Integrated framework of extreme learning machine (ELM) based on improved atom search optimization for short-term wind speed prediction

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

(2021) Ming-De Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting system based on gated recurrent units and convolutional spiking neural networks

(2021) Danxiang Wei et al.   APPLIED ENERGY

AR and ARMA model order selection for time-series modeling with ImageNet classification

(2021) Jihye Moon et al.   SIGNAL PROCESSING

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization

(2021) Rana Muhammad Adnan et al.   KNOWLEDGE-BASED SYSTEMS

Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries

(2021) Felipe B. de Santana et al.   Geoderma Regional

A novel hybrid approach based on variational heteroscedastic Gaussian process regression for multi-step ahead wind speed forecasting

(2021) Chu Zhang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM

(2020) Zhongda Tian   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An enhanced sitting–sizing scheme for shunt capacitors in radial distribution systems using improved atom search optimization

(2020) Rizk M. Rizk-Allah et al.   NEURAL COMPUTING & APPLICATIONS

Design of a combined wind speed forecasting system based on decomposition-ensemble and multi-objective optimization approach

(2020) Liangqing Luo et al.   APPLIED MATHEMATICAL MODELLING

Wind speed prediction based on singular spectrum analysis and neural network structural learning

(2020) Xiwei Mi et al.   ENERGY CONVERSION AND MANAGEMENT

Negative correlation learning-based RELM ensemble model integrated with OVMD for multi-step ahead wind speed forecasting

(2020) Tian Peng et al.   RENEWABLE ENERGY

Wind power prediction using a novel model on wavelet decomposition-support vector machines-improved atomic search algorithm

(2020) Ling-Ling Li et al.   JOURNAL OF CLEANER PRODUCTION

Multistep forecasting for diurnal wind speed based on hybrid deep learning model with improved singular spectrum decomposition

(2020) Xiaoan Yan et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-step short-term wind speed forecasting approach based on multi-scale dominant ingredient chaotic analysis, improved hybrid GWO-SCA optimization and ELM

(2019) Wenlong Fu et al.   ENERGY CONVERSION AND MANAGEMENT

Meteorological pattern analysis assisted daily PM2.5 grades prediction using SVM optimized by PSO algorithm

(2019) Wei Liu et al.   Atmospheric Pollution Research

Prediction model of PSO-BP neural network on coliform amount in special food

(2019) Yun Deng et al.   SAUDI JOURNAL OF BIOLOGICAL SCIENCES

A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting

(2019) Yagang Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

One-day-ahead probabilistic wind speed forecast based on optimized numerical weather prediction data

(2018) Xinyu Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

Characterising the most critical climatic parameters that impact the quality of spring-wheat ( Triticum aestivum L.) on the Canadian Prairies using partial least squares (PLS) analysis

(2018) Manasah S. Mkhabela et al.   JOURNAL OF CEREAL SCIENCE

Simulated annealing-chaotic search algorithm based optimization of reverse osmosis hybrid desalination system driven by wind and solar energies

(2018) Guozhao Zhang et al.   SOLAR ENERGY

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

(2017) Chu Zhang 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

Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

A variational mode decompoisition approach for analysis and forecasting of economic and financial time series

(2016) Salim Lahmiri   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of wind energy potential and estimation of cost using wind energy turbines for electricity generation in north of Algeria

(2015) B. Belabes et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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