Innovative ensemble system based on mixed frequency modeling for wind speed point and interval forecasting

Multi-space collaboration framework based optimal model selection for power load forecasting

(2022) Huafeng Xian et al.   APPLIED ENERGY

Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction

(2022) Lu Bai et al.   APPLIED MATHEMATICAL MODELLING

Short-term wind power prediction optimized by multi-objective dragonfly algorithm based on variational mode decomposition

(2022) Yilin Zhou et al.   CHAOS SOLITONS & FRACTALS

An oil imports dependence forecasting system based on fuzzy time series and multi-objective optimization algorithm: Case for China

(2022) Hufang Yang et al.   KNOWLEDGE-BASED SYSTEMS

An effective wind speed prediction model combining secondary decomposition and regularised extreme learning machine optimised by cuckoo search algorithm

(2022) Ye Zhang et al.   WIND ENERGY

Multi-step-ahead stock price index forecasting using long short-term memory model with multivariate empirical mode decomposition

(2022) Changrui Deng et al.   INFORMATION SCIENCES

Decomposition-Selection-Ensemble Prediction System for Short-Term Wind Speed Forecasting

(2022) Ping Jiang et al.   ELECTRIC POWER SYSTEMS RESEARCH

Multivariate selection-combination short-term wind speed forecasting system based on convolution-recurrent network and multi-objective chameleon swarm algorithm

(2022) Jianzhou Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel decomposition-ensemble forecasting system for dynamic dispatching of smart grid with sub-model selection and intelligent optimization

(2022) Jianzhou Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-mode dynamic residual graph convolution network for traffic flow prediction

(2022) Xiaohui Huang et al.   INFORMATION SCIENCES

A novel long-term power forecasting based smart grid hybrid energy storage system optimal sizing method considering uncertainties

(2022) Luo Zhao et al.   INFORMATION SCIENCES

An extreme bias-penalized forecast combination approach to commodity price forecasting

(2022) Yifei Zhang et al.   INFORMATION SCIENCES

Coupling framework for a wind speed forecasting model applied to wind energy

(2022) Ying Deng et al.   Science China-Technological Sciences

Mathematical modeling of Vehicle Routing Problem in Omni-Channel retailing

(2022) Peide Liu et al.   APPLIED SOFT COMPUTING

An innovative combined model based on multi-objective optimization approach for forecasting short-term wind speed: A case study in China

(2022) Jingrui Li et al.   RENEWABLE ENERGY

A fuzzy theory-based machine learning method for workdays and weekends short-term load forecasting

(2021) Chen Li   ENERGY AND BUILDINGS

Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm

(2021) Zhenkun Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel machine learning-based electricity price forecasting model based on optimal model selection strategy

(2021) Wendong Yang et al.   ENERGY

Forecasting oil prices: New approaches

(2021) Rennan Kertlly de Medeiros et al.   ENERGY

Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization

(2021) Zhihao Shang et al.   ENERGY

An adaptive hybrid system using deep learning for wind speed forecasting

(2021) Paulo S.G. de Mattos Neto et al.   INFORMATION SCIENCES

Multi-step ahead short-term wind speed forecasting approach coupling variational mode decomposition, improved beetle antennae search algorithm-based synchronous optimization and Volterra series model

(2021) Wenlong Fu et al.   RENEWABLE ENERGY

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

Point and interval forecasting for wind speed based on linear component extraction

(2020) Wen Ding et al.   APPLIED SOFT COMPUTING

A combined framework based on data preprocessing, neural networks and multi-tracker optimizer for wind speed prediction

(2020) Jianzhou Wang et al.   Sustainable Energy Technologies and Assessments

Multi-objective prediction intervals for wind power forecast based on deep neural networks

(2020) Min Zhou et al.   INFORMATION SCIENCES

An intelligent hybrid model of neuro Wavelet, time series and Recurrent Kalman Filter for wind speed forecasting

(2020) Hamed H.H. Aly   Sustainable Energy Technologies and Assessments

Wind speed big data forecasting using time-variant multi-resolution ensemble model with clustering auto-encoder

(2020) Hui Liu et al.   APPLIED ENERGY

A novel ensemble deep learning model with dynamic error correction and multi-objective ensemble pruning for time series forecasting

(2020) Shuai Zhang et al.   INFORMATION SCIENCES

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

(2019) Xinsong Niu et al.   APPLIED ENERGY

A novel non-linear combination system for short-term wind speed forecast

(2019) Jianzhou Wang et al.   RENEWABLE ENERGY

A Novel Hybrid System Based on Multi-objective Optimization for Wind Speed Forecasting

(2019) Chunying Wu et al.   RENEWABLE ENERGY

A Novel Hybrid Strategy Using Three-Phase Feature Extraction and a Weighted Regularized Extreme Learning Machine for Multi-Step Ahead Wind Speed Prediction

(2018) Jujie Wang et al.   Energies

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

(2018) Jie Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Research and application of a combined model based on variable weight for short term wind speed forecasting

(2018) Hongmin Li et al.   RENEWABLE ENERGY

Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

(2017) Pei Du et al.   ENERGY CONVERSION AND MANAGEMENT

Research and application of ensemble forecasting based on a novel multi-objective optimization algorithm for wind-speed forecasting

(2017) Zongxi Qu et al.   ENERGY CONVERSION AND MANAGEMENT

Outlier-robust extreme learning machine for regression problems

(2015) Kai Zhang et al.   NEUROCOMPUTING

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

(2014) Marcelo A. Colominas et al.   Biomedical Signal Processing and Control

Variational Mode Decomposition

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

A novel hybrid approach for wind speed prediction

(2014) Jujie Wang et al.   INFORMATION SCIENCES

Macroeconomic Forecasting With Mixed-Frequency Data

(2008) Michael P Clements et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS