|
|
Taylor-Genetic Algorithm Using for PD Location in Power Transformer |
Tang Ju, Wang Cunchao, Chen Jiao, Zhang Xiaoxing |
State Key Laboratory of Power Transmission Equipments & System Security and New Technology Chongqing University Chongqing 400044 China |
|
|
Abstract Based on time delay extraction by UHF sensors to locate partial discharge in power transformer, hyperbolic mathematical equations are nonlinear and hard to be solved. In this paper, Taylor-genetic algorithm is proposed to solve the hyperbolic equations, which used the maximum likelihood method to establish optimal equation to seek the greatest probability of PD source. Then made the optimal equation linear by Taylor expansion. Finally, usd genetic global searching to provide the right initial point for Taylor expansion, the location of PD source after some iteration steps was obtained. While the number of hyperboloid equations is larger than the minimum number for PD location, we can correct results by the redundant data fusion. The results show that the increase of redundant information can effectively improve location accuracy, and the use of genetic algorithms to find appropriate initial point greatly enhances the feasibility of the Taylor algorithm, making the searching process rapidly and accurately.
|
Received: 18 December 2008
Published: 04 March 2014
|
|
|
|
|
[1] 赵宏忠, 王桂玲, 谢良贵, 等. 无源时差定位算法研究[J]. 现代防御技术, 2007, 35(1): 76-83. [2] 唐志国, 李成榕, 黄兴泉, 等. 基于辐射电磁波检测的电力变压器局部放电定位研究[J]. 中国电机工程学报, 2006, 26(3): 96-101. [3] 王国利, 郝艳捧, 李彦明, 等. 电力变压器局部放电定位方法的现状和前景[J]. 变压器, 2001, 38(11): 22-27. [4] 庞伟正, 李俊峰, 曹志华, 等. 改进的自适应遗传算法在TDOA 定位中的应用[J]. 应用科技, 2005, 32(6): 1-4. [5] 胡来招. 无源定位[M]. 北京: 国防工业出版社, 2004. [6] 同济大学应用数学系. 微积分[M]. 北京: 高等教育出版社, 2002. [7] 刘国华, 包宏, 李文超, 等. 用MATLAB实现遗传算法程序[J]. 计算机应用研究, 2001, 18(8): 80-82. [8] 孟延辉, 唐炬, 许中荣, 等. 变压器局部放电超高频信号传播特性仿真分析[J]. 重庆大学学报, 2007, 30(5): 70-73. [9] 尹克宁. 采用高温绝缘材料的液浸式变压器[J]. 电力设备, 2004, 5(5): 19-23. [10] 李信, 李成榕, 等. 有限时域差分法对GIS局部放电传播的分析[J]. 中国电机工程学报, 2005, 25(17): 150-155. [11] 黄兴泉, 康书英, 李弘志, 等. GIS局部放电超高频检测法有关问题的仿真研究[J]. 电网技术, 2006, 30(7): 37-40. [12] Judd M D. Using finite difference time domain techniques to model electrical discharge phenomena[C]. 2000 Conference on Electrical Insulation and Dielectric Phenomena, 2000: 518-522. [13] 丁燕生, 唐志国, 李成榕. 变压器的UHF法局放故障定位初探[J]. 高电压技术, 2005, 31(11): 18-20. [14] 高文胜, 桂俊峰, 谈克雄, 等. 局部放电信号在电力变压器绕组传播过程中的畸变[J]. 中国电机工程学报, 2002, 22(4): 31-36. [15] Yang L, Judd M D. Propagation characteristics of UHF signals intransformers for locating partial discharge sources[C]. Proc. 13th ISH, Delft, 2003, 5: 1-4. [16] 唐炬, 许中荣, 孟延辉, 等. 一种用于变压器PD检测的套筒单极子天线传感器研究[J]. 仪器仪表学报, 2007, 28(9): 1654-1660. |
|
|
|