Application of principal component analysis method in comprehensive evaluation of soil corrosion

2nd International Workshop on Materials Science and Mechanical Engineering

机械制造;材料科学

Huang, H.^1 ; Wu, Y.Y.^2 ; Peng, M.F.^2 ; Ma, X.H.^1 ; Mao, X.Y.^1 ; Wu, J.R.^1 ; Gao, X.^2

Electric Power Research Institute of Guizhou Power Grid Co. Ltd., Guiyang

550002, China^1

College of Electrical and Information Engineering, Hunan University, Changsha, China^2

关键词: Comprehensive evaluation;    Comprehensive evaluation model;    Environmental assessment;    Evaluation modeling;    Key influencing factors;    Multiple indicators;    Principal component analysis method;    Soil corrosivity;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/504/1/012070/pdf
DOI  :  10.1088/1757-899X/504/1/012070

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

The study of soil erosion in grounding grids is of great significance for ensuring the safe operation of power system. Through on-site testing of the influencing factors of soil erosion in the grounding grid of substations on 12 different regions of the country, the principal component analysis method was used to determine the correlationthe soil corrosion factors and the corrosion rate of the buried test strips, and establish a comprehensive evaluation model for multiple indicators of soil corrosion in grounding grids. Research indicates, conductivity, Cl-, SO42-, K+and Na+are the key influencing factors of soil corrosion in the tested substation, and the corrosion score results that based on the proposed evaluation model are in good agreement with the corrosion rate of the buried test strips, so the comprehensive evaluation model of soil corrosivity indicators was successfully in the application of soil erosion studies and soil environmental assessment.