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Estimation of the flow rate of pyrolysis gasoline, ethylene, and propylene in an industrial olefin plant using machine learning approaches

Light olefins, as the backbone of the chemical and petrochemical industries, are produced mainly via steam cracking route. Prediction the of effects of operating variables on the product yield distribution through the mechanistic approaches is complex and requires long time. While increasing in the...

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Detalles Bibliográficos
Autores principales: Abdi, Jafar, Mazloom, Golshan, Hadavimoghaddam, Fahimeh, Hemmati-Sarapardeh, Abdolhossein, Esmaeili-Faraj, Seyyed Hamid, Bolhasani, Akbar, Karamian, Soroush, Hosseini, Shahin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462638/
https://www.ncbi.nlm.nih.gov/pubmed/37640807
http://dx.doi.org/10.1038/s41598-023-41273-4