Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

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

A novel hybrid model for short-term wind power forecasting

(2019) Pei Du et al.   APPLIED SOFT COMPUTING

Robust short-term prediction of wind power generation under uncertainty via statistical interpretation of multiple forecasting models

(2019) Natapol Korprasertsak et al.   ENERGY

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

(2018) Erick López et al.   Energies

Ultra-short-term forecast of wind speed and wind power based on morphological high frequency filter and double similarity search algorithm

(2018) D.Y. Hong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Traffic flow prediction using LSTM with feature enhancement

(2018) Bailin Yang et al.   NEUROCOMPUTING

LSTM-EFG for wind power forecasting based on sequential correlation features

(2018) Ruiguo Yu et al.   Future Generation Computer Systems-The International Journal of eScience

Electric vehicle charging demand forecasting model based on big data technologies

(2016) Mariz B. Arias et al.   APPLIED ENERGY

The Wind Integration National Dataset (WIND) Toolkit

(2015) Caroline Draxl et al.   APPLIED ENERGY

Short-term wind power prediction based on LSSVM–GSA model

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

An Advanced Approach for Construction of Optimal Wind Power Prediction Intervals

(2015) Guoyong Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Reviews on uncertainty analysis of wind power forecasting

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

Current status and future advances for wind speed and power forecasting

(2014) Jaesung Jung et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Data mining and wind power prediction: A literature review

(2012) Ilhami Colak et al.   RENEWABLE ENERGY

Short-term prediction of wind power using EMD and chaotic theory

(2011) Xueli An et al.   Communications in Nonlinear Science and Numerical Simulation

Current methods and advances in forecasting of wind power generation

(2011) Aoife M. Foley et al.   RENEWABLE ENERGY

A new cognitive model: Cloud model

(2009) Deyi Li et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS