Multi-step wind speed forecasting based on secondary decomposition algorithm and optimized back propagation neural network

Deterministic and probabilistic multi-step forecasting for short-term wind speed based on secondary decomposition and a deep learning method

(2020) Ling Xiang et al.   ENERGY CONVERSION AND MANAGEMENT

Enhanced symplectic characteristics mode decomposition method and its application in fault diagnosis of rolling bearing

(2020) Zhengyang Cheng et al.   MEASUREMENT

A hybrid approach for multi-step wind speed forecasting based on two-layer decomposition, improved hybrid DE-HHO optimization and KELM

(2020) Wenlong Fu et al.   RENEWABLE ENERGY

Repeated wavelet transform based ARIMA model for very short-term wind speed forecasting

(2019) Aasim et al.   RENEWABLE ENERGY

A New Wind Speed Forecasting Modeling Strategy Using Two-Stage Decomposition, Feature Selection and DAWNN

(2019) Sizhou Sun et al.   Energies

Hybrid wind energy forecasting and analysis system based on divide and conquer scheme: A case study in China

(2019) Wendong Yang et al.   JOURNAL OF CLEANER PRODUCTION

Data processing strategies in wind energy forecasting models and applications: A comprehensive review

(2019) Hui Liu et al.   APPLIED ENERGY

A combined forecasting model for time series: Application to short-term wind speed forecasting

(2019) Zhenkun Liu et al.   APPLIED ENERGY

A noise reduction method of symplectic singular mode decomposition based on Lagrange multiplier

(2019) Haiyang Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Symplectic geometry decomposition-based features for automatic epileptic seizure detection

(2019) Yun Jiang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Symplectic transformation based Variational Bayesian Learning and its applications to gear fault diagnosis

(2019) Haiyang Pan et al.   MEASUREMENT

Multi-step wind speed forecasting using EWT decomposition, LSTM principal computing, RELM subordinate computing and IEWT reconstruction

(2018) Yanfei Li et al.   ENERGY CONVERSION AND MANAGEMENT

Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm

(2018) Hui Liu et al.   RENEWABLE ENERGY

A nonlinear hybrid wind speed forecasting model using LSTM network, hysteretic ELM and Differential Evolution algorithm

(2018) Ya-Lan Hu et al.   ENERGY CONVERSION AND MANAGEMENT

Symplectic geometry mode decomposition and its application to rotating machinery compound fault diagnosis

(2018) Haiyang Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Smart wind speed forecasting approach using various boosting algorithms, big multi-step forecasting strategy

(2018) Yanfei Li et al.   RENEWABLE ENERGY

Non-parametric hybrid models for wind speed forecasting

(2017) Qinkai Han et al.   ENERGY CONVERSION AND MANAGEMENT

An effective secondary decomposition approach for wind power forecasting using extreme learning machine trained by crisscross optimization

(2017) Hao Yin et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-step ahead wind speed forecasting using a hybrid model based on two-stage decomposition technique and AdaBoost-extreme learning machine

(2017) Tian Peng et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting using FEEMD echo state networks with RELM in Hebei, China

(2016) Wei Sun et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed forecasting using empirical mode decomposition and feature selection

(2016) Chi Zhang et al.   RENEWABLE ENERGY

Recent advances in differential evolution – An updated survey

(2016) Swagatam Das et al.   Swarm and Evolutionary Computation

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

(2015) Jie Zhang et al.   APPLIED ENERGY

A hybrid technique for short-term wind speed prediction

(2015) Jianming Hu et al.   ENERGY

A self-adaptive hybrid approach for wind speed forecasting

(2015) Jianzhou Wang et al.   RENEWABLE ENERGY

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

(2015) Ye Ren et al.   IEEE Transactions on Sustainable Energy

Variational Mode Decomposition

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

Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach

(2013) Kuilin Chen et al.   APPLIED ENERGY

Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting

(2013) Chao Ren et al.   KNOWLEDGE-BASED SYSTEMS

Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm

(2013) Da Liu et al.   RENEWABLE ENERGY

Dynamic economic dispatch for wind-thermal power system using a novel bi-population chaotic differential evolution algorithm

(2012) Chunhua Peng et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS