DocumentCode
2805696
Title
Analysis of electricity markets using multidimensional scaling
Author
Azevedo, Filipe ; Machado, J. Tenreiro
Author_Institution
Inst. of Eng., Polytech. of Porto, Porto, Portugal
fYear
2012
fDate
10-12 May 2012
Firstpage
1
Lastpage
4
Abstract
This paper studies the impact of the energy upon electricity markets using Multidimensional Scaling (MDS). MDS is a computational and statistical technique that produces a spatial representation of similarity between objects through factors of relatedness. MDS represents in a low dimensional map data points whose similarities are defined in a higher dimensional space. Data from major energy and electricity markets is considered. Several maps produced by MDS are presented and discussed revealing that this method is useful for understanding the correlation between them. Furthermore, the results help electricity markets agents hedging against Market Clearing Price (MCP) volatility.
Keywords
power markets; pricing; MCP; MDS; computational technique; dimensional map data point; electricity market analysis; energy impact; higher dimensional space; market clearing price; multidimensional scaling; spatial representation; statistical technique; Approximation methods; Coal; Correlation; Electricity; Electricity supply industry; Measurement; Natural gas; Econometric Models; Electricity Markets; Electricity Price Volatility; Energy Markets; Hedging; Multidimensional Scaling;
fLanguage
English
Publisher
ieee
Conference_Titel
European Energy Market (EEM), 2012 9th International Conference on the
Conference_Location
Florence
Print_ISBN
978-1-4673-0834-2
Electronic_ISBN
978-1-4673-0832-8
Type
conf
DOI
10.1109/EEM.2012.6254792
Filename
6254792
Link To Document