Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction

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

A review on global solar radiation prediction with machine learning models in a comprehensive perspective

(2021) Yong Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

Green hydrogen potentials from surplus hydro energy in Nepal

(2021) Biraj Singh Thapa et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A deep learning based hybrid method for hourly solar radiation forecasting

(2021) Chun Sing Lai et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hourly clear-sky solar irradiance estimation in China: Model review and validations

(2021) Hong Cai et al.   SOLAR ENERGY

Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

(2021) Sujan Ghimire et al.   Scientific Reports

Global solar radiation prediction: Application of novel hybrid data-driven model

(2021) Massoud Alrashidi et al.   APPLIED SOFT COMPUTING

Solar radiation forecasting based on convolutional neural network and ensemble learning

(2021) Davide Cannizzaro et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning models for solar irradiance forecasting: A comprehensive review

(2021) Pratima Kumari et al.   Journal of Cleaner Production

Factors influencing the sustainability of micro-hydro schemes in Nepal

(2021) B. Poudel et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimating half-hourly solar radiation over the Continental United States using GOES-16 data with iterative random forest

(2021) Jiang Chen et al.   RENEWABLE ENERGY

Solar and wind energy potential assessment at provincial level in Nepal: Geospatial and economic analysis

(2021) Deependra Neupane et al.   RENEWABLE ENERGY

Investigating decentralized renewable energy systems under different governance approaches in Nepal and Indonesia: How does governance fail?

(2021) Yoon-Hee Ha et al.   Energy Research & Social Science

Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation

(2020) Ali Etem Gürel et al.   JOURNAL OF CLEANER PRODUCTION

Towards high-quality biodiesel production from microalgae using original and anaerobically-digested livestock wastewater

(2020) Gang Li et al.   CHEMOSPHERE

Estimating contributions of black and brown carbon to solar absorption from aethalometer and AERONET measurements in the highly polluted Kathmandu Valley, Nepal

(2020) Sang-Woo Kim et al.   ATMOSPHERIC RESEARCH

Reliable Solar Irradiance Forecasting Approach Based on Choquet Integral and Deep LSTMs

(2020) Mohamed Abdel-Nasser et al.   IEEE Transactions on Industrial Informatics

Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cites of queensland Australia

(2019) Sujan Ghimire et al.   JOURNAL OF CLEANER PRODUCTION

Machine learning regressors for solar radiation estimation from satellite data

(2019) L. Cornejo-Bueno et al.   SOLAR ENERGY

Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction

(2019) Ghimire et al.   Energies

Application of functional deep belief network for estimating daily global solar radiation: A case study in China

(2019) Haixiang Zang et al.   ENERGY

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia

(2018) Sancho Salcedo-Sanz et al.   APPLIED ENERGY

A Comparative Assessment of Predicting Daily Solar Radiation Using Bat Neural Network (BNN), Generalized Regression Neural Network (GRNN), and Neuro-Fuzzy (NF) System: A Case Study

(2018) Mohammad Lotfinejad et al.   Energies

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

(2018) Xiangyun Qing et al.   ENERGY

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

(2018) Sujan Ghimire et al.   REMOTE SENSING OF ENVIRONMENT

Prediction intervals for global solar irradiation forecasting using regression trees methods

(2018) Cyril Voyant et al.   RENEWABLE ENERGY

Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression

(2018) Muhammad Waseem Ahmad et al.   ENERGY

A Hybrid GA–MLPNN Model for One-Hour-Ahead Forecasting of the Global Horizontal Irradiance in Elizabeth City, North Carolina

(2018) Aydin Jadidi et al.   Energies

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

(2018) L. Benali et al.   RENEWABLE ENERGY

A novel approach for forecasting global horizontal irradiance based on sparse quadratic RBF neural network

(2017) He Jiang   ENERGY CONVERSION AND MANAGEMENT

ANFIS, SVM and ANN soft-computing techniques to estimate daily global solar radiation in a warm sub-humid environment

(2017) Victor H. Quej et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset

(2016) Ravinesh C. Deo et al.   APPLIED ENERGY

A novel soft computing framework for solar radiation forecasting

(2016) Mahmoud Ghofrani et al.   APPLIED SOFT COMPUTING

Short term solar irradiance forecasting using a mixed wavelet neural network

(2016) Vishal Sharma et al.   RENEWABLE ENERGY

A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

(2016) A. Aybar-Ruiz et al.   SOLAR ENERGY

Probabilistic forecasting of the solar irradiance with recursive ARMA and GARCH models

(2016) M. David et al.   SOLAR 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

Modelling solar radiation reached to the Earth using ANFIS, NN-ARX, and empirical models (Case studies: Zahedan and Bojnurd stations)

(2015) Jamshid Piri et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Review and statistical analysis of different global solar radiation sunshine models

(2015) Milan Despotovic et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term irradiance forecastability for various solar micro-climates

(2015) Hugo T.C. Pedro et al.   SOLAR ENERGY

A support vector machine–firefly algorithm-based model for global solar radiation prediction

(2015) Lanre Olatomiwa et al.   SOLAR ENERGY

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

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

Prediction of Daily Global Solar Irradiation Using Temporal Gaussian Processes

(2014) Sancho Salcedo-Sanz et al.   IEEE Geoscience and Remote Sensing Letters

A review of validation methodologies and statistical performance indicators for modeled solar radiation data: Towards a better bankability of solar projects

(2014) Christian A. Gueymard   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Daily global solar radiation prediction based on a hybrid Coral Reefs Optimization – Extreme Learning Machine approach

(2014) S. Salcedo-Sanz et al.   SOLAR ENERGY

Short-term solar irradiance forecasting using exponential smoothing state space model

(2013) Zibo Dong et al.   ENERGY

Hydropower development in Nepal

(2013) Raj Hari Sharma et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Evaluation of support vector machine for estimation of solar radiation from measured meteorological variables

(2013) Ji-Long Chen et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Estimation of daily average values of the Ångström turbidity coefficient β using a Corrected Yang Hybrid Model

(2012) Germán Salazar et al.   RENEWABLE ENERGY

Hourly solar irradiance time series forecasting using cloud cover index

(2012) Dazhi Yang et al.   SOLAR ENERGY

Guidelines on validation procedures for meteorological data from automatic weather stations

(2011) J. Estévez et al.   JOURNAL OF HYDROLOGY

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Application of the diagonal recurrent wavelet neural network to solar irradiation forecast assisted with fuzzy technique

(2008) Jiacong Cao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Predicting solar radiation at high resolutions: A comparison of time series forecasts

(2008) Gordon Reikard   SOLAR ENERGY

Estimation of monthly average daily global solar irradiation using artificial neural networks

(2007) J. Mubiru et al.   SOLAR ENERGY