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基于ANFIS的地铁杂散电流腐蚀预警系统 被引量:2

Early Warning of Subway Stray Surrent Corrosion System Based on ANFIS
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摘要 地铁杂散电流腐蚀的影响因素很多,利用测量得到有限的数据进行杂散电流腐蚀分析是比较困难的,因此需要采取可行的方法来预测地铁杂散电流腐蚀。文中通过建立ANFIS模型,进行杂散电流腐蚀危险性等级的预测。通过对广州地铁杂散电流数据的分析预测,结果表明ANFIS预测模型具有很强的适用性,并在此基础上建立预警系统。 The subway stray current corrosion has many factors,using limited measured data to analyze the stray current corrosion is difficult,so it needs to take feasible method to predict the stray current corrosion.This paper established an ANFIS model to predict stray current corrosion level of risk.By analyzing and predicting the data of Guangzhou subway stray current,it indicated that the ANFIS prediction model has strong applicability and established an early warning monitoring system on this basis.
出处 《仪表技术与传感器》 CSCD 北大核心 2012年第8期108-110,共3页 Instrument Technique and Sensor
基金 2012中国矿业大学基本科研业务费大学生创新项目 江苏高校优势学科建设工程资助项目
关键词 杂散电流 腐蚀 预测 ANFIS 预警系统 stray current corrosion prediction ANFIS early warning system
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  • 1王妍,徐伟,曲继圣.基于时间序列的相空间重构算法及验证(一)[J].山东大学学报(工学版),2005,35(4):109-114. 被引量:14
  • 2CHENG Jian GUO Yi-nan QIAN Jian-sheng.Estimation of Loose Status of Jigging Bed Based on Adaptive Neuro-Fuzzy Inference System[J].Journal of China University of Mining and Technology,2006,16(3):270-273. 被引量:2
  • 3J S RogerJang.ANFIS:Adaptive-Network-based Fuzzy Inference Systems.IEEE Trans.on Systems,Man,and Cybernetics,1993,23(03):665~685
  • 4吴晓莉,林哲辉.基于MATLAB 辅助模糊系统设计.西安:西安电子科技大学出版社,2002.130-150
  • 5NICOLIS G,PRIGOGINE I.探索复杂性[M].罗久里,陈奎宁,译.成都:四川教育出版社,1988.
  • 6JANG J S R.ANFIS:adaptive-network-based fuzzy inference system[J].IEEE Transactions on System,Man and Cybernetics,1993,23:665-685.
  • 7TAKENS F.Determining strange attractors in turbulence[J],Lecture Notes in Math,1981,898:361-381.
  • 8PACKARD N H,CRUTCHFIED J P,FARMER J D,et al.Shaw geometry from a time series[J],Phys Rev Lett,1980,45:712-716.
  • 9LEE S J,OUYANG C S.A neuro-fuzzy system modeling with self-constructing rule generation and hybrid SVD-based learning[J].IEEE Transactions on Fuzzy System,2003,11(3):341-353.
  • 10PANELLA M,GALLO A S.An input-output clustering approach to the synthesis of ANFIS networks[J].IEEE Transactions on Fuzzy Systems,2005,13(1):69-81.

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