Title :
A Research for Internal Fault Simulation of Single Phase Transformer Based on the Magnetic Transient and Support Vector Machine
Author :
Hao, Wenbin ; Li, Qunzhan ; Zhang, Xueyuan ; Zheng, Yongkang
Author_Institution :
Dept. of Electr. Eng., Southwest Jiaotong Univ., Chengdu
Abstract :
In order to improve the ability of transformer differential protection in the inrush identification, this paper proposes an algorithm based on the magnetic transient for internal fault simulation of single-phase transformer. A new fitting method for the hysteresis loop of transformer based on support vector machine is set forth, which is original optimization of the hysteresis loop test data regression translates into the allelomorph optimization. According to the fractal characteristic of local hysteresis loop, a search for internal fault simulation of single phase transformer is put forward .The application of the proposed algorithm to a test system shows its validity
Keywords :
fault diagnosis; magnetic hysteresis; power engineering computing; power system faults; power system transients; power transformer protection; support vector machines; allelomorph optimization; fitting method; fractal characteristic; hysteresis loop test data regression; inrush identification; internal fault simulation; magnetic transient; short-cut fault; single phase transformer; support vector machine; transformer differential protection; Circuit faults; Fault diagnosis; Fractals; Intelligent control; Magnetic hysteresis; Optimization methods; Phase transformers; Support vector machines; Surge protection; System testing; magnetic transient; short-cut fault; support vector machine; transformer;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713420