An evolutionary robust solar radiation prediction model based on WT-CEEMDAN and IASO-optimized outlier robust extreme learning machine

Evaluation of machine learning models for predicting daily global and diffuse solar radiation under different weather/pollution conditions

(2022) Dongyu Jia et al.   RENEWABLE ENERGY

Short/medium term solar power forecasting of Chhattisgarh state of India using modified TLBO optimized ELM

(2021) Raj Kumar Sahu et al.   Engineering Science and Technology-An International Journal-JESTECH

An improved atom search optimization with dynamic opposite learning and heterogeneous comprehensive learning

(2021) Pu Sun et al.   APPLIED SOFT COMPUTING

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

(2021) Tian Peng et al.   ENERGY

Weighted regularized extreme learning machine to model the discharge coefficient of side slots

(2021) Farzad Hasani et al.   FLOW MEASUREMENT AND INSTRUMENTATION

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

(2021) Lei Hua et al.   ENERGY CONVERSION AND MANAGEMENT

Daily natural gas load forecasting based on the combination of long short term memory, local mean decomposition, and wavelet threshold denoising algorithm

(2021) Shanbi Peng et al.   Journal of Natural Gas Science and Engineering

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

Hourly forecasting of solar irradiance based on CEEMDAN and multi-strategy CNN-LSTM neural networks

(2020) Bixuan Gao et al.   RENEWABLE ENERGY

Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China

(2019) Junliang Fan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Comparison of BP, PSO-BP and statistical models for predicting daily global solar radiation in arid Northwest China

(2019) Yixuan Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of temperature-based machine learning and empirical models for predicting daily global solar radiation

(2019) Yu Feng et al.   ENERGY CONVERSION AND MANAGEMENT

Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions

(2018) Junliang Fan et al.   ENERGY

A novel atom search optimization for dispersion coefficient estimation in groundwater

(2018) Weiguo Zhao et al.   Future Generation Computer Systems-The International Journal of eScience

A New Radiative Transfer Method for Solar Radiation in a Vertically Internally Inhomogeneous Medium

(2018) Feng Zhang et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

(2018) Abinet Tesfaye Eseye et al.   RENEWABLE ENERGY

Assessment of SVM, empirical and ANN based solar radiation prediction models with most influencing input parameters

(2018) R. Meenal et al.   RENEWABLE ENERGY

A new empirical model for forecasting the diffuse solar radiation over Sahara in the Algerian Big South

(2018) Nadjem Bailek et al.   RENEWABLE ENERGY

Assessment of different combinations of meteorological parameters for predicting daily global solar radiation using artificial neural networks

(2018) Y. El Mghouchi et al.   BUILDING AND ENVIRONMENT

Fast short-term global solar irradiance forecasting with wrapper mutual information

(2018) Hassen Bouzgou et al.   RENEWABLE ENERGY

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

(2017) Stéphanie Monjoly et al.   ENERGY

A novel probabilistic wind speed forecasting based on combination of the adaptive ensemble of on-line sequential ORELM (Outlier Robust Extreme Learning Machine) and TVMCF (time-varying mixture copula function)

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

Composite quantile regression extreme learning machine with feature selection for short-term wind speed forecasting: A new approach

(2017) Weiqin Zheng et al.   ENERGY CONVERSION AND MANAGEMENT

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

A comparison of the performance of some extreme learning machine empirical models for predicting daily horizontal diffuse solar radiation in a region of southern Iran

(2017) Seyed Hossein Hosseini Nazhad et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Short term solar irradiance forecasting using a mixed wavelet neural network

(2016) Vishal Sharma et al.   RENEWABLE ENERGY

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

(2015) Jianzhou Wang et al.   ENERGY

Investigating the performance of support vector machine and artificial neural networks in predicting solar radiation on a tilted surface: Saudi Arabia case study

(2015) Makbul A.M. Ramli et al.   ENERGY CONVERSION AND MANAGEMENT

Outlier-robust extreme learning machine for regression problems

(2015) Kai Zhang et al.   NEUROCOMPUTING

A hybrid computational approach to estimate solar global radiation: An empirical evidence from Iran

(2012) Elham Sadat Mostafavi et al.   ENERGY