基于粒子群算法的14总线IEEE标准测试传输网络中STATCOM控制器的最优配置

Ebenezer K. Ojo, Ojerinde I. Akinremi, Adesupo H. Adeleke, O. A. Adewale, Charles D. Ajibola, Olabisi Y. Ogunkeyede
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摘要

输电网络促进了电能从发电站到变电站的大量传输。输电网存在不可避免的功率损耗,需要尽量减少功率损耗,以提高电网的整体效率。通过策略性地将静态同步补偿器(STATCOM)控制器放置在适当的位置,可以减少功率损失。实际上,控制电力和提高系统电力传输能力的最关键的柔性交流传输装置之一是STATCOM。STATCOM通常安装在输电网络上,以减少功率损失并改善系统的电压分布。为了显著降低功率损耗,改善系统电压分布,保证电力系统的安全可靠运行,本研究利用粒子群优化(PSO)技术研究了STATCOM控制器在输电系统上的最优配置。通过电压源表示,推导了基于statcom的功率注入模式(PIM)的稳态数学模型。将数学模型应用于牛顿-拉弗森(Newton-Raphson, NR)负荷流中,利用粒子群优化技术优化STATCOM的精确位置,以最大限度地减少功率损耗,改善电压幅值分布,为电力系统提供足够的电压稳定性。利用MATLAB Simulink中的电力系统分析工具箱(power system Analysis Toolbox, PSAT)实现了14总线IEEE测试系统中负荷流解的电压幅值、有功功率损耗和无功功率损耗。结果表明,所有端子电压分别在1.040和1.035 p.u的电压限值内。总有功和无功损耗分别降低6.90%和9.13%。基于STATCOM的PSO优化配置提供了更强的补偿影响,因为它有助于减少功率损耗并改善基于STATCOM的整体网络配置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An An Optimal Placement of STATCOM Controller on 14-Bus IEEE Standard Test Transmission Network Using Particle Swarm Optimization
The bulk transport of electrical energy from a generating station to an electrical substation is facilitated by transmission network. Transmission network suffered from unavoidable power loss and there is need to minimize the loss so as to improve the overall efficiency of the network. By strategically placing Static Synchronous Compensator (STATCOM) controller into appropriate location, power loss can be reduced. Factually, one of the most crucial Flexible Alternating Current Transmissions (FACTS) device that control electrical power and increase system power transfer capability is considered as STATCOM. STATCOM is typically installed on the transmission network to reduce power losses and improve the voltage profile of the system. To significantly reduce power losses and improve the system voltage profile, which will ensure the security and dependability of the power system, this research looks into the optimal placement of STATCOM controller on transmission system using Particle Swarm Optimization (PSO) technique. A steady state mathematical model of STATCOM-based Power Injection Mode (PIM) through voltage source representation was derived. The mathematical model was implemented into Newton-Raphson (NR) load flow and PSO technique was used to optimize the exact location of STATCOM in objective to minimize power losses, improve voltage magnitude profile and provide adequate voltage stability to the power system. The voltage magnitude, active and reactive power loss were achieved for load flow solution on 14-bus IEEE test system using Power System Analysis Toolbox (PSAT) in MATLAB Simulink. Results revealed that, all the terminal voltages are within the voltage limits of 1.040 p.u and 1.035 p.u., respectively. The total active and reactive power losses were able to reduce by 6.90 % and 9.13 % respectively. The STATCOM based PSO optimal placement gave a stronger compensatory impact because it helped to reduce power losses and improved the overall network STATCOM-based profile.
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