Research on short‐term output power forecast model of wind farm based on neural network combination algorithm

Comparative study of reformed neural network based short‐term wind power forecasting models

(2022) Zuoxia Xing et al.   IET Renewable Power Generation

Sampling-Interval-Aware LSTM for Industrial Process Soft Sensing of Dynamic Time Sequences With Irregular Sampling Measurements

(2021) Xiaofeng Yuan et al.   IEEE SENSORS JOURNAL

Unauthorized Broadcasting Identification: A Deep LSTM Recurrent Learning Approach

(2020) Jitong Ma et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep Concatenated Residual Network With Bidirectional LSTM for One-Hour-Ahead Wind Power Forecasting

(2020) Min-Seung Ko et al.   IEEE Transactions on Sustainable Energy

Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model

(2019) Jinhua Zhang et al.   APPLIED ENERGY

Wind power forecast based on improved Long Short Term Memory network

(2019) Li Han et al.   ENERGY

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

(2018) Jingjing Song et al.   APPLIED ENERGY

A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting

(2018) Mingfei Niu et al.   APPLIED MATHEMATICAL MODELLING

Minute-ahead stock price forecasting based on singular spectrum analysis and support vector regression

(2018) Salim Lahmiri   APPLIED MATHEMATICS AND COMPUTATION

Forecasting the High Penetration of Wind Power on Multiple Scales Using Multi-to-Multi Mapping

(2018) Jie Yan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

The early-warning system based on hybrid optimization algorithm and fuzzy synthetic evaluation model

(2018) Ranran Li et al.   INFORMATION SCIENCES

Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting

(2018) Xueheng Qiu et al.   KNOWLEDGE-BASED SYSTEMS

Wind Power Curve Modeling and Wind Power Forecasting with Inconsistent Data

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

Multi-step ahead wind speed prediction based on optimal feature extraction, long short term memory neural network and error correction strategy

(2018) Jujie Wang et al.   APPLIED ENERGY

Multi-objective algorithm for the design of prediction intervals for wind power forecasting model

(2018) Ping Jiang et al.   APPLIED MATHEMATICAL MODELLING

A power-deficiency and risk-management model for wind farm micro-siting using cyber swarm algorithm

(2016) Peng-Yeng Yin et al.   APPLIED MATHEMATICAL MODELLING

Computer-aided sleep staging using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and bootstrap aggregating

(2016) Ahnaf Rashik Hassan et al.   Biomedical Signal Processing and Control

Wind Pattern Recognition and Reference Wind Mast Data Correlations With NWP for Improved Wind-Electric Power Forecasts

(2016) Serkan Buhan et al.   IEEE Transactions on Industrial Informatics

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

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

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

New wind speed forecasting approaches using fast ensemble empirical model decomposition, genetic algorithm, Mind Evolutionary Algorithm and Artificial Neural Networks

(2015) Hui Liu et al.   RENEWABLE ENERGY

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

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

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

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Interval forecasting of electricity demand: A novel bivariate EMD-based support vector regression modeling framework

(2014) Tao Xiong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY 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