- About me
- Publications
- Ren. in El. Markets
- Module 1 – Fundamentals of electricity markets
- Module 2 – Electricity spot markets (e.g., day-ahead)
- Module 3 – Intra-day and balancing markets
- Module 4 – Ancillary services
- Module 5 – Impact of renewables on electricity markets
- Module 6 – Participation of renewables in electricity markets
- Module 7 – Introduction to renewable energy analytics
- Module 8 – Verification of renewable energy forecasts
- Module 9 – Renewable energy forecasting – First steps
- Module 10 – Renewable energy forecasting – Advanced topics
- Additional industry interviews
- Interviews with former students
- Exercises
- Int. J. Forecasting
- Contact
- Download CV
Pierre Pinson
Chair of Data-centric Design Engineering - Imperial College London
Publications
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Chance-constrained optimization of demand response to price signals
A comparison between the ECMWF and COSMO Ensemble Prediction Systems applied to short-term wind power forecasting
A bilevel model for electricity retailers participation in a demand response market environment
Very short-term probabilistic forecasting of wind power with generalized logit-Normal distributions
2012ArticleJournal paper
Journal of the Royal Statistical Society, Series C 61(4), pp. 555-576
Publication year: 2012
Verification of the ECMWF ensemble forecasts of wind speed against analyses and observations
Probabilistic forecasting of the wave energy flux
Evaluating the quality of scenarios of short-term wind power generation
Adaptive modeling and forecasting of wind power fluctuations with Markov-switching autoregressive models
Adaptive calibration of (u,v)-wind ensemble forecasts
2012ArticleJournal paper
Quarterly Journal of the Royal Meteorological Society 138(666), pp. 1273-1284
Publication year: 2012
A transmission-cost-based model to estimate the amount of market-integrable wind resources
2012ArticleJournal paper
IEEE Transactions on Power Systems 27(2), pp. 1060-1069
Publication year: 2012
A general probabilistic forecasting framework for oshore wind power fl uctuations
Wind fluctuations over the North Sea
2011ArticleJournal paper
International Journal of Climatology 31(11), pp. 1584-1595
Publication year: 2011
Spatio-temporal analysis and modeling of wind power forecast errors
In fluence of local wind speed and direction on wind power dynamics - Application to offshore very short-term prediction
Forecasting ocean waves - The ECMWF wave model and time-series methods
Resolving non-stationary spectral signals in wind speed time-series using the Hilbert-Huang transform
2010ArticleJournal paper
Journal of Applied Meteorology and Climatology 49(2), pp. 253- 267
Publication year: 2010
Reliability diagrams for nonparametric density forecasts of continuous variables: accounting for serial correlation
2010ArticleJournal paper
Quarterly Journal of the Royal Meteorological Society 136(646), pp. 77-90
Publication year: 2010
On the market impact of wind energy forecasts
Feedback, competition and stochasticity in a day-ahead electricity market
Conditional weighted combination of wind power forecasts
Conditional prediction intervals of wind power generation
2010ArticleJournal paper
IEEE Transactions on Power Systems 25(4), pp. 1845-1856
Publication year: 2010
Temperature prediction at critical points in district heating systems
2009ArticleJournal paper
European Journal of Operational Research 194(1), pp. 163-176
Publication year: 2009
Skill forecasting from ensemble predictions of wind power
From probabilistic forecasts to statistical scenarios of short-term wind power production