Modelling interregional links in electricity price spikes

, Herrera, Rodrigo, & (2015) Modelling interregional links in electricity price spikes. Energy Economics, 51, pp. 383-393.

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Description

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.

Impact and interest:

42 citations in Scopus
31 citations in Web of Science®
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ID Code: 87331
Item Type: Contribution to Journal (Journal Article)
Refereed: Yes
ORCID iD:
Clements, Adamorcid.org/0000-0002-4232-0323
Hurn, Aubreyorcid.org/0000-0002-6134-7943
Measurements or Duration: 11 pages
Keywords: Hawkes process, electricity prices, peaks over threshold, point process, price spikes, transmission capacity
DOI: 10.1016/j.eneco.2015.07.014
ISSN: 1873-6181
Pure ID: 32901889
Divisions: Past > QUT Faculties & Divisions > QUT Business School
Past > Institutes > Institute for Future Environments
Current > Schools > School of Economics & Finance
Funding:
Copyright Owner: 2015 Elsevier B.V.
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Deposited On: 09 Sep 2015 00:25
Last Modified: 23 Apr 2024 10:31