Electricity Price Forecasting in the Irish Balancing Market
By Ciaran O'Connor, Joseph Collins, Steven Prestwich, Andrea Visentin
Rating
1361
Battle Count: 13
Relevance
8/10
Highly relevant for energy trading and market making in electricity markets, particularly for short-term trading strategies in balancing markets.
Implementation Complexity
6/10
Moderate complexity due to the variety of models and the need for real-time data processing, but the provided framework and public dataset reduce implementation challenges.
Reproducibility
5/5
The paper provides a detailed framework, hyperparameter settings, and makes the dataset and models publicly available.
About this paper
Methodology: Comparative Analysis. Problem types: Time Series Forecasting, Regression.
The interactive Everscope explorer (charts, battles, favorites) loads below.