Ultra short‐term probability prediction of wind power based on LSTM network and condition normal distribution

A multi-objective wind speed and wind power prediction interval forecasting using variational modes decomposition based Multi-Kernel Robust Ridge regression

(2019) Jyotirmayee Naik et al.   RENEWABLE ENERGY

A Fuzzy Adaptive Probabilistic Wind Power Prediction Framework Using Diffusion Kernel Density Estimators

(2018) Benyamin Khorramdel et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Novel Multi-Step Short-Term Wind Power Prediction Framework Based on Chaotic Time Series Analysis and Singular Spectrum Analysis

(2018) Nima Safari et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-term wind power prediction in microgrids using a hybrid approach integrating genetic algorithm, particle swarm optimization, and adaptive neuro-fuzzy inference systems

(2018) Dehua Zheng et al.   IEEJ Transactions on Electrical and Electronic Engineering

Prediction interval forecasting of wind speed and wind power using modes decomposition based low rank multi-kernel ridge regression

(2018) Jyotirmayee Naik et al.   RENEWABLE ENERGY

Toward Cost-Oriented Forecasting of Wind Power Generation

(2018) Guo Li et al.   IEEE Transactions on Smart Grid

Ultra-Short-Term Multistep Wind Power Prediction Based on Improved EMD and Reconstruction Method Using Run-Length Analysis

(2018) Mao Yang et al.   IEEE Access

Deep belief network based k-means cluster approach for short-term wind power forecasting

(2018) Kejun Wang et al.   ENERGY

Video Captioning With Attention-Based LSTM and Semantic Consistency

(2017) Lianli Gao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Short-Term Residential Load Forecasting based on LSTM Recurrent Neural Network

(2017) Weicong Kong et al.   IEEE Transactions on Smart Grid

Training Deep Bidirectional LSTM Acoustic Model for LVCSR by a Context-Sensitive-Chunk BPTT Approach

(2016) Kai Chen et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Optimal Distribution Feeder Reconfiguration for Reliability Improvement Considering Uncertainty

(2014) Abdollah Kavousi-Fard et al.   IEEE TRANSACTIONS ON POWER DELIVERY

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

Optimal Prediction Intervals of Wind Power Generation

(2014) Can Wan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Review on probabilistic forecasting of wind power generation

(2014) Yao Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Probabilistic Forecasts of Wind Power Generation Accounting for Geographically Dispersed Information

(2014) Julija Tastu et al.   IEEE Transactions on Smart Grid

Discussion of “Prediction Intervals for Short-Term Wind Farm Generation Forecasts” and “Combined Nonparametric Prediction Intervals for Wind Power Generation”

(2014) Pierre Pinson et al.   IEEE Transactions on Sustainable Energy

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

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

Prediction Intervals for Short-Term Wind Farm Power Generation Forecasts

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

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

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

(2012) P. Pinson   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

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

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

Prediction Interval Construction and Optimization for Adaptive Neurofuzzy Inference Systems

(2011) A. Khosravi et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Conditional Prediction Intervals of Wind Power Generation

(2010) Pierre Pinson et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Optimization method based extreme learning machine for classification

(2010) Guang-Bin Huang et al.   NEUROCOMPUTING