Hongyuan Luo

Multi-step ahead electricity price forecasting using a hybrid model based on two-layer decomposition technique and BP neural network optimized by firefly algorithm

Deyun Wang, Hongyuan Luo, Olivier Grunder et al. · Applied Energy · 2017 · 299 citations

Two-layer Decomposition Technique, Electrical Engineering, Forecasting Methodology +13

A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine

Deyun Wang, Shuai Wei, Hongyuan Luo et al. · The Science of The Total Environment · 2016 · 235 citations

Meteorology, Forecasting Methodology, Environmental Monitoring +10

Multi-step ahead wind speed forecasting using an improved wavelet neural network combining variational mode decomposition and phase space reconstruction

Deyun Wang, Hongyuan Luo, Olivier Grunder et al. · Renewable Energy · 2017 · 172 citations

Speed Forecasting, Meteorology, Forecasting Methodology +9

An Ensemble Model Based on Machine Learning Methods and Data Preprocessing for Short-Term Electric Load Forecasting

Yanbing Lin, Hongyuan Luo, Deyun Wang et al. · Energies · 2017 · 68 citations · Full text

Forecasting Methodology, Engineering, Ensemble Methods +17

Research and application of a novel hybrid decomposition-ensemble learning paradigm with error correction for daily PM10 forecasting

Hongyuan Luo, Deyun Wang, Chenqiang Yue et al. · Atmospheric Research · 2017 · 64 citations

Intelligent Forecasting, Meteorology, Forecasting Methodology +13