详细信息
Modeling and Optimization of a Fractionation, Absorption, and Stabilization System in an Industrial Fluid Catalytic Cracking Process ( SCI-EXPANDED收录)
文献类型:期刊文献
中文题名:Modeling and Optimization of a Fractionation,Absorption,and Stabilization System in an Industrial Fluid Catalytic Cracking Process
英文题名:Modeling and Optimization of a Fractionation, Absorption, and Stabilization System in an Industrial Fluid Catalytic Cracking Process
作者:Long Jian[1];Jiang Siyi[1];Wang Wei[2];Zhang Feng[3];Han Jifei[2];Fan Chen[1]
机构:[1]East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;[2]SINOPEC Jiujiang Co, Jiujiang 332013, Peoples R China;[3]SINOPEC Res Inst Petr Proc, Beijing 100083, Peoples R China
年份:2022
卷号:24
期号:3
起止页码:117
中文期刊名:China Petroleum Processing & Petrochemical Technology
外文期刊名:CHINA PETROLEUM PROCESSING & PETROCHEMICAL TECHNOLOGY
收录:;Scopus;WOS:【SCI-EXPANDED(收录号:WOS:000870480600013)】;
基金:This work was supported by the National Key Research & Development Program -Intergovernmental International Science and Technology Innovation Cooperation Project (Grant No. 2021YFE0112800), National Natural Science Foundation of China (Grant Nos. 61973124, 61873093), the SINOPEC Research Program (Grant No. 119030-2) and Shanghai AI Lab.
语种:英文
中文关键词:fluid catalytic cracking;sequence quadratic program;process modeling;parameters identification;patternsearch method
外文关键词:fluid catalytic cracking; sequence quadratic program; process modeling; parameters identification; patternsearch method
摘要:Fluid catalytic cracking(FCC)is a vitally important refinery process.The fractionation,absorption,and stabilization system in the FCC process is a significant way to obtain key products,and its parameters will directly affect the quality of the products.In this work,using industrial data from an actual FCC process,a model of the FCC fractionation,absorption,and stabilization system was developed using process simulation software.The sequence quadratic program algorithm was then used to identify the parameters of each tower,increasing the accuracy of the simulation results.Next,using this improved model,a sensitivity analysis was performed to examine the effects of different operating conditions.The pattern-search method was then used to optimize the operating parameters of the system.The results showed that the optimized model has good prediction accuracy,and using the model,it was found that changing the operation parameters could result in a 1.84%improvement in economic benefits.As such,the developed model was demonstrated to be usefully applicable to the optimization of the process operation of an FCC fractionation,absorption,and stabilization system.
Fluid catalytic cracking (FCC) is a vitally important refinery process. The fractionation, absorption, and stabilization system in the FCC process is a significant way to obtain key products, and its parameters will directly affect the quality of the products. In this work, using industrial data from an actual FCC process, a model of the FCC fractionation, absorption, and stabilization system was developed using process simulation software. The sequence quadratic program algorithm was then used to identify the parameters of each tower, increasing the accuracy of the simulation results. Next, using this improved model, a sensitivity analysis was performed to examine the effects of different operating conditions. The pattern-search method was then used to optimize the operating parameters of the system. The results showed that the optimized model has good prediction accuracy, and using the model, it was found that changing the operation parameters could result in a 1.84% improvement in economic benefits. As such, the developed model was demonstrated to be usefully applicable to the optimization of the process operation of an FCC fractionation, absorption, and stabilization system.
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