Machine Learning-Based Modeling and Optimization Analysis for an Integrated Industrial Base Oil Production Complex-Reference-Cited by-同舟云学术

Machine Learning-Based Modeling and Optimization Analysis for an Integrated Industrial Base Oil Production Complex

Published:2023-11-14 Issue:47 Volume:62 Page:20280-20299
ISSN:0888-5885
Container-title:Industrial & Engineering Chemistry Research
language:en
Short-container-title:Ind. Eng. Chem. Res.

Author:

Mohd fadzil Muhamad Amir¹,Razali Adi Aizat¹,Zabiri Haslinda²³^ORCID

Affiliation:

1. Group Research & Technology, PETRONAS, Kawasan Institusi Bangi, Kajang, Selangor 43000, Malaysia

2. CO2RES, Institute of Contaminant Management (ICM), Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 32610 Perak, Malaysia

3. Chemical Engineering Department, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 32610 Perak, Malaysia

Funder

Universiti Teknologi Petronas

Publisher

American Chemical Society (ACS)

Subject

Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.iecr.3c02537

Reference31 articles.

1. Wheeler, G. US Base Oil Price Report. 2021, https://www.lubesngreases.com/lubereport-americas/4_8/u-s-base-oil-price-report-126 (accessed Jan 11, 2023).

2. Lam, R.; Horesh, L.; Avron, H.; Willcox, K. Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling. 2017, arXiv:1711.04374v1.

3. Building useful models of complex reaction systems in petroleum refining

4. A lumping and reaction scheme for catalytic cracking

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