ximei
    Wang, Jinfeng
    Guo, Guowei
    Yao, Yao
    Gong, Dehuang
    Tang, Aihong
    Wang, Qian
    Leng, Wenkai
    FRONTIERS IN ENERGY RESEARCH, 2024, 12
  • [4] Active and reactive power coordinated optimal voltage control of a distribution network based on counterfactual multi-agent reinforcement learning
    Zhang, Zixiao
    Cui, Mingjian
    Zhang, Chengbin
    Zhang, Jian
    Cai, Muliang
    Zhou, Qiukuan
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2024, 52 (18): : 76 - 86
  • [5] Dynamic voltage control of distribution network considering coordinated optimization of active power
    Wang Y.
    Li Y.
    Ye H.
    Ling X.
    Lu C.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2023, 43 (02): : 60 - 66
  • [6] Coordinated Optimization of Active Power and Reactive Power in Distribution Network Based on Scenario Method
    Zheng N.
    Ding X.
    Guan Z.
    Hu R.
    Miao H.
    Dianwang Jishu/Power System Technology, 2019, 43 (05): : 1640 - 1649
  • [7] Distributed Coordinated Reactive Power Control for Voltage Regulation in Distribution Networks
    Tang, Zhiyuan
    Hill, David J.
    Liu, Tao
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) : 312 - 323
  • [8] Distribution Network Voltage Control by Active Power/Reactive Power Injection from PV Inverters
    Liu, Ying
    Qin, Wenping
    Han, Xiaoqing
    Wang, Peng
    Wang, Ying
    Wang, Lei
    Li, Feng
    PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 543 - 547
  • [9] 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
  • [10] 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