Power system aggregate load area modelling by particle swarm optimization

被引:0
作者
Jian-Lin Wei
Ji-Hong Wang
Q. H. Wu
Nan Lu
机构
[1] University of Liverpool,Department of Electrical Engineering and Electronics
关键词
Load modelling; power system; particle swarm optimization; parameter identificaiotn;
D O I
10.1007/s11633-005-0171-5
中图分类号
学科分类号
摘要
This paper presents a new approach for deriving a power system aggregate load area model (ALAM). In this approach, an equivalent area load model is derived to represent the load characters for a particular area load of a power system network. The Particle Swarm Optimization (PSO) method is employed to identify the unknown parameters of the generalised system, ALAM, based on the system measurement directly using a one-step scheme. Simulation studies are carried out for an IEEE 14-Bus power system and an IEEE 57-Bus power system. Simulation results show that the ALAM can represent the area load characters accurately under different operational conditions and at different power system states.
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收藏
页码:171 / 178
页数:7
相关论文
共 13 条
[1]  
Shi Y.(1999)Implementation of evolutionary fuzzy systems IEEE Transactions on Fuzzy Systems 7 109-119
[2]  
Eberhart R.C.(1993)Load representation for dynamic performance analysis IEEE Transaction on Power Systems 8 472-482
[3]  
Chen Y.(2003)Power system load modelling by learning based on system measurements IEEE Transactions on Power Delivery 18 364-371
[4]  
Price W. W.(2003)Construction of power system load models and network equivalence using an evolutionary computation technique Electrical Power and Energy Systems 25 293-299
[5]  
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