Title of article :
Measuring gas demand security using Principal Component Analysis: A case study
Author/Authors :
Souri, Pourya Department of Industrial Engineering & Management Systems - Amirkabir University of Technology, Tehran, Iran , Sahebi, Hadi School of Industrial Engineering - Iran University of Science and Technology, Tehran, Iran
Abstract :
Safeguarding the energy security is an important energy policy goal of every
country. Assuring sufficient and reliable resources of energy at affordable prices
is the main objective of energy security. Due to such reasons as special
geopolitical position, terrorist attacks and other unrest in the Middle East,
securing Iran’s energy demand and increasing her natural gas exports have
turned into a critical issue. The aim of this paper is to develop a composite
index for evaluating the gas demand security. To this purpose, six individual
indices (i.e. gas exports dependency, transportation cost, economic dependency,
political stability of the exporting country, political stability of the importing
country, and the purchasing power of the importing country) are identified and
the Principle Component Analysis (PCA) method is employed to weigh and
combine the indices into GDSI (Gas Demand Security Index). The results show
an interesting counter-intuitive phenomenon that the political stability of the
importing and exporting countries have respectively the most and the least
effects on the obtained composite index.
Keywords :
Principal Component Analysis (PCA) , natural gas export , Gas demand security index
Journal title :
Astroparticle Physics