Machine learning forecasts of Scandinavian numerical weather prediction wind model residuals with control theory for wind energy

Data-augmented sequential deep learning for wind power forecasting

(2021) Hao Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed forecasting using recurrent neural networks with error correction

(2020) Jikai Duan et al.   ENERGY

Sequence transfer correction algorithm for numerical weather prediction wind speed and its application in a wind power forecasting system

(2019) Han Wang et al.   APPLIED ENERGY

Statistical and Machine Learning forecasting methods: Concerns and ways forward

(2018) Spyros Makridakis et al.   PLoS One

AROME-MetCoOp: A Nordic Convective-Scale Operational Weather Prediction Model

(2017) Malte Müller et al.   WEATHER AND FORECASTING

Wind power day-ahead prediction with cluster analysis of NWP

(2016) Lei Dong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Comparison of numerical weather prediction based deterministic and probabilistic wind resource assessment methods

(2015) Jie Zhang et al.   APPLIED ENERGY

Reviews on uncertainty analysis of wind power forecasting

(2015) Jie Yan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Model selection for ecologists: the worldviews of AIC and BIC

(2014) Ken Aho et al.   ECOLOGY

Impact of offshore wind power forecast error in a carbon constraint electricity market

(2014) P. Higgins et al.   ENERGY

Statistical distribution for wind power forecast error and its application to determine optimal size of energy storage system

(2013) Junli Wu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Back Propagation Neural Network Model for Predicting the Performance of Immobilized Cell Biofilters Handling Gas-Phase Hydrogen Sulphide and Ammonia

(2013) Eldon R. Rene et al.   Biomed Research International

NWP Model Error Structure Functions Obtained From Scatterometer Winds

(2011) Jur Vogelzang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Neural-Network Security-Boundary Constrained Optimal Power Flow

(2010) Victor J. Gutierrez-Martinez et al.   IEEE TRANSACTIONS ON POWER SYSTEMS