Explanatory and Causal Analysis of the MIBEL Electricity Market Spot Price

被引:0
|
作者
Goncalves, Carla [1 ]
Ribeiro, Miguel [1 ]
Viana, Joao [1 ]
Fernandes, Renato [1 ]
Villar, Jose [1 ]
Bessa, Ricardo [1 ]
Correia, Goncalo [2 ]
Sousa, Jose [2 ]
Mendes, Virgilio [2 ]
Nunes, Ana Cristina [2 ]
机构
[1] INESC TEC Inst Syst & Comp Engn Technol & Sci, Porto, Portugal
[2] EDP Prod, Porto, Portugal
来源
关键词
MIBEL electricity price; explanatory models; lasso regression; causal models; classification trees;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper analyzes the electricity prices of the MIBEL electricity spot market with respect to a set of possible explanatory variables. Understanding the main drivers of the electricity price is a key aspect in understanding price formation and in developing forecasting models, which are essential for the selling and buying strategies of market agents. For this analysis, different techniques have been applied in this work, including standard and lasso regression models, causal analysis based on bayesian networks and classification trees. Results from the different approaches are coherent and show strong dependency of the electricity prices with the Portuguese imported coal for lower non-dispatchable net demands, which has been progressively replaced by gas for larger non-dispatchable net demands. Hydro reservoirs and hydro production are also main explanatory variables of the electricity price for all non-dispatchable net demand levels.
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页数:6
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