Electricity price forecasting: A review of the state-of-the-art with a look into the future

B-Tier
Journal: International Journal of Forecasting
Year: 2014
Volume: 30
Issue: 4
Pages: 1030-1081

Score contribution per author:

2.011 = (α=2.01 / 1 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

A variety of methods and ideas have been tried for electricity price forecasting (EPF) over the last 15 years, with varying degrees of success. This review article aims to explain the complexity of available solutions, their strengths and weaknesses, and the opportunities and threats that the forecasting tools offer or that may be encountered. The paper also looks ahead and speculates on the directions EPF will or should take in the next decade or so. In particular, it postulates the need for objective comparative EPF studies involving (i) the same datasets, (ii) the same robust error evaluation procedures, and (iii) statistical testing of the significance of one model’s outperformance of another.

Technical Details

RePEc Handle
repec:eee:intfor:v:30:y:2014:i:4:p:1030-1081
Journal Field
Econometrics
Author Count
1
Added to Database
2026-01-29