Principal Component Analysis and Cluster Analysis in Profile of Electrical System

1st Annual Applied Science and Engineering Conference

工业技术;自然科学

Iswan^1 ; Garniwa, I.^1

Electrical Engineering Department, Universitas Indonesia, Indonesia^1

关键词: Center points;    Electrical systems;    Policy making;    Regional products;    Several variables;    Spatial development;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/180/1/012103/pdf
DOI  :  10.1088/1757-899X/180/1/012103

来源: IOP

【 摘 要 】

This paper propose to present approach for profile of electrical system, presented approach is combination algorithm, namely principal component analysis (PCA) and cluster analysis. Based on relevant data of gross domestic regional product and electric power and energy use. This profile is set up to show the condition of electrical system of the region, that will be used as a policy in the electrical system of spatial development in the future. This paper consider 24 region in South Sulawesi province as profile center points and use principal component analysis (PCA) to asses the regional profile for development. Cluster analysis is used to group these region into few cluster according to the new variable be produced PCA. The general planning of electrical system of South Sulawesi province can provide support for policy making of electrical system development. The future research can be added several variable into existing variable.