Modelling interregional links in electricity price spikes


Autoria(s): Clements, A.E.; Herrera, R.; Hurn, A.S.
Data(s)

01/09/2015

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

http://eprints.qut.edu.au/87331/

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