Low Redundancy Feature Selection of Short Term Solar Irradiance Prediction Using Conditional Mutual Information and Gauss Process Regression

A Short-Term and High-Resolution Distribution System Load Forecasting Approach Using Support Vector Regression With Hybrid Parameters Optimization

(2018) Huaiguang Jiang et al.   IEEE Transactions on Smart Grid

Evaluation of regression and neural network models for solar forecasting over different short-term horizons

(2018) Alireza Inanlouganji et al.   Science and Technology for the Built Environment

Hourly forecasting of global solar radiation based on multiscale decomposition methods: A hybrid approach

(2017) Stéphanie Monjoly et al.   ENERGY

Forecast of hourly global horizontal irradiance based on structured Kernel Support Vector Machine: A case study of Tibet area in China

(2017) He Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

A new hybrid feature selection approach using feature association map for supervised and unsupervised classification

(2017) Amit Kumar Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Maximum relevance minimum common redundancy feature selection for nonlinear data

(2017) Jinxing Che et al.   INFORMATION SCIENCES

Comparative analysis of diffuse solar radiation models based on sky-clearness index and sunshine period for humid-subtropical climatic region of India: A case study

(2017) Basharat Jamil et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Evaluation of statistical learning configurations for gridded solar irradiance forecasting

(2017) David John Gagne et al.   SOLAR ENERGY

A Probabilistic Competitive Ensemble Method for Short-Term Photovoltaic Power Forecasting

(2017) Antonio Bracale et al.   IEEE Transactions on Sustainable Energy

A Hybrid Algorithm for Short-Term Solar Power Prediction—Sunshine State Case Study

(2017) Arash Asrari et al.   IEEE Transactions on Sustainable Energy

Time series analysis and short-term forecasting of solar irradiation, a new hybrid approach

(2017) N. Bigdeli et al.   Swarm and Evolutionary Computation

Prediction of daily and mean monthly global solar radiation using support vector machine in an arid climate

(2016) S. Belaid et al.   ENERGY CONVERSION AND MANAGEMENT

A nonlinear support vector machine model with hard penalty function based on glowworm swarm optimization for forecasting daily global solar radiation

(2016) He Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

A Gaussian process regression based hybrid approach for short-term wind speed prediction

(2016) Chi Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

A new sampling method in particle filter based on Pearson correlation coefficient

(2016) Haomiao Zhou et al.   NEUROCOMPUTING

A single method to estimate the daily global solar radiation from monthly data

(2015) A. Manzano et al.   ATMOSPHERIC RESEARCH

Forecasting solar radiation using an optimized hybrid model by Cuckoo Search algorithm

(2015) Jianzhou Wang et al.   ENERGY

A new hybrid support vector machine–wavelet transform approach for estimation of horizontal global solar radiation

(2015) Kasra Mohammadi et al.   ENERGY CONVERSION AND MANAGEMENT

Harmonic analysis based hourly solar radiation forecasting model

(2015) Mehmet Fidan et al.   IET Renewable Power Generation

A hybrid wavelet neural network model with mutual information and particle swarm optimization for forecasting monthly rainfall

(2015) Xinguang He et al.   JOURNAL OF HYDROLOGY

A comparative evaluation for identifying the suitability of extreme learning machine to predict horizontal global solar radiation

(2015) Shahaboddin Shamshirband et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wind Power Forecasting Using Neural Network Ensembles With Feature Selection

(2015) Song Li et al.   IEEE Transactions on Sustainable Energy

Solar forecasting methods for renewable energy integration

(2013) Rich H. Inman et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Relationship between the total solar radiation on tilted surfaces and the sunshine hours in Hong Kong

(2008) D.H.W. Li et al.   SOLAR ENERGY