Modelling interregional links in electricity price spikes
Data(s) |
01/09/2015
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Resumo |
Abnormally high price spikes in spot electricity markets represent a significant risk to market participants. As such, a literature has developed that focuses on forecasting the probability of such spike events, moving beyond simply forecasting the level of price. Many univariate time series models have been proposed to dealwith spikes within an individual market region. This paper is the first to develop a multivariate self-exciting point process model for dealing with price spikes across connected regions in the Australian National Electricity Market. The importance of the physical infrastructure connecting the regions on the transmission of spikes is examined. It is found that spikes are transmitted between the regions, and the size of spikes is influenced by the available transmission capacity. It is also found that improved risk estimates are obtained when inter-regional linkages are taken into account. |
Identificador | |
Publicador |
Elsevier BV |
Relação |
DOI:10.1016/j.eneco.2015.07.014 Clements, A.E., Herrera, R., & Hurn, A.S. (2015) Modelling interregional links in electricity price spikes. Energy Economics, 51, pp. 383-393. http://purl.org/au-research/grants/ARC/DP120100837 |
Direitos |
Copyright 2015 Elsevier BV |
Fonte |
QUT Business School; School of Economics & Finance |
Palavras-Chave | #electricity prices #price spikes #point process #Hawkes process #peaks over threshold #transmission capacity |
Tipo |
Journal Article |