|
1
|
Linear Hybrid Models of Distillation Towers. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
|
|
2
|
Yoon YS, Jeong W, Kim J, Seok M, Park J, Bae J, Lee K, Lee JH. Development of inferential sensor and real-time optimizer for a vacuum distillation unit by recurrent neural network modeling of time series data. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.108039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
|
3
|
Li S, Zheng Y, Li S, Huang M. Mechanism-embedded Neural Network Modeling and Operation Optimization of a Distillation Unit with Varying Production Performance. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.04.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
|
4
|
|
|
5
|
Li F, Qian F, Du W, Yang M, Long J, Mahalec V. Refinery production planning optimization under crude oil quality uncertainty. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107361] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
|
6
|
Li F, Qian F, Yang M, Du W, Mahalec V. Product tri‐section based crude distillation unit model for refinery production planning and refinery optimization. AIChE J 2020. [DOI: 10.1002/aic.17115] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Fupei Li
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education East China University of Science and Technology Shanghai China
- Department of Chemical Engineering McMaster University Hamilton Ontario Canada
| | - Feng Qian
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education East China University of Science and Technology Shanghai China
| | - Minglei Yang
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education East China University of Science and Technology Shanghai China
| | - Wenli Du
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education East China University of Science and Technology Shanghai China
| | - Vladimir Mahalec
- Department of Chemical Engineering McMaster University Hamilton Ontario Canada
| |
Collapse
|
|
7
|
Franzoi RE, Menezes BC, Kelly JD, Gut JAW, Grossmann IE. Cutpoint Temperature Surrogate Modeling for Distillation Yields and Properties. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c02868] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Robert E. Franzoi
- Department of Chemical Engineering, University of São Paulo, São Paulo, Brazil
| | - Brenno C. Menezes
- Division of Engineering Management and Decision Sciences, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Jeffrey D. Kelly
- Industrial Algorithms Ltd., 15 St. Andrews Road, Toronto, Canada
| | - Jorge A. W. Gut
- Department of Chemical Engineering, University of São Paulo, São Paulo, Brazil
| | - Ignacio E. Grossmann
- Chemical Engineering Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213 United States
| |
Collapse
|
|
8
|
Demirhan CD, Boukouvala F, Kim K, Song H, Tso WW, Floudas CA, Pistikopoulos EN. An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.107007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
|
9
|
McBride K, Sanchez Medina EI, Sundmacher K. Hybrid Semi‐parametric Modeling in Separation Processes: A Review. CHEM-ING-TECH 2020. [DOI: 10.1002/cite.202000025] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Kevin McBride
- Max Planck Institute for Dynamics of Complex Technical Systems Sandtorstraße 1 39106 Magdeburg Germany
| | - Edgar Ivan Sanchez Medina
- Otto-von-Guericke University Magdeburg Chair for Process Systems Engineering Universitätsplatz 2 39106 Magdeburg Germany
| | - Kai Sundmacher
- Max Planck Institute for Dynamics of Complex Technical Systems Sandtorstraße 1 39106 Magdeburg Germany
- Otto-von-Guericke University Magdeburg Chair for Process Systems Engineering Universitätsplatz 2 39106 Magdeburg Germany
| |
Collapse
|
|
10
|
Li F, Qian F, Fan C, Mahalec V. Hinging Hyperplanes Crude Oil Mixing Model for Production Planning Optimization. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00124] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Fupei Li
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
| | - Feng Qian
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
| | - Chen Fan
- Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
| | - Vladimir Mahalec
- Department of Chemical Engineering, McMaster University, Hamilton, Ontario L8S 4L8, Canada
| |
Collapse
|
|
11
|
Wang X, Han D, Lin Y, Du W. Recent progress and challenges in process optimization: Review of recent work at ECUST. CAN J CHEM ENG 2018. [DOI: 10.1002/cjce.23250] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Xiaoqiang Wang
- Key Laboratory of Advanced Control and Optimization for Chemical Processes; East China University of Science and Technology, Ministry of Education; Shanghai 200237 China
| | - Dong Han
- Key Laboratory of Advanced Control and Optimization for Chemical Processes; East China University of Science and Technology, Ministry of Education; Shanghai 200237 China
| | - Yuefeng Lin
- Key Laboratory of Advanced Control and Optimization for Chemical Processes; East China University of Science and Technology, Ministry of Education; Shanghai 200237 China
| | - Wenli Du
- Key Laboratory of Advanced Control and Optimization for Chemical Processes; East China University of Science and Technology, Ministry of Education; Shanghai 200237 China
| |
Collapse
|
|
12
|
Cerdá J, Pautasso PC, Cafaro DC. Scheduling Multipipeline Blending Systems Supplying Feedstocks to Crude Oil Distillation Columns. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b02449] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jaime Cerdá
- INTEC (UNL - CONICET), Güemes 3450-3000, Santa Fe, Argentina
| | | | - Diego C. Cafaro
- INTEC (UNL - CONICET), Güemes 3450-3000, Santa Fe, Argentina
| |
Collapse
|
|
13
|
Wang X, Mahalec V, Qian F. Globally optimal dynamic real time optimization without model mismatch between optimization and control layer. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
|
14
|
Tominac P, Mahalec V. A game theoretic framework for petroleum refinery strategic production planning. AIChE J 2017. [DOI: 10.1002/aic.15644] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Philip Tominac
- Dept. of Chemical Engineering; McMaster University; Hamilton ON L8S 4L8 Canada
| | - Vladimir Mahalec
- Dept. of Chemical Engineering; McMaster University; Hamilton ON L8S 4L8 Canada
| |
Collapse
|