Title :
The application of sites selection based on AHP-SVM in 500KV substation
Author :
Yang, Yi ; Du, Qiushi ; Zhao, Jinying
Author_Institution :
Dept. of Inf. Eng., Shenyang Inst. of Eng., Shenyang, China
Abstract :
In this paper, a set of comprehensive evaluation index system for selection of transmission and transformation station site was established, based on the analysis of status of transmission and transformation station site project from Baotou to Hohhot. In order to make subjective coincide well with objective, AHP was used to determine the various evaluation index weight and the method of support vector machine classification was introduced into comprehensive evaluation of transmission and transformation station site project, because of many factors involved in the comprehensive evaluation of transmission power station site project. In the article, the empirical study and comprehensive evaluation of transmission and transformation station site project from Baotou to Hohhot were made respectively, so the scientific of the evaluation was improved. This project research also increases capability and reliability of power supply for distribution system in western Inner Mongolia.
Keywords :
decision making; pattern classification; power engineering computing; statistical analysis; substations; support vector machines; AHP-SVM; analytic hierarchy process; comprehensive evaluation index system; distribution system; power supply reliability; substation; support vector machine classification; transformation station site; transmission power station site project; voltage 500 kV; Environmental economics; Geology; Information analysis; Investments; Power engineering and energy; Power generation economics; Power supplies; Power system reliability; Substations; Support vector machines; Analytic Hierarchy Process; Substation; Support Vector Machine;
Conference_Titel :
Logistics Systems and Intelligent Management, 2010 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-7331-1
DOI :
10.1109/ICLSIM.2010.5461156