Publications

Probabilistic forecasting of wind power generation using extreme learning machine

2014 Article Journal paper

C. Wan, Z. Xu, P. Pinson, Z.Y. Dong, K.P. Wong

IEEE Transactions on Power Systems 29(3): pp. 1033-1044

Publication year: 2014

Optimal prediction intervals of wind power generation

2014 Article Journal paper

C. Wan, Z. Xu, P. Pinson, Z.Y. Dong, K.P. Wong

IEEE Transactions on Power Systems 29(3), pp. 1166-1174

Publication year: 2014

Guest editorial: Special section on analytics for energy forecasting with applications to smart grid

2014 Article Journal paper

T. Hong and co-authors

IEEE Transactions on Smart Grid 5(1), pp. 399-401

Publication year: 2014

Global Energy Forecasting Competition 2012 (GEFCom2012)

2014 Article Journal paper

T. Hong, P. Pinson, S. Fan

International Journal of Forecasting 30(2), pp. 357-363

Publication year: 2014

FLECH - A Danish market solution for DSO congestion management through DER flexibility services

2014 Article Journal paper

C. Zhang, Y. Ding, N.C. Nordentoft, P. Pinson, J. Østergaard

Journal of Modern Power System and Clean Energy 2(2), pp. 126-133

Publication year: 2014

Exponential smooting approaches for prediction in real-time electricity markets

2014 Article Journal paper

T. Jónsson, P. Pinson, H.Aa. Nielsen, H. Madsen

Energies 7(6), pp. 3710-3732

Publication year: 2014

Electricity market clearing with improved dispatch of stochastic producers

2014 Article Journal paper

J.M. Morales, M. Zugno, S. Pineda, P. Pinson

European Journal of Operational Research 235(3), pp. 765-774

Publication year: 2014

Early warnings of extreme winds utilising the ECMWF Extreme Forecast Index

2014 Article Journal paper

T.I. Petroliagis, P. Pinson

Meteorological Applications 21(2), pp. 171-185

Publication year: 2014

Discussion of “Prediction intervals for short-term wind farm generation forecasts” and “Combined nonparametric prediction intervals for wind power generation”

2014 Article Journal paper

P. Pinson, J. Tastu

IEEE Transactions on Sustainable Energy 5(3), pp. 1018-1019

Publication year: 2014

Density forecasting of day-ahead electricity prices using time-adaptive quantile regression

2014 Article Journal paper

T. Jónsson, P. Pinson, H.Aa. Nielsen, H. Madsen

Energies 7(9), pp. 5523-5547

Publication year: 2014

Comments on: Space-time wind speed forecasting for improved power system dispatch

2014 Article Journal paper

P. Pinson

TEST 23(1), pp. 26-29

Publication year: 2014

Benefits and challenges of electric demand response: A critical review

2014 Article Journal paper

N. O’Connell, P. Pinson, H. Madsen, M. O’Malley

Renewable & Sustainable Energy Reviews 39, pp. 686-699

Publication year: 2014

Automatic classification of offshore wind regimes with weather radar observations

2014 Article Journal paper

P.-J. Trombe, P. Pinson, H. Madsen

IEEE Journal of Selected Topics in Earth Observations and Remote Sensing 7(1), pp. 116-125

Publication year: 2014

Wind energy: Forecasting challenges for its optimal management

2013 Article Journal paper

P. Pinson

Statistical Science 28(4), pp. 564-585

Publication year: 2013

Trading wind energy on the basis of probabilistic forecasts of both wind generation and market quantities

2013 Article Journal paper

M. Zugno, T. Jónsson, P. Pinson

Wind Energy 16(6), pp. 909-926

Publication year: 2013

The impact of wind power on European cross-border power flows

2013 Article Journal paper

M. Zugno, P. Pinson, H. Madsen

IEEE Transactions on Power Systems 28(4), pp. 3566-3575

Publication year: 2013

Pool strategy of a price-maker wind power producer

2013 Article Journal paper

M. Zugno, J.M. Morales, P. Pinson, H. Madsen

IEEE Transactions on Power Systems 28(3), pp. 3440-3450

Publication year: 2013

Forecasting day-ahead electricity prices accounting for the impact of wind power generation

2013 Article Journal paper

T. Jónsson, P. Pinson, H.Aa. Nielsen, H. Madsen, T.S. Nielsen

IEEE Transactions on Sustainable Energy 4(1), pp. 210-218

Publication year: 2013

Direct interval forecasting of wind power

2013 Article Journal paper

C. Wan, Z. Xu, P. Pinson

IEEE Transactions on Power Systems (Power Engineering Letters) 28(4), pp. 4877-4878

Publication year: 2013

Controlling electricity consumption by forecasting its response to varying prices

2013 Article Journal paper

O. Corradi, H. Ochsenfeld, H. Madsen, P. Pinson

IEEE Transactions on Power Systems 28(1), pp. 421-429

Publication year: 2013

Chance-constrained optimization of demand response to price signals

2013 Article Journal paper

G. Dorini, P. Pinson, H. Madsen

IEEE Transactions on Smart Grid 4(4), pp. 2072-2080

Publication year: 2013

A comparison between the ECMWF and COSMO Ensemble Prediction Systems applied to short-term wind power forecasting

2013 Article Journal paper

S. Alessandrini, S. Sperati, P. Pinson

Applied Energy 107, pp. 271-280

Publication year: 2013

A bilevel model for electricity retailers participation in a demand response market environment

2013 Article Journal paper

M. Zugno, J.M. Morales, P. Pinson, H. Madsen

Energy Economics 36, pp. 182-197

Publication year: 2013

Very short-term probabilistic forecasting of wind power with generalized logit-Normal distributions

2012 Article Journal paper

P. Pinson

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

2012 Article Journal paper

P. Pinson, R. Hagedorn

Meteorological Applications 13(4), pp. 484-500

Publication year: 2012

Pierre Pinson

Chair of Data-centric Design Engineering - Imperial College London

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Probabilistic forecasting of wind power generation using extreme learning machine

Optimal prediction intervals of wind power generation

Guest editorial: Special section on analytics for energy forecasting with applications to smart grid

Global Energy Forecasting Competition 2012 (GEFCom2012)

FLECH - A Danish market solution for DSO congestion management through DER flexibility services

Exponential smooting approaches for prediction in real-time electricity markets

Electricity market clearing with improved dispatch of stochastic producers

Early warnings of extreme winds utilising the ECMWF Extreme Forecast Index

Discussion of “Prediction intervals for short-term wind farm generation forecasts” and “Combined nonparametric prediction intervals for wind power generation”

Density forecasting of day-ahead electricity prices using time-adaptive quantile regression

Comments on: Space-time wind speed forecasting for improved power system dispatch

Benefits and challenges of electric demand response: A critical review

Automatic classification of offshore wind regimes with weather radar observations

Wind energy: Forecasting challenges for its optimal management

Trading wind energy on the basis of probabilistic forecasts of both wind generation and market quantities

The impact of wind power on European cross-border power flows

Pool strategy of a price-maker wind power producer

Forecasting day-ahead electricity prices accounting for the impact of wind power generation

Direct interval forecasting of wind power

Controlling electricity consumption by forecasting its response to varying prices

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

Verification of the ECMWF ensemble forecasts of wind speed against analyses and observations

Pierre Pinson

Chair of Data-centric Design Engineering - Imperial College London

Publications

Filter by type:

Probabilistic forecasting of wind power generation using extreme learning machine

Optimal prediction intervals of wind power generation

Guest editorial: Special section on analytics for energy forecasting with applications to smart grid

Global Energy Forecasting Competition 2012 (GEFCom2012)

FLECH - A Danish market solution for DSO congestion management through DER flexibility services

Exponential smooting approaches for prediction in real-time electricity markets

Electricity market clearing with improved dispatch of stochastic producers

Early warnings of extreme winds utilising the ECMWF Extreme Forecast Index

Discussion of “Prediction intervals for short-term wind farm generation forecasts” and “Combined nonparametric prediction intervals for wind power generation”

Density forecasting of day-ahead electricity prices using time-adaptive quantile regression

Comments on: Space-time wind speed forecasting for improved power system dispatch

Benefits and challenges of electric demand response: A critical review

Automatic classification of offshore wind regimes with weather radar observations

Wind energy: Forecasting challenges for its optimal management

Trading wind energy on the basis of probabilistic forecasts of both wind generation and market quantities

The impact of wind power on European cross-border power flows

Pool strategy of a price-maker wind power producer

Forecasting day-ahead electricity prices accounting for the impact of wind power generation

Direct interval forecasting of wind power

Controlling electricity consumption by forecasting its response to varying prices

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

Verification of the ECMWF ensemble forecasts of wind speed against analyses and observations

FLECH - A Danish market solution for DSO congestion management through DER flexibility services

The impact of wind power on European cross-border power flows