The value of forecasts: Quantifying the economic gains of accurate quarter-hourly electricity price forecasts

• Tác giả: Christopher Kath, Florian Ziel
• Ngôn ngữ: eng
• Ký hiệu phân loại: 551.63 Weather forecasting and forecasts, reporting and reports
• Thông tin xuất bản: 2018
• Bộ sưu tập: Metadata
• ID: 162404

Tóm tắt

We propose a multivariate elastic net regression forecast model for German quarter-hourly electricity spot markets. While the literature is diverse on day-ahead prediction approaches, both the intraday continuous and intraday call-auction prices have not been studied intensively with a clear focus on predictive power. Besides electricity price forecasting, we check for the impact of early day-ahead (DA) EXAA prices on intraday forecasts. Another novelty of this paper is the complementary discussion of economic benefits. A precise estimation is worthless if it cannot be utilized. We elaborate possible trading decisions based upon our forecasting scheme and analyze their monetary effects. We find that even simple electricity trading strategies can lead to substantial economic impact if combined with a decent forecasting technique.