Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transform
Authors:
- Meysam AlizamirMAMeysam Alizamir
- Jalal ShiriJSJalal Shiri
- Ahmad Fakheri FardAFAhmad Fakheri Fard
- Sungwon KimSungwon Kim
- AliReza Docheshmeh GorgijAGAliReza Docheshmeh Gorgij
- Salim HeddamSalim Heddam
- Vijay P. SinghVSVijay P. Singh
Top Cited Papers
- 31 March 2023
- journal article
- research article
- Published by Elsevier in Engineering Applications of Artificial Intelligence
- Vol. 123
Abstract
No abstract availableKeywords
Funding Information
- University of Tabriz (2216)
This publication has 43 references indexed in Scilit:
- Modelling reference evapotranspiration using a new wavelet conjunction heuristic method: Wavelet extreme learning machine vs wavelet neural networksAgricultural and Forest Meteorology, 2018
- Optimizing connection weights in neural networks using the whale optimization algorithmSoft Computing, 2016
- Groundwater budget forecasting, using hybrid wavelet-ANN-GP modelling: a case study of Azarshahr Plain, East Azerbaijan, IranHydrology Research, 2016
- Comparison of artificial intelligence techniques via empirical equations for prediction of solar radiationComputers and Electronics in Agriculture, 2015
- Accurately predicting building energy performance using evolutionary multivariate adaptive regression splinesApplied Soft Computing, 2014
- Radar plots: a useful way for presenting multivariate health care dataJournal of Clinical Epidemiology, 2008
- Summarizing multiple aspects of model performance in a single diagramJournal of Geophysical Research: Atmospheres, 2001
- Box and Whisker Plots for Graphic Presentation of Audiometric Results of Conductive Hearing loss TreatmentOtolaryngology–Head and Neck Surgery, 1998
- Prepivoting to reduce level error of confidence setsBiometrika, 1987
- Decomposition of Hardy Functions into Square Integrable Wavelets of Constant ShapeSIAM Journal on Mathematical Analysis, 1984