Journal of Guangxi Normal University(Natural Science Edition) ›› 2011, Vol. 29 ›› Issue (4): 25-27.

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Application of BP Neural Network in Ice Accretion over Transmission Line

HUANG Jing, LUO Xiao-shu   

  1. College of Electronic Engineering,Guangxi Normal University,Guilin Guangxi 541004,China
  • Received:2011-07-08 Published:2018-11-16

Abstract: Based on the analysis of the factors affecting ice accretion,the model is established by using data mining BP (Back Propagation) neural network.This model can be used to stady the effect of the different factors on the ice accretion.The results provide important reference value on preventingicing on transmission line.

Key words: data mining, BP neural network, ice accretion

CLC Number: 

  • TP311
[1] HAN Jia-wei,MICHELINE K.数据挖掘概念与技术[M].范明,译.北京:机械工业出版社,2007:3-5.
[2] 纪凡荣,王海滋,李山峰.基于改进BP网络的房地产投资环境评价模型[J].山东师范大学学报:自然科学版,2005,20(1):68-71.
[3] 杨小熊,梁燕燕,卢远,等.BP神经网络在住宅区片价评估中的应用[J].广西师范大学学报:自然科学版,2007,25(2):9-12.
[4] 黄新波.输电线路在线监测与故障诊断[M].北京:中国电力出版社,2008:185-189.
[5] 宋擒豹,沈钧毅.神经网络数据挖掘方法中的数据准备问题[J].计算机工程与应用,2000,36(12):102-104.
[6] 孟令启,马金亮,王海龙,等.基于人工神经网络的中厚板轧机应力状态系数模型[J].郑州大学学报:理学版,2007,39(3):127-128.
[7] 赵林明,魏德华.优选人工神经网络隐层神经元数目的方法[J].华北水利水电学院学报,1999,20(4):45-48.
[8] 高建伟,罗省贤.数据挖掘在人才引进中的应用[J].四川师范大学学报:自然科学版,2005,28(1):123-126.
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