Study on the Optimization for Reactive Power Regulation of Synchronous Condenser Based on Single Neuron Adaptive PID

被引:1
作者
Wang, Lin [1 ]
Wang, Honghua [2 ]
机构
[1] Hohai Univ, Sch Elect & Power Engn, Nanjing 211100, Peoples R China
[2] Hohai Univ, Coll Artificial Intelligence & Automat, Nanjing 213000, Peoples R China
来源
CHINESE JOURNAL OF ELECTRICAL ENGINEERING | 2025年 / 11卷 / 01期
关键词
Reactive power; Heuristic algorithms; Power system dynamics; Stability criteria; Neurons; Optimization methods; Power system stability; Regulation; Whale optimization algorithms; Voltage control; Synchronous condenser; reactive power regulation; single neuron adaptive; whale optimization algorithm; PID control; DESIGN;
D O I
10.23919/CJEE.2025.000109
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
A synchronous condenser (SC) is used to maintain grid voltage stability owing to its bidirectional fast reactive power regulation ability and good dynamic characteristics. To address the issue of dynamic voltage instability in power system during failures or heavy inductive loads, an SC reactive power regulation optimization method based on single neuron adaptive PID (SNA-PID) combined with whale optimization algorithm (WOA) is proposed. This approach aims to overcome the limitations of normal PID controllers. A simulation model of the SC reactive power regulation system, based on SNA-PID combined with the WOA, is established using Matlab. The parameters of the SNA-PID are optimized by the WOA with the ITAE criterion under two typical operation situations of the power system: one is to set three different degrees of short-circuit ground faults, and the other is to access three different three-phase resistive loads. Compared to conventional PID control, as the degree of short-circuit ground faults increases and the three-phase resistive load resistance decreases, the SC reactive power regulation optimization method based on SNA-PID combined with the WOA can still reduce the voltage recovery time and voltage oscillation, while maintaining voltage stability. Simulation results show that the proposed method exhibits better dynamic adjustment characteristics and adaptive ability.
引用
收藏
页码:184 / 193
页数:10
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