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1
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Su L, Bernal DE, Grossmann IE, Tang L. Modeling for Integrated Refinery Planning with Crude-oil Scheduling. Chem Eng Res Des 2023. [DOI: 10.1016/j.cherd.2023.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
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2
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Gao J, Liu L, Dong Y, Zhang L, Zhuang Y, Du J. Stochastic programming-based mathematical model and solution strategy for chemical production scheduling with processing time uncertainty. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.108043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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3
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Discrete-time and continuous-time scheduling approaches for crane-assisted pipeless process plants. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.108130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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4
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Li D, Rakovitis N, Zheng T, Pan Y, Li J, Kopanos G. Novel Multiple Time-grid Continuous-time Mathematical Formulation for Short-term Scheduling of Multipurpose Batch Plants. Ind Eng Chem Res 2022; 61:16093-16111. [PMCID: PMC9634804 DOI: 10.1021/acs.iecr.2c01363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 09/16/2022] [Accepted: 09/27/2022] [Indexed: 11/07/2022]
Affiliation(s)
- Dan Li
- Centre for Process Integration, Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Nikolaos Rakovitis
- Centre for Process Integration, Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Taicheng Zheng
- Centre for Process Integration, Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Yueting Pan
- Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Jie Li
- Centre for Process Integration, Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Giorgos Kopanos
- Flexciton Limited, 145 City Rd, Hoxton, London EC1V 1AZ, U.K
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5
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Misra S, Buttazoni LR, Avadiappan V, Lee H, Yang M, Maravelias CT. CProS: A Web-Based Application for Chemical Production Scheduling. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107895] [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]
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6
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Mauro da Silva Neiro S, de Faria ÉV, Murata VV. MILP Continuous-Time Production Scheduling Approaches for the Phosphate Fertilizer Industry. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04829] [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]
Affiliation(s)
- Sérgio Mauro da Silva Neiro
- School of Chemical Engineering, Federal University of Uberlândia─UFU, Av. João Náves de Ávila, 2121─Campus Santa Mônica, Bloco 1K225, 38408-144 Uberlândia, Minas Gerais, Brazil
| | - Érica Victor de Faria
- School of Chemical Engineering, Federal University of Uberlândia─UFU, Av. João Náves de Ávila, 2121─Campus Santa Mônica, Bloco 1K225, 38408-144 Uberlândia, Minas Gerais, Brazil
| | - Valéria Viana Murata
- School of Chemical Engineering, Federal University of Uberlândia─UFU, Av. João Náves de Ávila, 2121─Campus Santa Mônica, Bloco 1K225, 38408-144 Uberlândia, Minas Gerais, Brazil
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7
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Croft J, Alam MN, Jakata N, Srinivasan B, Srinivasan R, Majozi T. Synthesis of an Optimal Schedule and Water Network for a Multipurpose Multiproduct Textile Industry through a Sequential MILP-NLP Technique. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c02661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Joel Croft
- NRF/DST Chair in Sustainable Process Engineering, School of Chemical and Metallurgical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Johannesburg 2000, South Africa
| | - Md Nasre Alam
- Discipline of Chemical Engineering, Indian Institute of Technology, Gandhinagar 382355, India
| | - Nyasha Jakata
- NRF/DST Chair in Sustainable Process Engineering, School of Chemical and Metallurgical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Johannesburg 2000, South Africa
| | - Babji Srinivasan
- Department of Applied Mechanics, Indian Institute of Technology, Madras 600036, India
| | - Rajagopalan Srinivasan
- Department of Chemical Engineering, Indian Institute of Technology, Madras 600036, India
| | - Thokozani Majozi
- NRF/DST Chair in Sustainable Process Engineering, School of Chemical and Metallurgical Engineering, University of the Witwatersrand, 1 Jan Smuts Avenue, Johannesburg 2000, South Africa
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8
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Klanke C, Yfantis V, Corominas F, Engell S. Short-term scheduling of make-and-pack processes in the consumer goods industry using discrete-time and precedence-based MILP models. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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9
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Ge C, Yuan Z. Production scheduling for the reconfigurable modular pharmaceutical manufacturing processes. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107346] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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10
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Optimal production planning and scheduling in breweries. FOOD AND BIOPRODUCTS PROCESSING 2021. [DOI: 10.1016/j.fbp.2020.11.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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11
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Misra S, Kapadi M, Gudi RD. Hybrid Time-Based Framework for Maritime Inventory Routing Problem. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c03186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Shamik Misra
- Chemical Engineering Department, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Mangesh Kapadi
- Praxair India Private Limited, Bangalore, Karnataka 560103, India
| | - Ravindra D. Gudi
- Chemical Engineering Department, Indian Institute of Technology Bombay, Mumbai 400076, India
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12
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Burnak B, Pistikopoulos EN. Integrated process design, scheduling, and model predictive control of batch processes with closed‐loop implementation. AIChE J 2020. [DOI: 10.1002/aic.16981] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Baris Burnak
- Artie McFerrin Department of Chemical Engineering Texas A&M University College Station Texas USA
- Texas A&M Energy Institute Texas A&M University College Station College Station Texas USA
| | - Efstratios N. Pistikopoulos
- Artie McFerrin Department of Chemical Engineering Texas A&M University College Station Texas USA
- Texas A&M Energy Institute Texas A&M University College Station College Station Texas USA
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13
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Combining the advantages of discrete- and continuous-time scheduling models: Part 3. General algorithm. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106848] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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14
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Stevenson Z, Fukasawa R, Ricardez-Sandoval L. A Dynamic Approach to Selecting Time Points for Short-Term Scheduling with Application to Multipurpose Facilities. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Zachariah Stevenson
- Department of Combinatorics and Optimization, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Ricardo Fukasawa
- Department of Combinatorics and Optimization, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
| | - Luis Ricardez-Sandoval
- Department of Chemical Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
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15
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Gupta D, Maravelias CT. Framework for studying online production scheduling under endogenous uncertainty. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2019.106670] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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16
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17
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Lee H, Gupta D, Maravelias CT. Systematic generation of alternative production schedules. AIChE J 2020. [DOI: 10.1002/aic.16926] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Hojae Lee
- Department of Chemical and Biological EngineeringUniversity of Wisconsin‐Madison Madison Wisconsin
| | - Dhruv Gupta
- Department of Chemical and Biological EngineeringUniversity of Wisconsin‐Madison Madison Wisconsin
| | - Christos T. Maravelias
- Department of Chemical and Biological EngineeringUniversity of Wisconsin‐Madison Madison Wisconsin
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18
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Letsios D, Baltean-Lugojan R, Ceccon F, Mistry M, Wiebe J, Misener R. Approximation algorithms for process systems engineering. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2019.106599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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19
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Mostafaei H, Harjunkoski I. Continuous‐time scheduling formulation for multipurpose batch plants. AIChE J 2019. [DOI: 10.1002/aic.16804] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Hossein Mostafaei
- Department of Chemical and Metallurgical Engineering, School of Chemical Engineering Aalto University Espoo Finland
| | - Iiro Harjunkoski
- Department of Chemical and Metallurgical Engineering, School of Chemical Engineering Aalto University Espoo Finland
- ABB Corporate Research Germany Ladenburg Germany
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20
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Lee H, Maravelias CT. Combining the advantages of discrete- and continuous-time scheduling models: Part 2. systematic methods for determining model parameters. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2018.10.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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21
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Optimization-Based Scheduling for the Process Industries: From Theory to Real-Life Industrial Applications. Processes (Basel) 2019. [DOI: 10.3390/pr7070438] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Scheduling is a major component for the efficient operation of the process industries. Especially in the current competitive globalized market, scheduling is of vital importance to most industries, since profit margins are miniscule. Prof. Sargent was one of the first to acknowledge this. His breakthrough contributions paved the way to other researchers to develop optimization-based methods that can address a plethora of process scheduling problems. Despite the plethora of works published by the scientific community, the practical implementation of optimization-based scheduling in industrial real-life applications is limited. In most industries, the optimization of production scheduling is seen as an extremely complex task and most schedulers prefer the use of a simulation-based software or manual decision, which result to suboptimal solutions. This work presents a comprehensive review of the theoretical concepts that emerged in the last 30 years. Moreover, an overview of the contributions that address real-life industrial case studies of process scheduling is illustrated. Finally, the major reasons that impede the application of optimization-based scheduling are critically analyzed and possible remedies are discussed.
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22
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Distributed control and optimization of process system networks: A review and perspective. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.08.027] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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23
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Georgiadis GP, Kopanos GM, Karkaris A, Ksafopoulos H, Georgiadis MC. Optimal Production Scheduling in the Dairy Industries. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.8b05710] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Georgios P. Georgiadis
- Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
- Chemical Process and Energy Resources Institute (CPERI), Centre for Research and Technology Hellas (CERTH), P.O. Box 60361, 57001, Thessaloniki, Greece
| | - Georgios M. Kopanos
- Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | | | | | - Michael C. Georgiadis
- Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
- Chemical Process and Energy Resources Institute (CPERI), Centre for Research and Technology Hellas (CERTH), P.O. Box 60361, 57001, Thessaloniki, Greece
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24
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Allman A, Palys MJ, Daoutidis P. Scheduling‐informed optimal design of systems with time‐varying operation: A wind‐powered ammonia case study. AIChE J 2018. [DOI: 10.1002/aic.16434] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Andrew Allman
- Dept. of Chemical Engineering and Materials Science University of Minnesota Minneapolis MN, 55455
| | - Matthew J. Palys
- Dept. of Chemical Engineering and Materials Science University of Minnesota Minneapolis MN, 55455
| | - Prodromos Daoutidis
- Dept. of Chemical Engineering and Materials Science University of Minnesota Minneapolis MN, 55455
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25
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Song Y, Menezes BC, Garcia-Herreros P, Grossmann IE. Scheduling and Feed Quality Optimization of Concentrate Raw Materials in the Copper Refining Industry. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b01512] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Yingkai Song
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Brenno C. Menezes
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | | | - Ignacio E. Grossmann
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
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