HSC Research Reports

From Hugo Steinhaus Center, Wroclaw University of Science and Technology
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HSC/19/08: Enhancing load, wind and solar generation forecasts in day-ahead forecasting of spot and intraday electricity prices

Katarzyna Maciejowska, Weronika Nitka and Tomasz Weron

HSC/19/07: Balancing RES generation: Profitability of an energy trader

Christopher Kath, Weronika Nitka, Tomasz Serafin, Tomasz Weron, Przemyslaw Zaleski and Rafał Weron

HSC/19/06: Attitudes and Opinions of Social Media Users Towards Smart Meters' Rollout in Turkey

Yash Chawla, Anna Kowalska-Pyzalska and Burcu Oralhan

HSC/19/05: Marketing and communications channels for diffusion of smart meters in Portugal

Yash Chawla, Anna Kowalska-Pyzalska and Paulo Duarte Silveira

HSC/19/04: Regularized Quantile Regression Averaging for probabilistic electricity price forecasting

Bartosz Uniejewski and Rafał Weron

HSC/19/03: Perspectives of smart meters' roll-out in India: an empirical analysis of consumers' awareness and preferences

Yash Chawla, Anna Kowalska-Pyzalska and Anna Skowronska-Szmer

HSC/19/02: Assessing the impact of renewable energy sources on the electricity price level and variability - a Quantile Regression approach

Katarzyna Maciejowska

HSC/19/01: Electricity price forecasting

Katarzyna Maciejowska and Rafał Weron

HSC/18/08: Electricity price forecasting

Rafał Weron and Florian Ziel

HSC/18/07: Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO

Bartosz Uniejewski, Grzegorz Marcjasz and Rafał Weron

HSC/18/06: Selection of calibration windows for day-ahead electricity price forecasting

Grzegorz Marcjasz, Tomasz Serafin and Rafał Weron

HSC/18/05: Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?

Grzegorz Marcjasz, Bartosz Uniejewski and Rafał Weron

HSC/18/04: Household willingness to pay for green electricity in Poland

Anna Kowalska-Pyzalska and David Ramsey

HSC/18/03: A note on averaging day-ahead electricity price forecasts across calibration windows

Katarzyna Hubicka, Grzegorz Marcjasz and Rafał Weron

HSC/18/02: Efficient forecasting of electricity spot prices with expert and LASSO models

Bartosz Uniejewski and Rafał Weron

HSC/18/01: An empirical analysis of green energy adoption among residential consumers in Poland

Anna Kowalska-Pyzalska

HSC/17/05: Habitat momentum

Pawel Maryniak and Rafał Weron

HSC/17/04: The role of educational trainings in the diffusion of smart metering platforms: An agent-based modeling approach

Tomasz Weron, Anna Kowalska-Pyzalska and Rafał Weron

HSC/17/03: Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models

Grzegorz Marcjasz, Bartosz Uniejewski and Rafał Weron

HSC/17/02: On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting

Bartosz Uniejewski, Grzegorz Marcjasz and Rafał Weron

HSC/17/01: Variance stabilizing transformations for electricity spot price forecasting

Bartosz Uniejewski, Rafał Weron and Florian Ziel

HSC/16/10: Carbon pricing, forward risk premiums and pass-through rates in Australian electricity futures markets

Pawel Maryniak, Stefan Trueck and Rafał Weron

HSC/16/09: What makes consumers adopt to innovative energy services in the energy market?

Anna Kowalska-Pyzalska

HSC/16/08: Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate models

Florian Ziel and Rafał Weron

HSC/16/07: Recent advances in electricity price forecasting: A review of probabilistic forecasting

Jakub Nowotarski and Rafał Weron

HSC/16/06: Automated variable selection and shrinkage for day-ahead electricity price forecasting

Bartosz Uniejewski, Jakub Nowotarski and Rafał Weron

HSC/16/05: On the importance of the long-term seasonal component in day-ahead electricity price forecasting

Jakub Nowotarski and Rafał Weron

HSC/16/04: Impact of social interactions on demand curves for innovative products

Katarzyna Maciejowska, Arkadiusz Jędrzejewski, Anna Kowalska-Pyzalska and Rafał Weron

HSC/16/03: Linking consumer opinions with reservation prices in an agent-based model of innovation diffusion

Anna Kowalska-Pyzalska, Karolina Cwik, Arkadiusz Jędrzejewski and Katarzyna Sznajd-Weron

HSC/16/02: The diamond model of social response within an agent-based approach

Paul R. Nail and Katarzyna Sznajd-Weron

HSC/16/01: To combine or not to combine? Recent trends in electricity price forecasting

Jakub Nowotarski and Rafał Weron

HSC/15/10: Difficulty is critical: Psychological factors in modeling diffusion of green products and practices

Katarzyna Byrka, Arkadiusz Jędrzejewski, Katarzyna Sznajd-Weron and Rafał Weron

HSC/15/09: Two faces of word-of-mouth: Understanding the impact of social interactions on demand curves for innovative products

Katarzyna Maciejowska, Arkadiusz Jędrzejewski, Anna Kowalska-Pyzalska, Katarzyna Sznajd-Weron and Rafał Weron

HSC/15/08: Electric load forecasting with recency effect: A big data approach

Pu Wang, Bidong Liu and Tao Hong

HSC/15/07: Social acceptance of green energy and dynamic electricity tariffs - a short review

Anna Kowalska-Pyzalska

HSC/15/06: A hybrid model for GEFCom2014 probabilistic electricity price forecasting

Katarzyna Maciejowska and Jakub Nowotarski

HSC/15/05: Improving short term load forecast accuracy via combining sister forecasts

Jakub Nowotarski, Bidong Liu, Rafał Weron and Tao Hong

HSC/15/04: Short- and mid-term forecasting of baseload electricity prices in the UK: The impact of intra-day price relationships and market fundamentals

Katarzyna Maciejowska and Rafał Weron

HSC/15/03: Convenience yields and risk premiums in the EU-ETS - Evidence from the Kyoto commitment period

Stefan Trück and Rafał Weron

HSC/15/02: Sister models for load forecast combination

Bidong Liu, Jiali Liu and Tao Hong

HSC/15/01: Probabilistic load forecasting via Quantile Regression Averaging on sister forecasts

Bidong Liu, Jakub Nowotarski, Tao Hong and Rafał Weron

HSC/14/13: 13 lucky tips to juggle the analytics of forecasting

Tao Hong

HSC/14/12: Evaluating the performance of VaR models in energy markets

Saša Žiković, Rafał Weron and Ivana Tomas Žiković

HSC/14/11: Forecasting the occurrence of electricity price spikes in the UK power market

Pawel Maryniak and Rafał Weron

HSC/14/10: Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts

Tao Hong, Katarzyna Maciejowska, Jakub Nowotarski and Rafał Weron

HSC/14/09: Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging

Katarzyna Maciejowska, Jakub Nowotarski and Rafał Weron

HSC/14/08: Modelling price spikes in electricity markets - the impact of load, weather and capacity

Rangga Handika, Chi Truong, Stefan Trueck and Rafał Weron

HSC/14/07: Electricity price forecasting: A review of the state-of-the-art with a look into the future

Rafał Weron

HSC/14/06: Modeling consumer opinions towards dynamic pricing: An agent-based approach

Anna Kowalska-Pyzalska, Katarzyna Maciejowska, Katarzyna Sznajd-Weron and Rafał Weron

HSC/14/05: Fundamental and speculative shocks, what drives electricity prices?

Katarzyna Maciejowska