Kinetic model derived from machine learning for accurate prediction of microalgal hydrogen production via conversion from low thermally pre-treated palm kernel expeller waste

Ahmad Sobri, MZ; Khoo, KS; Sahrin, NT; Ardo, FM; Ansar, S; Hossain, MS; Kiatkittipong, W; Lin, Chu Xia; Ng, HS; Zaini, J; Bilad, MR; Lam, MK; Lim, JW

Kinetic model derived from machine learning for accurate prediction of microalgal hydrogen production via conversion from low thermally pre-treated palm kernel expeller waste

journal contribution

posted on 2023-10-03, 02:09 authored by MZ Ahmad Sobri, KS Khoo, NT Sahrin, FM Ardo, S Ansar, MS Hossain, W Kiatkittipong, Chu Xia LinChu Xia Lin, HS Ng, J Zaini, MR Bilad, MK Lam, JW Lim

Kinetic model derived from machine learning for accurate prediction of microalgal hydrogen production via conversion from low thermally pre-treated palm kernel expeller waste

History

Journal

Chemosphere

Volume

338

Article number

139526

Pagination

1-9

Location

Amsterdam, The Netherlands

ISSN

0045-6535

eISSN

1879-1298

Language

eng

Author URL

https://www.ncbi.nlm.nih.gov/pubmed/37459926

Publication classification

C1 Refereed article in a scholarly journal

Publisher

Elsevier

Publication URL

http://dx.doi.org/10.1016/j.chemosphere.2023.139526

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Keywords

Hydrogen Kinetics Machine learning Microalgae Modelling Net energy ratio

Kinetic model derived from machine learning for accurate prediction of microalgal hydrogen production via conversion from low thermally pre-treated palm kernel expeller waste

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