Power System Load Modeling by Evolutionary Computation Based on System Measurements

Q. H. WU; J. Y. WEN; K. I. NUTTALL; D. W. SHIMMIN; S. J. CHENG

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Power System Load Modeling by Evolutionary Computation Based on System Measurements

机译：基于系统度量的进化计算电力系统负荷建模

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摘要

This paper proposes a methodology using evolutionary computation techniques based on system measurements to construct power system load models and achieve distribution network reduction. An equivalent area load model is proposed to represent the loads in an area of the power system. A population diversity-based genetic algorithm is used to obtain the structure and parameters of the load model. Simulation results on a 5-bus power system and an IEEE 30-bus power system are given to show the potential of this novel methodology of power system load modeling.

机译：本文提出了一种基于系统测量结果的进化计算技术，以构建电力系统负荷模型并实现配电网简化。提出了等效面积负荷模型来表示电力系统区域内的负荷。基于种群多样性的遗传算法用于获得负荷模型的结构和参数。给出了在5总线电源系统和IEEE 30总线电源系统上的仿真结果，以显示这种新颖的电力系统负载建模方法的潜力。

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来源
《Electric Power Components and Systems》 |2003年第5期|p.423-439|共17页
作者
Q. H. WU; J. Y. WEN; K. I. NUTTALL; D. W. SHIMMIN; S. J. CHENG;
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作者单位

Department of Electrical Engineering and Electronics University of Liverpool Liverpool, L693GJ United Kingdom;

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原文格式 PDF
正文语种 eng
中图分类电机;
关键词
power system; load modeling; network reduction; genetic algorithm;

机译：电源系统;负载建模;网络减少;遗传算法;

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专利

1. Construction of power system load models and network equivalence using an evolutionary computation technique [J] . J.Y. Wen, Q.H. Wu, K.I. Nuttall, International Journal of Electrical Power & Energy Systems . 2003,第4期

机译：使用进化计算技术构建电力系统负荷模型和网络等价
2. Power system load modeling by learning based on system measurements [J] . Wen J.Y., Jiang L., Wu Q.H., IEEE Transactions on Power Delivery . 2003,第2期

机译：通过基于系统测量值的学习来进行电力系统负载建模
3. Power system load modeling by learning based on system measurements [J] . Wen J.Y., Jiang L., Wu Q.H., IEEE Transactions on Power Delivery . 2003,第2期

机译：通过基于系统测量值的学习来进行电力系统负载建模
4. Development of evolutionary models for long-term load of power plant systems [C] . Aly, W.M., Sheta, . 2003

机译：电厂系统长期负荷演化模型的开发
5. Online Measurements and Monitoring of Power System Impedance and Load Model Parameters. [D] . Arefifar, Seyed Ali. 2010

机译：在线测量和监视电力系统阻抗和负载模型参数。
6. Measurements and Modelling of Base Station Power Consumption under Real Traffic Loads [O] . Josip Lorincz, Tonko Garma, Goran Petrovic 2012

机译：实际流量负载下基站功耗的测量和建模
7. Wide-Area Measurement System-Based Optimal Multi-Stage Under-Frequency Load-Shedding in Interconnected Smart Power Systems Using Evolutionary Computing Techniques [O] . Hassan Alhelou, Mohamad Hamedani-Golshan, Takawira Njenda, 2019

机译：基于广域测量的基于系统的最优多级频率载荷，在互连的智能电力系统中使用进化计算技术
8. Physically Based Methodology for Constructing Load Models for Power Systems. Final Report [R] . Newman, D. S. 1982

机译：基于物理的电力系统负荷模型构建方法。总结报告

Power System Load Modeling by Evolutionary Computation Based on System Measurements

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