Optimization of biodiesel production from oil using a novel green catalyst via development of a predictive model

Optimization of biodiesel production from oil using a novel green catalyst via development of a predictive model

This study provides a machine learning (ML) modeling method for predicting the production of biodiesel from palm oil through transesterification process. The ensemble decision tree-based algorithms including AdaBoost Regression Tree (ADA + RT), Extra Trees, and Gradient Boosting Regression Tree (GBR...

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Bibliographic Details
Main Authors: Ping Liu, Yulan Zhang
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Arabian Journal of Chemistry
Subjects:
Transesterification
Biodiesel production
Machine learning
Modeling
Optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S1878535223002472

Internet

http://www.sciencedirect.com/science/article/pii/S1878535223002472

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