A Risk Assessment of Transmission Line Overload Based on MLSI/PSO

被引：0
|
作者：
Izhak, R. [1 ]
Ali, A. [1 ]
Nazir, Muhammad S. [2 ]
Malik, Muhammad Z. [2 ]
机构：
[1] Univ Malaysia Pahang, Fac Elect & Elect Engn, Kuantan, Malaysia
[2] Huaiyin Inst Technol, Coll Automat, Huaian 223003, Peoples R China
来源：
ICCDE 2019: PROCEEDINGS OF THE 2019 5TH INTERNATIONAL CONFERENCE ON COMPUTING AND DATA ENGINEERING | 2019年
关键词：
Transmission line; overload; and generation rescheduling; PROBABILISTIC LOAD-FLOW;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Aiming at the randomness of the output power of distributed generation, a method of transmission line overload risk assessment based on MLSI/PSO is proposed. Based on the traditional partial swarm optimization algorithm, the corresponding weights are selected according to the influence factors of each input quantity, and the calculation accuracy of the traditional point estimation method is improved to realize the overload risk assessment of transmission lines. The risk of transmission line overload in IEEE30 bus system with wind-solar complementary generation unit is evaluated. The analysis results show that the proposed method has the characteristics of low calculation cost and high prediction accuracy compared with traditional point estimation method.
引用
收藏
页码：24 / 28
页数：5
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