DocumentCode :
648261
Title :
Modeling of electricity load for forward contract pricing
Author :
Sotiropoulos, Ektor ; Hildmann, Marcus ; Yang He ; Andersson, Goran
Author_Institution :
Power Syst. Lab., ETH Zurich, Zurich, Switzerland
fYear :
2013
fDate :
21-25 July 2013
Firstpage :
1
Lastpage :
5
Abstract :
The majority of the consumed electricity in Europe is currently traded as forward contracts and therefore reliable price forecasting is crucial for market players. Several pricing methods based on fundamental models are available. They require a load model, which captures the characteristics of the electricity consumption. We propose an hourly load model for fundamental modeling of forward contract pricing and the formulation of the Hourly Price Forward Curve. This model captures deterministic patterns such as yearly and weekly seasonality, intra-day patterns including holidays, temperature effects and economic trends. These pattern and trends can be estimated with computational efficiency via Maximum Likelihood Estimator.
Keywords :
contracts; load forecasting; maximum likelihood estimation; power consumption; power markets; power system reliability; Europe; deterministic pattern; electricity consumption; forward contract pricing method; hourly electricity load modeling; hourly price forward curve; intraday pattern; market player; maximum likelihood estimator; price forecasting reliability; Biological system modeling; Economics; Electricity; Load modeling; Predictive models; Production; Temperature;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
ISSN :
1944-9925
Type :
conf
DOI :
10.1109/PESMG.2013.6672834
Filename :
6672834
Link To Document :
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