Rafał Weron

Prof. Rafał Weron

Department of Operations Research and Business Intelligence, Wrocław University of Science and Technology, Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
orcid

Research Focus & Metrics

Academic Career Length

31Years (1996-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 October 2014 in International Journal of Forecasting
Verified
Journal Article
Open access
Rafał WeronRafał Weron
Rafał Weron
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

9 October 2020 in IEEE Open Access Journal of Power and Energy
Verified
Journal Article
Open access
THTao Hong
Tao Hong
PPPierre Pinson
Pierre Pinson
YWYi Wang
Yi Wang
Rafał WeronRafał Weron
Rafał Weron
DYDazhi Yang
Dazhi Yang
HZHamidreza Zareipour
Hamidreza Zareipour
Forecasting has been an essential part of the power and energy industry. Researchers and practitioners have contributed thousands of papers on forecasting electricity demand and prices, and renewable generation (e.g., wind and solar power). This paper offers a brief review of influential energy forecasting papers; summarizes research trends; discusses importance of reproducible research and points out six valuable open data sources; makes recommendations about publishing high-quality research papers; and offers an outlook into the future of energy forecasting.


1 January 2018 in Renewable and Sustainable Energy Reviews
Verified
Journal Article
Closed access
JNJakub Nowotarski
Jakub Nowotarski
Rafał WeronRafał Weron
Rafał Weron

8 December 2006
Verified
Book
Open access
Rafał WeronRafał Weron
Rafał Weron
Click on the title to browse this book

1 September 2002 in Physica A: Statistical Mechanics and its Applications
Verified
Journal Article
Closed access
Rafał WeronRafał Weron
Rafał Weron