Theo dơi
Dr. SUJAN GHIMIRE
Dr. SUJAN GHIMIRE
University of Southern Queensland
Email được xác minh tại johndeere.com
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
S Ghimire, RC Deo, N Raj, J Mi
Applied Energy 253, 113541, 2019
3302019
Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
S Ghimire, RC Deo, NJ Downs, N Raj
Journal of cleaner production 216, 288-310, 2019
1822019
Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
S Ghimire, ZM Yaseen, AA Farooque, RC Deo, J Zhang, X Tao
Scientific Reports 11 (1), 17497, 2021
1552021
An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia
S Salcedo-Sanz, RC Deo, L Cornejo-Bueno, C Camacho-Gómez, ...
Applied Energy 209, 79-94, 2018
932018
Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric …
S Ghimire, RC Deo, NJ Downs, N Raj
Remote Sensing of Environment 212, 176-198, 2018
832018
Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation …
S Ghimire, RC Deo, N Raj, J Mi
Renewable and Sustainable Energy Reviews 113, 109247, 2019
812019
Deep learning neural networks trained with MODIS satellite-derived predictors for long-term global solar radiation prediction
S Ghimire, RC Deo, N Raj, J Mi
Energies 12 (12), 2407, 2019
792019
Stacked LSTM sequence-to-sequence autoencoder with feature selection for daily solar radiation prediction: a review and new modeling results
S Ghimire, RC Deo, H Wang, MS Al-Musaylh, D Casillas-Pérez, ...
Energies 15 (3), 1061, 2022
622022
Machine learning regression and classification methods for fog events prediction
C Castillo-Botón, D Casillas-Pérez, C Casanova-Mateo, S Ghimire, ...
Atmospheric Research 272, 106157, 2022
602022
Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz
Applied Energy 316, 119063, 2022
492022
Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model
S Ghimire, T Nguyen-Huy, RC Deo, D Casillas-Perez, S Salcedo-Sanz
Sustainable Materials and Technologies 32, e00429, 2022
482022
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia
S Ghimire, B Bhandari, D Casillas-Perez, RC Deo, S Salcedo-Sanz
Engineering Applications of Artificial Intelligence 112, 104860, 2022
482022
Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
S Ghimire, RC Deo, D Casillas-Pérez, S Salcedo-Sanz, E Sharma, M Ali
Measurement 202, 111759, 2022
412022
Improved complete ensemble empirical mode decomposition with adaptive noise deep residual model for short-term multi-step solar radiation prediction
S Ghimire, RC Deo, D Casillas-Perez, S Salcedo-Sanz
Renewable Energy 190, 408-424, 2022
302022
Hybrid convolutional neural network-multilayer perceptron model for solar radiation prediction
S Ghimire, T Nguyen-Huy, R Prasad, RC Deo, D Casillas-Pérez, ...
Cognitive Computation 15 (2), 645-671, 2023
232023
Deep multi-stage reference evapotranspiration forecasting model: Multivariate empirical mode decomposition integrated with the boruta-random forest algorithm
WJMLP Jayasinghe, RC Deo, A Ghahramani, S Ghimire, N Raj
IEEE Access 9, 166695-166708, 2021
232021
A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
S Ghimire, T Nguyen-Huy, MS AL-Musaylh, RC Deo, D Casillas-Pérez, ...
Energy 275, 127430, 2023
212023
Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data
WJMLP Jayasinghe, RC Deo, A Ghahramani, S Ghimire, N Raj
Journal of Hydrology 607, 127534, 2022
162022
Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model
RC Deo, S Ghimire, NJ Downs, N Raj
Handbook of Research on Predictive Modeling and Optimization Methods in …, 2018
162018
Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory …
RC Deo, RH Grant, A Webb, S Ghimire, DP Igoe, NJ Downs, ...
Stochastic Environmental Research and Risk Assessment 36 (10), 3183-3220, 2022
132022
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