Prediction of biocrude oil yields from hydrothermal liquefaction using a gradient tree boosting machine approach with principal component analysis

Prediction of biocrude oil yields from hydrothermal liquefaction using a gradient tree boosting machine approach with principal component analysis

Biomass can be converted to bio-fuels and bio-chemicals via many thermo-chemical conversion platforms such as hydrothermal liquefaction (HTL) which occurs at high temperature and pressure conditions. HTL can be used for converting wet or high moisture content biomass to biocrude oils effectively. Th...

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Bibliographic Details
Main Authors: Tossapon Katongtung, Thossaporn Onsree, Korrakot Yaibuathet Tippayawong, Nakorn Tippayawong
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Energy Reports
Subjects:
Biofuels
Clean energy
Dimensionality reduction
Hydrothermal reaction
Machine learning
Statistical analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723012222

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http://www.sciencedirect.com/science/article/pii/S2352484723012222

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