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The Prediction of Grounding Grid Corrosion Rate Based on Vector Similarity and Fuzzy Closeness

机译:基于矢量相似度和模糊接近度的接地网腐蚀率预测

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摘要

Aiming at the grounding grid corrosion prediction involves many factors, the relationship is complex, and there are uncertainty and ambiguity in gaining involved factors, an effective grounding grid corrosion rate prediction model is proposed. Consider sample set of every corrosion factories as feature vectors and then standardized them; by calculating the similarity of feature vectors and corrosion rate vectors, the weight of each corrosion factor on corrosion rate was obtained; treat membership function based on relevant relationship and half-Gaussian distribution as the core to determine the membership; use different sample properties have different corrosion rate contributions to do classification, and combine closeness principles to predict corrosion rate. The application results show that the model can effectively predict the grounding grid corrosion rate of those ground web sites who have near distance or similar soil physical and chemical indicators.
机译:针对接地网腐蚀预测的影响因素很多,关系复杂,获取相关因素存在不确定性和不确定性,提出了一种有效的接地网腐蚀率预测模型。将每个腐蚀工厂的样本集视为特征向量,然后对其进行标准化;通过计算特征向量和腐蚀速率向量的相似度,得到各腐蚀因子对腐蚀速率的权重。以相关关系和半高斯分布为基础确定隶属度;使用不同的样品特性对腐蚀速率有不同的贡献来进行分类,并结合紧密度原理来预测腐蚀速率。应用结果表明,该模型可以有效预测具有近距离或类似土壤理化指标的地面站的接地网腐蚀速率。

著录项

  • 来源
    《Journal of information and computational science》 |2015年第3期|1169-1181|共13页
  • 作者单位

    College of Electrical and Control Engineering, Xi 'an University of Science and Technology Xi'an 710054, China;

    College of Electrical and Control Engineering, Xi 'an University of Science and Technology Xi'an 710054, China;

    College of Electrical and Control Engineering, Xi 'an University of Science and Technology Xi'an 710054, China;

    Department of Electrical Engineering, Xi'an Aeronautical University, Xi'an 710089, China;

    College of Electrical and Control Engineering, Xi 'an University of Science and Technology Xi'an 710054, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Grounding Grid Corrosion; Vector Similarity; Membership; Closeness; Rate Prediction;

    机译:接地网腐蚀;向量相似度;会员资格;亲密;速率预测;

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