Solar radiation estimation in different climates with meteorological variables using Bayesian model averaging and new soft computing models

An efficient approach for damage identification based on improved machine learning using PSO-SVM

(2021) Thanh Cuong-Le et al.   ENGINEERING WITH COMPUTERS

Hybridization of artificial intelligence models with nature inspired optimization algorithms for lake water level prediction and uncertainty analysis

(2021) Mohammad Ehteram et al.   Alexandria Engineering Journal

A robust integrated Bayesian multi-model uncertainty estimation framework (IBMUEF) for quantifying the uncertainty of hybrid meta-heuristic in global horizontal irradiation predictions

(2021) Akram Seifi et al.   ENERGY CONVERSION AND MANAGEMENT

Reliability of functional forms for calculation of longitudinal dispersion coefficient in rivers

(2021) Roohollah Noori et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Exploring the Potentials of Artificial Neural Network Trained with Differential Evolution for Estimating Global Solar Radiation

(2020) Olubayo M. Babatunde et al.   Energies

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

Comparison of short-term streamflow forecasting using stochastic time series, neural networks, process-based, and Bayesian models

(2020) Moges B. Wagena et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Wind turbine power output very short-term forecast: A comparative study of data clustering techniques in a PSO-ANFIS model

(2020) Paul A. Adedeji et al.   JOURNAL OF CLEANER PRODUCTION

Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN

(2020) Akram Seifi et al.   Sustainability

Estimation of solar radiation using neighboring stations through hybrid support vector regression boosted by Krill Herd algorithm

(2020) Babak Mohammadi et al.   Arabian Journal of Geosciences

Estimation of total dissolved solids (TDS) using new hybrid machine learning models

(2020) Fatemeh Barzegari Banadkooki et al.   JOURNAL OF HYDROLOGY

Bayesian Model Averaging With Fixed and Flexible Priors: Theory, Concepts, and Calibration Experiments for Rainfall‐Runoff Modeling

(2020) S. Samadi et al.   Journal of Advances in Modeling Earth Systems

Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems

(2020) Fatma A. Hashim et al.   APPLIED INTELLIGENCE

Parameter extraction of photovoltaic models using an enhanced Lévy flight bat algorithm

(2020) Lucas Meirelles Pires Deotti et al.   ENERGY CONVERSION AND MANAGEMENT

Comparative study of multilayer perceptron-stochastic gradient descent and gradient boosted trees for predicting daily suspended sediment load: The case study of the Mississippi River, U.S.

(2020) Sadra Shadkani et al.   International Journal of Sediment Research

Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm

(2020) Sedigheh Mohamadi et al.   Natural Hazards

Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods

(2020) Ozgur Kisi et al.   NEURAL PROCESSING LETTERS

Solar radiation prediction using multi-gene genetic programming approach

(2020) Hatice Citakoglu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Solar radiation zoning and daily global radiation models for regions with only surface meteorological measurements in China

(2020) Qimeng Cao et al.   ENERGY CONVERSION AND MANAGEMENT

An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve

(2020) Baoye Song et al.   APPLIED SOFT COMPUTING

Multi-robot path planning in wireless sensor networks based on jump mechanism PSO and safety gap obstacle avoidance

(2020) Shasha Tian et al.   Future Generation Computer Systems-The International Journal of eScience

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

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

A multirobot target searching method based on bat algorithm in unknown environments

(2019) Hongwei Tang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Solar Radiation, Air Temperature, Relative Humidity, and Dew Point Study: Damak, Jhapa, Nepal

(2019) Arun Kumar Shrestha et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

A prediction models for estimating global solar radiation and evaluation meteorological effect on solar radiation potential under several weather conditions at the surface of Adrar environment

(2019) Mohamed Blal et al.   MEASUREMENT

Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions

(2019) Junliang Fan et al.   RENEWABLE ENERGY

Prediction of hourly solar radiation in Abu Musa Island using machine learning algorithms

(2018) A. Khosravi et al.   JOURNAL OF CLEANER PRODUCTION

Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree

(2018) Behrooz Keshtegar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2018) R. Meenal et al.   RENEWABLE ENERGY

A novel hybrid model for hourly global solar radiation prediction using random forests technique and firefly algorithm

(2017) Ibrahim Anwar Ibrahim et al.   ENERGY CONVERSION AND MANAGEMENT

New directional bat algorithm for continuous optimization problems

(2017) Asma Chakri et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of daily diffuse solar radiation using artificial neural networks

(2017) Xinhua Xue   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

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

The climatological relationships between wind and solar energy supply in Britain

(2016) Philip E. Bett et al.   RENEWABLE 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

Prediction of the solar radiation on the Earth using support vector regression technique

(2015) Jamshid Piri et al.   INFRARED PHYSICS & TECHNOLOGY

Uncertainty analysis of support vector machine for online prediction of five-day biochemical oxygen demand

(2015) Roohollah Noori et al.   JOURNAL OF HYDROLOGY

Potential of radial basis function based support vector regression for global solar radiation prediction

(2014) Zeynab Ramedani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Effective prediction of scour downstream of ski-jump buckets using artificial neural networks

(2014) R. Noori et al.   Water Resources

A reduced-order adaptive neuro-fuzzy inference system model as a software sensor for rapid estimation of five-day biochemical oxygen demand

(2013) Roohollah Noori et al.   JOURNAL OF HYDROLOGY

Empirical models for estimating global solar radiation: A review and case study

(2013) Fariba Besharat et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimation of solar radiation using artificial neural networks with different input parameters for Mediterranean region of Anatolia in Turkey

(2011) Ahmet Koca et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

Uncertainty analysis of developed ANN and ANFIS models in prediction of carbon monoxide daily concentration

(2009) Roohollah Noori et al.   ATMOSPHERIC ENVIRONMENT

Correlations for estimation of daily global solar radiation with hours of bright sunshine in Turkey

(2009) Kadir Bakirci   ENERGY

Correlation between global solar irradiation and air temperature in Asturias, Spain

(2009) J.I. Prieto et al.   SOLAR ENERGY