posted on 2024-10-30, 20:06authored byVikash Bora Ramiah, Stuart ThomasStuart Thomas, Richard Heaney, Heather Mitchell
Australian electricity spot prices differ considerably from equity spot prices in that they contain an extremely rapid mean-reversion process. The electricity spot price could increase to a market cap price of AU$12,500 per megawatt hour (MWh) and revert back to a mean level (AUD$30) within a half-hour interval. This has implications for derivative pricing and risk management. For example, while the Black and Scholes option pricing model works reasonably well for equity market-based securities, it performs poorly for commodities like electricity. Understanding the dynamics of electricity spot prices and demand is also important in order to correctly forecast electricity prices. We develop econometric models for seasonal patterns in both price returns and proportional changes in demand for electricity. We also model extreme spikes in the data. Our study identifies both seasonality effects and dramatic price reversals in the Australian electricity market. The pricing seasonality effects include time-of-day, day-of-week, monthly, and yearly effects. There is also evidence of seasonality in demand for electricity.