Araştırma Makalesi

On modelling electricity spot prices: A case study for the Turkish market

Cilt: 22 Sayı: 1 30 Ocak 2022
PDF İndir
EN

On modelling electricity spot prices: A case study for the Turkish market

Öz

This paper demonstrates the significance of jump threshold in terms of modeling and generating realistic trajectories for an electricity spot price process. Determining the suitable threshold and choosing among distributions proposed in literature are key to the followed moment-matching strategy. This is implemented in a two-factor model framework with the Turkish spot electricity price data. The market studied is a developing one which has taken huge steps in liberalization by learning from more advanced markets, yet with limited research on her spot price dynamics. The selected two-factor model entails downward jumps, which are increasingly getting essential components of the process with the progressing integration of renewable sources. Such components are notably observed since 2015 in the spot market. Moreover, considering structural changes in seasonality both improves the model fit and reveals the same year as the break year for Turkish market. Finally, underlying economic interactions and policy implications for the market are discussed.

Anahtar Kelimeler

Kaynakça

  1. Aid, R. (2015). Electricity Derivatives. Springer International Publishing AG.
  2. Barndorff-Nielsen, O. E., & Shephard, N. (2001). Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 63(2), 167–241. https:// doi.org/10.1111/1467-9868.00282
  3. Benth, F. E., Kallsen, J., & Meyer-Brandis, T. (2007). A non-Gaussian Ornstein-Uhlenbeck process for electricity spot price modeling and derivatives pricing. Applied Mathematical Finance, 14(2), 153–169. https://doi. org/10.1080/13504860600725031
  4. Benth, F. E., Šaltyte-Benth, J., & Koekebakker, S. (2008). Stochastic Modelling of Electricity and Related Markets. Singapore: World Scientific Publishing Co. Pte. Ltd.
  5. Cartea, Á., & Figueroa, M. G. (2005). Pricing in Electricity Markets: A Mean Reverting Jump Diffusion Model with Seasonality. Applied Mathematical Finance, 12(4), 313–335.
  6. Clewlow, L., & Strickland, C. (2000). Energy Derivatives: Pricing and Risk Management. London: Lacima Publications.
  7. Davis, G. F., & Kim, S. (2015). Financialization of the Economy. Annual Review of Sociology, 41(1), 203–221. https://doi. org/10.1146/annurev-soc-073014-112402
  8. De Jong, C. (2006). The Nature of Power Spikes: A Regime-Switch Approach. Studies in Nonlinear Dynamics & Econometrics, 10(3). https://doi.org/10.2202/1558-3708.1361

Ayrıntılar

Birincil Dil

İngilizce

Konular

İşletme

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Ocak 2022

Gönderilme Tarihi

8 Şubat 2021

Kabul Tarihi

1 Ocak 2022

Yayımlandığı Sayı

Yıl 2022 Cilt: 22 Sayı: 1

Kaynak Göster

APA
Özgül, A. U., & Kök, D. (2022). On modelling electricity spot prices: A case study for the Turkish market. Ege Academic Review, 22(1), 33-48. https://doi.org/10.21121/eab.1060605
AMA
1.Özgül AU, Kök D. On modelling electricity spot prices: A case study for the Turkish market. eab. 2022;22(1):33-48. doi:10.21121/eab.1060605
Chicago
Özgül, Ali Ulvi, ve Dündar Kök. 2022. “On modelling electricity spot prices: A case study for the Turkish market”. Ege Academic Review 22 (1): 33-48. https://doi.org/10.21121/eab.1060605.
EndNote
Özgül AU, Kök D (01 Ocak 2022) On modelling electricity spot prices: A case study for the Turkish market. Ege Academic Review 22 1 33–48.
IEEE
[1]A. U. Özgül ve D. Kök, “On modelling electricity spot prices: A case study for the Turkish market”, eab, c. 22, sy 1, ss. 33–48, Oca. 2022, doi: 10.21121/eab.1060605.
ISNAD
Özgül, Ali Ulvi - Kök, Dündar. “On modelling electricity spot prices: A case study for the Turkish market”. Ege Academic Review 22/1 (01 Ocak 2022): 33-48. https://doi.org/10.21121/eab.1060605.
JAMA
1.Özgül AU, Kök D. On modelling electricity spot prices: A case study for the Turkish market. eab. 2022;22:33–48.
MLA
Özgül, Ali Ulvi, ve Dündar Kök. “On modelling electricity spot prices: A case study for the Turkish market”. Ege Academic Review, c. 22, sy 1, Ocak 2022, ss. 33-48, doi:10.21121/eab.1060605.
Vancouver
1.Ali Ulvi Özgül, Dündar Kök. On modelling electricity spot prices: A case study for the Turkish market. eab. 01 Ocak 2022;22(1):33-48. doi:10.21121/eab.1060605