Feasibility of the Optimal Design of AI-Based Models Integrated with Ensemble Machine Learning Paradigms for Modeling the Yields of Light Olefins in Crude-to-Chemical Conversions-Reference-Cited by-同舟云学术

Feasibility of the Optimal Design of AI-Based Models Integrated with Ensemble Machine Learning Paradigms for Modeling the Yields of Light Olefins in Crude-to-Chemical Conversions

Published:2023-10-18 Issue:43 Volume:8 Page:40517-40531
ISSN:2470-1343
Container-title:ACS Omega
language:en
Short-container-title:ACS Omega

Author:

Usman A. G.¹²,Tanimu Abdulkadir³^ORCID,Abba S. I.⁴,Isik Selin¹,Aitani Abdullah³^ORCID,Alasiri Hassan³⁵^ORCID

Affiliation:

1. Department of Analytical Chemistry, Faculty of Pharmacy, Near East University, TRNC, Mersin 10, 99138 Nicosia, Turkey

2. Operational Research Centre in Healthcare, Near East University, 99138 Nicosia, Turkish Republic of Northern Cyprus

3. Center for Refining and Advanced Chemicals, Research Institute, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia

4. Interdisciplinary Research Center for Membrane and Water Security, King Fahd University of Petroleum and Minerals, Dhahran 31261, Saudi Arabia

5. Department of Chemical Engineering, King Fahd University of Petroleum & Minerals, Dhahran 31261, Saudi Arabia

Funder

King Fahd University of Petroleum and Minerals

Publisher

American Chemical Society (ACS)

Subject

General Chemical Engineering,General Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acsomega.3c05227

Reference45 articles.

1. Nagpal, S. Crude Oil Conversion to Chemicals-IHS Markit Process Economics Program. 2021.

2. Produce petrochemicals directly from crude oil catalytic cracking, a techno-economic analysis and life cycle society-environment assessment

3. Petrochemical Market Size to Worth Around US$ 729 Bn by 2030 n.d. https://www.precedenceresearch.com/petrochemical-market (accessed December 30, 2021).

4. An Overview of Light Olefins Production via Steam Enhanced Catalytic Cracking

5. Catalytic Cracking of Crude Oil: Mini Review of Catalyst Formulations for Enhanced Selectivity to Light Olefins

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