Intraday wind power forecasting employing feedback mechanism

Wind power forecasting using attention-based gated recurrent unit network

(2020) Zhewen Niu et al.   ENERGY

Multi-step wind power forecast based on VMD-LSTM

(2019) Li Han et al.   IET Renewable Power Generation

A novel hybrid model for short-term wind power forecasting

(2019) Pei Du et al.   APPLIED SOFT COMPUTING

A hybrid deep learning-based neural network for 24-h ahead wind power forecasting

(2019) Ying-Yi Hong et al.   APPLIED ENERGY

Ramp Prediction: An Approach Based on Long-Term Wind Power Prediction and Correction

(2019) Tinghui Ouyang et al.   IET Renewable Power Generation

Analysis of forecasted meteorological data (NWP) for efficient spatial forecasting of wind power generation

(2019) P. Piotrowski et al.   ELECTRIC POWER SYSTEMS RESEARCH

Short-term Wind Power Forecasting Based on Two-stage Attention Mechanism

(2019) Xiangwen Wang et al.   IET Renewable Power Generation

Conditional aggregated probabilistic wind power forecasting based on spatio-temporal correlation

(2019) Mucun Sun et al.   APPLIED ENERGY

Echo state network based ensemble approach for wind power forecasting

(2019) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Weather division-based wind power forecasting model with feature selection

(2019) Liang Qin et al.   IET Renewable Power Generation

Seasonal forecasts of wind power generation

(2019) Ll. Lledó et al.   RENEWABLE ENERGY

A hybrid wind power forecasting approach based on Bayesian model averaging and ensemble learning

(2019) Gang Wang et al.   RENEWABLE ENERGY

A Novel Framework of Reservoir Computing for Deterministic and Probabilistic Wind Power Forecasting

(2019) Jianzhou Wang et al.   IEEE Transactions on Sustainable Energy

Multi-distribution ensemble probabilistic wind power forecasting

(2019) Mucun Sun et al.   RENEWABLE ENERGY

Ultra-Short-Term Wind Generation Forecast Based on Multivariate Empirical Dynamic Modeling

(2018) Jiayi Ma et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A Distributed Approach for Wind Power Probabilistic Forecasting Considering Spatio-Temporal Correlation Without Direct Access to Off-Site Information

(2018) Yao Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Bivariate Probabilistic Wind Power and Real-Time Price Forecasting and their Applications to Wind Power Bidding Strategy Development

(2018) Duehee Lee et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Correlation-Constrained and Sparsity-Controlled Vector Autoregressive Model for Spatio-Temporal Wind Power Forecasting

(2018) Yongning Zhao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Nonparametric Prediction Intervals of Wind Power via Linear Programming

(2018) Can Wan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Economic dispatch considering the wind power forecast error

(2018) Li Han et al.   IET Generation Transmission & Distribution

Modeling the temporal correlation of hourly day-ahead short-term wind power forecast error for optimal sizing energy storage system

(2018) Chengfu Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Wind Power Curve Modeling and Wind Power Forecasting with Inconsistent Data

(2018) Yun Wang et al.   IEEE Transactions on Sustainable Energy

A Multi-model Combination Approach for Probabilistic Wind Power Forecasting

(2018) You Lin et al.   IEEE Transactions on Sustainable Energy

Direct Wind Power Forecasting using a Polynomial Decomposition of the General Differential Equation

(2018) Ladislav Zjavka et al.   IEEE Transactions on Sustainable Energy

Direct Interval Forecast of Uncertain Wind Power Based on Recurrent Neural Networks

(2018) Zhichao Shi et al.   IEEE Transactions on Sustainable Energy

Parameter Estimation of a Gaussian Mixture Model for Wind Power Forecast Error by Riemann L-BFGS Optimization

(2018) Fuchao Ge et al.   IEEE Access

A Model Combining Stacked Auto Encoder and Back Propagation Algorithm for Short-Term Wind Power Forecasting

(2018) Runhai Jiao et al.   IEEE Access

A Nonparametric Bayesian Framework for Short-Term Wind Power Probabilistic Forecast

(2018) Wei Xie et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Wind Power Forecast with Error Feedback and Its Economic Benefit in Power System Dispatch

(2018) Jiehui Zheng et al.   IET Generation Transmission & Distribution

Impacts of wind power forecast errors on the real-time balancing need: a Nordic case study

(2018) Jari Miettinen et al.   IET Renewable Power Generation

Extreme Wind Power Forecast Error Analysis Considering its Application in Day-ahead Reserve Capacity Planning

(2018) Fan Zhang et al.   IET Renewable Power Generation

Optimal sizing of energy storage considering the spatial-temporal correlation of wind power forecast errors

(2018) Chengfu Wang et al.   IET Renewable Power Generation

Ensemble Machine Learning-Based Wind Forecasting to Combine NWP Output With Data From Weather Station

(2018) Pengwei Du   IEEE Transactions on Sustainable Energy

Novel Cost Model for Balancing Wind Power Forecasting Uncertainty

(2017) Jie Yan et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Short-term wind power forecasting and uncertainty analysis using a hybrid intelligent method

(2017) Chao-Ming Huang et al.   IET Renewable Power Generation

One-day ahead wind speed/power prediction based on polynomial autoregressive model

(2017) Oktay Karakuş et al.   IET Renewable Power Generation

Impact of Public Aggregate Wind Forecasts on Electricity Market Outcomes

(2017) Lazaros Exizidis et al.   IEEE Transactions on Sustainable Energy

Wind power forecasting errors modelling approach considering temporal and spatial dependence

(2017) Wei HU et al.   Journal of Modern Power Systems and Clean Energy

A Data Mining Approach Combining $K$ -Means Clustering With Bagging Neural Network for Short-Term Wind Power Forecasting

(2017) Wenbin Wu et al.   IEEE Internet of Things Journal

Sharing wind power forecasts in electricity markets: A numerical analysis

(2016) Lazaros Exizidis et al.   APPLIED ENERGY

Stratification-Based Wind Power Forecasting in a High-Penetration Wind Power System Using a Hybrid Model

(2016) Yuan-Kang Wu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A New Fuzzy-Based Combined Prediction Interval for Wind Power Forecasting

(2016) Abdollah Kavousi-Fard et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Quantifying the Economic and Grid Reliability Impacts of Improved Wind Power Forecasting

(2016) Qin Wang et al.   IEEE Transactions on Sustainable Energy

Hybrid Probabilistic Wind Power Forecasting Using Temporally Local Gaussian Process

(2016) Juan Yan et al.   IEEE Transactions on Sustainable Energy

Joint Energy and Spinning Reserve Market Clearing Incorporating Wind Power and Load Forecast Uncertainties

(2015) S. Surender Reddy et al.   IEEE Systems Journal

Multistage Wind-Electric Power Forecast by Using a Combination of Advanced Statistical Methods

(2015) Serkan Buhan et al.   IEEE Transactions on Industrial Informatics

A selection of time series models for short- to medium-term wind power forecasting

(2015) Carsten Croonenbroeck et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Multistep Wind Power Forecast Using Mean Trend Detector and Mathematical Morphology-Based Local Predictor

(2015) J. L. Wu et al.   IEEE Transactions on Sustainable Energy

Wind Power Forecasting Using Neural Network Ensembles With Feature Selection

(2015) Song Li et al.   IEEE Transactions on Sustainable Energy

A Short-Term Wind Power Forecasting Approach With Adjustment of Numerical Weather Prediction Input by Data Mining

(2015) Qianyao Xu et al.   IEEE Transactions on Sustainable Energy

Support-Vector-Machine-Enhanced Markov Model for Short-Term Wind Power Forecast

(2015) Lei Yang et al.   IEEE Transactions on Sustainable Energy

A Spatio-Temporal Analysis Approach for Short-Term Forecast of Wind Farm Generation

(2014) Miao He et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Hybrid Intelligent Model for Deterministic and Quantile Regression Approach for Probabilistic Wind Power Forecasting

(2014) Ashraf Ul Haque et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Hybrid Forecasting Model for Very-Short Term Wind Power Forecasting Based on Grey Relational Analysis and Wind Speed Distribution Features

(2014) Jie Shi et al.   IEEE Transactions on Smart Grid

Probabilistic Short-Term Wind Power Forecast Using Componential Sparse Bayesian Learning

(2013) Ming Yang et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

A Versatile Probability Distribution Model for Wind Power Forecast Errors and Its Application in Economic Dispatch

(2013) Zhao-Sui Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Direct Interval Forecasting of Wind Power

(2013) Can Wan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Modeling Conditional Forecast Error for Wind Power in Generation Scheduling

(2013) Ning Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Probabilistic Forecasting of Wind Power Generation Using Extreme Learning Machine

(2013) Can Wan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

(2013) Niya Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals

(2013) Hao Quan et al.   IEEE Transactions on Neural Networks and Learning Systems

Short-Term Wind Power Ensemble Prediction Based on Gaussian Processes and Neural Networks

(2013) Duehee Lee et al.   IEEE Transactions on Smart Grid

Prediction Intervals for Short-Term Wind Farm Power Generation Forecasts

(2013) A. Khosravi et al.   IEEE Transactions on Sustainable Energy

Short-Term Wind-Power Prediction Based on Wavelet Transform–Support Vector Machine and Statistic-Characteristics Analysis

(2012) Yongqian Liu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Probabilistic Wind Power Forecasting Using Radial Basis Function Neural Networks

(2012) George Sideratos et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Method for Short-Term Wind Power Prediction With Multiple Observation Points

(2012) Muhammad Khalid et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir

(2012) Mohammad Valipour et al.   JOURNAL OF HYDROLOGY

Wind Power Forecasting in the Absence of Historical Data

(2012) Alexia Togelou et al.   IEEE Transactions on Sustainable Energy

Time Adaptive Conditional Kernel Density Estimation for Wind Power Forecasting

(2012) Ricardo J. Bessa et al.   IEEE Transactions on Sustainable Energy

Impact of Wind Forecast Error Statistics Upon Unit Commitment

(2012) Colm Lowery et al.   IEEE Transactions on Sustainable Energy

AWNN-Assisted Wind Power Forecasting Using Feed-Forward Neural Network

(2012) Kanna Bhaskar et al.   IEEE Transactions on Sustainable Energy

A Probabilistic Method for Energy Storage Sizing Based on Wind Power Forecast Uncertainty

(2011) Hans Bludszuweit et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A Statistical Model for Wind Power Forecast Error and its Application to the Estimation of Penalties in Liberalized Markets

(2011) Saurabh Tewari et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Wind Power Prediction by a New Forecast Engine Composed of Modified Hybrid Neural Network and Enhanced Particle Swarm Optimization

(2011) N Amjady et al.   IEEE Transactions on Sustainable Energy

Short-Horizon Prediction of Wind Power: A Data-Driven Approach

(2010) Andrew Kusiak et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Intelligent Hybrid Wavelet Models for Short-Term Load Forecasting

(2010) Ajay Shekhar Pandey et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Setting the Operating Reserve Using Probabilistic Wind Power Forecasts

(2010) Manuel A. Matos et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Wind Power Forecasting in Portugal

(2010) J. P. S. Catalao et al.   IEEE Transactions on Sustainable Energy

Statistical Analysis of Wind Power Forecast Error

(2008) H. Bludszuweit et al.   IEEE TRANSACTIONS ON POWER SYSTEMS