Machine learning on sustainable energy: A review and outlook on renewable energy systems, catalysis, smart grid and energy storage

Author:

Rangel-Martinez Daniel,Nigam K.D.P.,Ricardez-Sandoval Luis A.

Publisher

Elsevier BV

Subject

General Chemical Engineering,General Chemistry

Reference244 articles.

1. Utilisation of machine learning algorithms for the prediction of syngas composition from biomass bio-oil steam reforming;Adeniyi;Int. J. Sustain. Energy,2020

2. Predictive modelling for solar thermal energy systems: a comparison of support vector regression, random forest, extra trees and regression trees;Ahmad;J. Clean. Prod.,2018

3. Predicting reaction performance in C–N cross-coupling using machine learning;Ahneman;Science,2018

4. Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques;Akhter;IET Renew. Power Gener.,2019

5. Deep neural networks for energy load forecasting;Amarasinghe,2017

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