Computer-aided multi-objective optimization integrated with multi-dimensional assessment for oil to chemical process

被引:0
|
作者
Zhou, Xin [1 ,2 ]
Zhang, Zhibo [3 ]
Shi, Huibing [4 ]
Zhao, Deming [4 ]
Wang, Yaowei [4 ]
Yan, Hao [3 ]
Zhao, Hui [3 ]
Liu, Yibin [3 ]
Luo, Haiyan [1 ,2 ]
Zhang, Weitao [1 ,2 ]
Chen, Xiaobo [3 ]
Wu, Lianying [1 ,2 ]
Yang, Chaohe [3 ]
机构
[1] Ocean Univ China, Key Lab Marine Chem Theory & Technol, Minist Educ, Qingdao 266100, Shandong, Peoples R China
[2] Ocean Univ China, Coll Chem & Chem Engn, Qingdao 266100, Shandong, Peoples R China
[3] China Univ Petr, State Key Lab Heavy Oil Proc, Qingdao 266580, Shandong, Peoples R China
[4] Shandong Chambroad Petrochem Co Ltd, Binzhou 256500, Peoples R China
来源
REACTION CHEMISTRY & ENGINEERING | 2024年 / 9卷 / 10期
基金
中国国家自然科学基金;
关键词
LIGHT CRUDE-OIL; LIFE-CYCLE ASSESSMENT; CATALYTIC CRACKING; OLEFINS; DESIGN; CHALLENGES;
D O I
10.1039/d4re00219a
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
With the upsurge in the proven exploitation of offshore oil and the anticipated deceleration of the consumption of auto fuels (gasoline and diesel), the technique of transforming oil into chemicals holds enormous promise to boost the upcoming industry transition. Herein, we propose a novel route for maximizing chemical production from offshore crude oil via a one-step process (OCOCC). The innovative patented two-stage riser reactor is capable of executing diverse refining scenarios. A multi-objective optimization strategy was employed to conduct molecular-level modeling procedures. Furthermore, the case study of integrated offshore green wind power and seawater desalination in the OCOCC process is also executed. The results indicated that the integrated OCOCC process could expeditiously convert offshore paraffin-based crude oil into ethene and propene beyond 40 wt% and highlight its outstanding financial, social, lifestyle, and ecological benefits. These observations could energetically influence technique enhancement, as well as optimization. Integrating offshore green wind power and seawater desalination for maximizing chemical production from offshore crude oil via a one-step process.
引用
收藏
页码:2794 / 2817
页数:24
相关论文
共 50 条
  • [1] Computer-aided multi-objective optimization in small molecule discovery
    Fromer, Jenna C.
    Coley, Connor W.
    PATTERNS, 2023, 4 (02):
  • [2] MOEA toolbox for computer aided multi-objective optimization
    Tan, KC
    Lee, TH
    Khoo, D
    Khor, EF
    Kannan, RS
    PROCEEDINGS OF THE 2000 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2000, : 38 - 45
  • [3] Multi-Objective Computer-Aided Molecular Design of Reactants and Products
    Dev, Vikrant A.
    Chemmangattuvalappil, Nishanth G.
    Eden, Mario R.
    26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT B, 2016, 38B : 2055 - 2060
  • [4] Computer-aided genetic algorithm based multi-objective optimization of laser trepan drilling
    Sanjay Kumar
    Avanish Kumar Dubey
    Arun Kumar Pandey
    International Journal of Precision Engineering and Manufacturing, 2013, 14 : 1119 - 1125
  • [5] Computer-Aided Genetic Algorithm Based Multi-Objective Optimization of Laser Trepan Drilling
    Kumar, Sanjay
    Dubey, Avanish Kumar
    Pandey, Arun Kumar
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2013, 14 (07) : 1119 - 1125
  • [6] Computer-aided intelligent design using deep multi-objective cooperative optimization algorithm
    Hao, Jingwei
    Luo, Senlin
    Pan, Limin
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 124 : 49 - 53
  • [7] Customized computer-aided application mapping on NoC infrastructure using multi-objective optimization
    Nedjah, Nadia
    Carvalho da Silva, Marcus Vinicius
    Mourelle, Luiza de Macedo
    JOURNAL OF SYSTEMS ARCHITECTURE, 2011, 57 (01) : 79 - 94
  • [8] An approach to distributed computer-aided process planning using multi-objective genetic algorithm
    Zhang, Wenqiang
    Gen, Mitsuo
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT LOGISTICS SYSTEMS, 2008, : 331 - 346
  • [9] MULTI-OBJECTIVE OPTIMIZATION BY MEANS OF MULTI-DIMENSIONAL MLP NEURAL NETWORKS
    Rafei, Majid
    Sorkhabi, Samin Ebrahim
    Mosavi, Mohammad Reza
    NEURAL NETWORK WORLD, 2014, 24 (01) : 31 - 56
  • [10] Inherently safer design and multi-objective optimization of extractive distillation process via computer-aided molecular design, thermal stability analysis, and multi-objective genetic algorithm
    Zhu, Jiaxing
    Hao, Lin
    Wei, Hongyuan
    PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2024, 182 : 188 - 196