Dr. SUJAN GHIMIRE
Dr. SUJAN GHIMIRE
University of Southern Queensland
Verified email at johndeere.com
Title
Cited by
Cited by
Year
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
502018
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
482019
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
472019
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
332018
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
182019
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
162019
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
32018
Predictive modelling of global solar radiation with artificial intelligence approaches using MODIS satellites and atmospheric reanalysis data for Australia
S Ghimire
University of Southern Queensland, 2019
2019
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