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Selective Conversion of Ethanol and Acetaldehyde to 1,3-Butadiene Over Zr-HMS Catalysts. CATALYSIS SURVEYS FROM ASIA 2023. [DOI: 10.1007/s10563-023-09390-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
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Li M, Zhao L, Jin S, Li D, Huang J, Liu J. Process schemes of ethanol coupling to C4 olefins based on a genetic algorithm for back propagation neural network optimization. Heliyon 2022; 8:e12301. [PMID: 36578395 PMCID: PMC9791839 DOI: 10.1016/j.heliyon.2022.e12301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 09/06/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022] Open
Abstract
C4 olefin is an important feedstock for the chemical industry. Designing an effective and stable industrial process for preparing C4 olefin from renewable ethanol is crucial for further sustainable chemical production. In this study, a comprehensive evaluation system of an experimental scheme was constructed based on the Analytic Hierarchy Process/Entropy Weight Method-Technique for Order Preference by Similarity to Ideal Solution (AHP/EWM-TOPSIS) and Chemical production indicators. Using this evaluation system, a Back Propagation Neural Network (BPNN) based on a Genetic Algorithm (GA) was constructed after simulating C4 olefin production conditions using the Improved Mixed Congruential method. Subsequently, the production scheme with the highest evaluation score was determined when the temperature was not limited and when the temperature was lower than 350°C through a series of mathematical models. Overall, our mathematical models provide guidance for the commercial production of ethanol to butene and effectively reduce the risk of scaling up the chemical process to pilot or industrial scale.
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Affiliation(s)
- Minghan Li
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
- Panjin Campus, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
| | - Lingling Zhao
- Panjin Campus, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
| | - Shuo Jin
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
- Panjin Campus, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
| | - Danlu Li
- School of Life and Pharmaceutical Sciences, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
- Panjin Campus, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
| | - Jingyi Huang
- Panjin Campus, Dalian University of Technology, 2 Dagong Road, Panjin, Liaoning 124221, PR China
| | - Jiaxin Liu
- China Nuclear Power Engineering Co., Ltd., 117 North West Third Ring Road, Beijing 100840, PR China
- School of Chemical Engineering, Dalian University of Technology, 2 Linggong Road, Dalian, Liaoning 116024, PR China
- Corresponding author at: China Nuclear Power Engineering Co., Ltd., 117 North West Third Ring Road, Beijing 100840, PR China.
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Influence of active sites and the reaction conditions on the ethanol upgrading over Nb2O5/ZrO2 based multifunctional catalysts. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING 2022. [DOI: 10.1007/s43153-022-00287-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
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4
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Chen B, Xu Y, Xiong C, Rickard S, Boscoboinik JA, Jiang DE, Kidder M, Savara A. Mechanism for Acetone and Crotonaldehyde Production during Steam Reforming of Ethanol over La 0.7Sr 0.3MnO 3–x Perovskite: Evidence for a Shared C4 Aldol Addition Intermediate. ACS Catal 2022. [DOI: 10.1021/acscatal.2c00650] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Bo Chen
- Chemical Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6201, United States
| | - Yixin Xu
- Materials Science and Chemical Engineering Department, State University of New York at Stony Brook, Stony Brook, New York 11794, United States
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Chuanye Xiong
- Department of Chemical and Environmental Engineering, University of California, Riverside, California 92521, United States
| | - Shane Rickard
- Chemical Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6201, United States
- St. John Fisher College, Rochester, New York 14618, United States
| | - J. Anibal Boscoboinik
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - De-en Jiang
- Department of Chemical and Environmental Engineering, University of California, Riverside, California 92521, United States
- Department of Chemistry, University of California, Riverside, California 92521, United States
| | - Michelle Kidder
- Manufacturing Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6201, United States
| | - Aditya Savara
- Chemical Science Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831-6201, United States
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Larina OV, Kyriienko PI, Morozov OV, Obushenko TI, Tolstopalova NM, Soloviev SO. Influence of Modification of Zn-Mg(Zr)Si Oxide Systems by Sodium and Potassium on their Catalytic Properties in the Process of Obtaining 1,3-Butadiene from Ethanol. THEOR EXP CHEM+ 2022. [DOI: 10.1007/s11237-022-09714-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Influence of Acid–Base Characteristics of Hierarchical Cu/Zr-MTW Zeolites on their Catalytic Properties in 1,3-Butadiene Production from Ethanol–Water Mixtures. THEOR EXP CHEM+ 2022. [DOI: 10.1007/s11237-021-09703-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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7
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Reaction Mechanism of One-step Conversion of Ethanol to 1,3-Butadiene over Zn-Y/BEA and Superior Catalysts Screening. CHINESE J CHEM PHYS 2022. [DOI: 10.1063/1674-0068/cjcp2204078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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Kyriienko PI, Larina OV, Balakin DY, Vorokhta M, Khalakhan I, Sergiienko SA, Soloviev SO, Orlyk SM. The effect of lanthanum in Cu/La(-Zr)-Si oxide catalysts for aqueous ethanol conversion into 1,3-butadiene. MOLECULAR CATALYSIS 2022. [DOI: 10.1016/j.mcat.2021.112096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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9
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Influence of Copper and Silver on Catalytic Performance of MgO–SiO2 System for 1,3-Butadiene Production from Aqueous Ethanol. Catal Letters 2021. [DOI: 10.1007/s10562-021-03704-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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10
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Zhang M, Li R, Wu Y, Yu Y. Mechanistic Insights into the Meerwein–Ponndorf–Verley Reaction and Relative Side Reactions over MgO in the Process of Ethanol to 1,3-Butadiene: A DFT Study. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c05915] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Minhua Zhang
- Key Laboratory for Green Chemical Technology of Ministry of Education, R&D Center for Petrochemical Technology, Tianjin University, Tianjin 300072, People’s Republic of China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, People’s Republic of China
| | - Ruishen Li
- Key Laboratory for Green Chemical Technology of Ministry of Education, R&D Center for Petrochemical Technology, Tianjin University, Tianjin 300072, People’s Republic of China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, People’s Republic of China
| | - Yufei Wu
- Key Laboratory for Green Chemical Technology of Ministry of Education, R&D Center for Petrochemical Technology, Tianjin University, Tianjin 300072, People’s Republic of China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, People’s Republic of China
| | - Yingzhe Yu
- Key Laboratory for Green Chemical Technology of Ministry of Education, R&D Center for Petrochemical Technology, Tianjin University, Tianjin 300072, People’s Republic of China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin 300072, People’s Republic of China
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Catalytic Properties of ZnLaZrSi-Oxide Systems in the Process of Obtaining 1,3-Butadiene from Ethanol–Aqueous Mixtures. THEOR EXP CHEM+ 2020. [DOI: 10.1007/s11237-020-09662-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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