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Salçuk K, Şahin C. A novel multi-objective optimization model for sustainable supply chain network design problem in closed-loop supply chains. Neural Comput Appl 2022. [DOI: 10.1007/s00521-022-07668-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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2
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Lee Y, Pinto JM, Papageorgiou LG. Optimisation Frameworks for Integrated Planning with Allocation of Transportation Resources for Industrial Gas Supply Chains. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107897] [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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3
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Mina D, Hadi S, Jalal A. The incorporated environmental policies and regulations into bioenergy supply chain management: A literature review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 820:153202. [PMID: 35063527 DOI: 10.1016/j.scitotenv.2022.153202] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/11/2022] [Accepted: 01/13/2022] [Indexed: 06/14/2023]
Abstract
Bioenergy, a means to reach a sustainable economy, is being driven by governments by devising incremental regulations and more instrumental policies in parallel. These constant-changing regulations bring uncertainty to bioenergy supply chain optimization problems. An increasing number of recent studies on bioenergy supply chain optimization addressing environmental concerns have highlighted the need for an overview indispensable. The purpose of this paper is to present a review of the incorporated policies and regulations and to examine whether constraints or targets set by governments are fully met in optimizing of bioenergy supply chains. To this end, first, bioenergy policies and regulations enacted in the EU, the global leader in the energy transition, as a benchmark are reviewed based on the bioenergy supply chain steps. Then, the optimization problems employing policies and regulations are classified and discussed. The review reveals visible gaps between what policies demand and what is proposed in the literature, and underpin the regulations which need to be considered in future work. Examination of the literature also suggests that a globally drawn standard may lead to better bioenergy supply chain development considering other green energy developments. Our key finds are.
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Affiliation(s)
- Daneshmandi Mina
- School of Industrial Engineering at Iran University of Science and Technology, Iran
| | - Sahebi Hadi
- School of Industrial Engineering at Iran University of Science and Technology, Iran.
| | - Ashayeri Jalal
- TIAS - School for Business & Society, Tilburg University, Utrecht Campus, the Netherlands.
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4
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Sustainable synthesis of integrated process, water treatment, energy supply, and CCUS networks under uncertainty. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2021.107636] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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5
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Incorporating Environmental Perspective in Integrated Strategic-Tactical Economic Optimization Model of Biomass-to-Biofuel Supply Chain—A Real Case Study in Ethiopia. Processes (Basel) 2021. [DOI: 10.3390/pr9111879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Several optimization models, which consider economic and environmental perspectives, have been developed recently to support the sustainable biomass-to-biofuel supply chain (BBSC) design. All of the economic-environmental optimization models rely on solving long-term planning problems with a conventional hierarchical approach, where tactical decisions are made based on the optimal strategic decisions from the strategic-level model, despite it arousing non-optimal solutions. Moreover, almost all of them have used non-monetary-based environmental indicators, which result in difficulties with clarity when comparing with economic objectives. Therefore, in this work, an effort is made to develop a more reliable planning strategy that offers optimal strategic and tactical decisions simultaneously and maximizes the economic and environmental benefits. Furthermore, the environmental performance of the BBSC has been assessed in terms of monetary value by adopting an ecocost approach after performing an LCA on the system. The integrated model is applied in the real biofuel sector of Ethiopia to optimize the country’s bioethanol and biodiesel supply chain over a 20-year horizon. Despite the abrupt rise in the model size, with it being a real countrywide case with many variables and large quantities of data, an alternative semi-heuristic method that offers a feasible solution to the multi-objective problem is provided.
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6
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Designing and planning of Ethiopia's biomass-to-biofuel supply chain through integrated strategic-tactical optimization model considering economic dimension. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107425] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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7
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Liu B, Yuan Z. Multistage Distributionally Robust Design of a Renewable Source Processing Network under Uncertainty. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00446] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Botong Liu
- The State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Zhihong Yuan
- The State Key Laboratory of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
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8
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Novel resilient-sustainable strategies for second-generation biofuel network design considering Neem and Eruca Sativa under hybrid stochastic fuzzy robust approach. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.107073] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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9
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Zahraee SM, Shiwakoti N, Stasinopoulos P. A Review on Water-Energy-Greenhouse Gas Nexus of the Bioenergy Supply and Production System. ACTA ACUST UNITED AC 2020. [DOI: 10.1007/s40518-020-00147-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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10
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Tian X, Meyer T, Lee H, You F. Sustainable design of geothermal energy systems for electric power generation using life cycle optimization. AIChE J 2019. [DOI: 10.1002/aic.16898] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Xueyu Tian
- Robert Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University Ithaca New York
| | - Taylor Meyer
- Robert Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University Ithaca New York
| | - Hannah Lee
- School of Operations Research and Information Engineering, Cornell University Ithaca New York
| | - Fengqi You
- Robert Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University Ithaca New York
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Optimal Design of Bioenergy Supply Chains Considering Social Benefits: A Case Study in Northeast China. Processes (Basel) 2019. [DOI: 10.3390/pr7070437] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Bioenergy supply chains can offer social benefits. In most related research, the total number of created jobs is used as the indicator of social benefits. Only a few of them quantify social benefits considering the different impact of economic activities in different locations. In this paper, a new method of measuring the social benefits of bioethanol supply chains is proposed that considers job creation, biomass purchase, and the different impacts of economic activities in different locations. A multi-objective mixed integer linear programming (MILP) model is developed to address the optimal design of a bioethanol supply chain that maximizes both economic and social benefits. The ε-constraint method is employed to solve the model and a set of Pareto-optimal solutions is obtained that shows the relationship between the two objectives. The developed model is applied to case studies in Liaoning Province in Northeast China. Actual data are collected as practical as possible for the feasibility and effectiveness of the results. The results show that the bioethanol supply chain can bring about both economic and social benefits in the given area and offers governments a better and more efficient way to create social benefits. The effect of the government subsidy on enterprises’ decisions about economic and social benefits is discussed.
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13
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Babazadeh R, Ghaderi H, Pishvaee MS. A benders-local branching algorithm for second-generation biodiesel supply chain network design under epistemic uncertainty. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2019.01.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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14
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Mousavi Ahranjani P, Ghaderi SF, Azadeh A, Babazadeh R. Hybrid Multiobjective Robust Possibilistic Programming Approach to a Sustainable Bioethanol Supply Chain Network Design. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b02869] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
| | - Seyed Farid Ghaderi
- School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran
| | - Ali Azadeh
- School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran
| | - Reza Babazadeh
- Faculty of Engineering, Urmia University, Urmia, West Azerbaijan Province, Iran
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15
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A goal programming model for a sustainable biomass supply chain network. INTERNATIONAL JOURNAL OF ENERGY SECTOR MANAGEMENT 2017. [DOI: 10.1108/ijesm-09-2017-0002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The design of a biomass supply chain is a problem where multiple stakeholders with often conflicting objectives are involved. To accommodate the aspects stakeholder, the supply chain design should incorporate multiple objectives. In addition to the supply chain design, the management of energy from biomass is a demanding task, as the operation of production of biomass products needs to be aligned with the rest of the operations of the biomass supply chain. The purpose of the paper is to propose a mathematical framework for the optimal design of biomass supply chain.
Design/methodology/approach
An integrated mathematical framework that models biomass production, transportation and warehousing throughout the nodes of a biomass supply chain is presented. Owing to conflicting objectives, weights are imposed on each aspect, and a 0-1 weighted goal programming mixed-integer linear programming (WGP MILP) programming model is formulated and used for all possible weight representations under environmental, economic and social criteria.
Findings
The results of the study show that emphasis on the environmental aspect, expressed with high values in the environmental criterion, significantly reduces the level of CO2 emissions derived from the transportation of biomass through the various nodes of the supply chain. Environmental and economic criteria seem to be moving in the same direction for high weight values in the corresponding aspect. From the results, social criterion seems to move to the opposite direction from environmental and economic criteria.
Originality/value
An integrated mathematical framework is presented modeling biomass production, transportation and warehousing. To the best of the authors’ knowledge, such a model that integrates multiple objectives with supply chain design has not yet been published.
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Modeling framework and computational algorithm for hedging against uncertainty in sustainable supply chain design using functional-unit-based life cycle optimization. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.05.021] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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17
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Biorefineries and the food, energy, water nexus — towards a whole systems approach to design and planning. Curr Opin Chem Eng 2017. [DOI: 10.1016/j.coche.2017.08.003] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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18
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Design and optimization of shale gas energy systems: Overview, research challenges, and future directions. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.01.032] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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19
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Allman A, Daoutidis P, Tiffany D, Kelley S. A framework for ammonia supply chain optimization incorporating conventional and renewable generation. AIChE J 2017. [DOI: 10.1002/aic.15838] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Andrew Allman
- 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
| | - Douglas Tiffany
- Dept. of Applied Economics; University of Minnesota; Saint Paul MN 55108
| | - Stephen Kelley
- Humphrey School of Public Affairs; University of Minnesota; Minneapolis MN 55455
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20
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Wheeler J, Caballero J, Ruiz-Femenia R, Guillén-Gosálbez G, Mele F. MINLP-based Analytic Hierarchy Process to simplify multi-objective problems: Application to the design of biofuels supply chains using on field surveys. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2016.10.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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21
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Gong J, You F. Optimal processing network design under uncertainty for producing fuels and value-added bioproducts from microalgae: Two-stage adaptive robust mixed integer fractional programming model and computationally efficient solution algorithm. AIChE J 2016. [DOI: 10.1002/aic.15370] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Jian Gong
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
| | - Fengqi You
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
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22
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Dowling AW, Ruiz-Mercado G, Zavala VM. A framework for multi-stakeholder decision-making and conflict resolution. Comput Chem Eng 2016. [DOI: 10.1016/j.compchemeng.2016.03.034] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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23
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Yue D, You F. Optimal supply chain design and operations under multi-scale uncertainties: Nested stochastic robust optimization modeling framework and solution algorithm. AIChE J 2016. [DOI: 10.1002/aic.15255] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Dajun Yue
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
| | - Fengqi You
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
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24
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Copado-Méndez PJ, Pozo C, Guillén-Gosálbez G, Jiménez L. Enhancing the ϵ-constraint method through the use of objective reduction and random sequences: Application to environmental problems. Comput Chem Eng 2016. [DOI: 10.1016/j.compchemeng.2015.12.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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25
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Cambero C, Sowlati T, Pavel M. Economic and life cycle environmental optimization of forest-based biorefinery supply chains for bioenergy and biofuel production. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2015.10.040] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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26
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Bairamzadeh S, Pishvaee MS, Saidi-Mehrabad M. Multiobjective Robust Possibilistic Programming Approach to Sustainable Bioethanol Supply Chain Design under Multiple Uncertainties. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b02875] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Samira Bairamzadeh
- School
of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran
| | - Mir Saman Pishvaee
- School
of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran
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27
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28
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Affiliation(s)
- Rebecca J. Hanes
- William G. Lowrie Dept. of Chemical and Biomolecular Engineering; The Ohio State University; Columbus OH 43210
| | - Bhavik R. Bakshi
- William G. Lowrie Dept. of Chemical and Biomolecular Engineering; The Ohio State University; Columbus OH 43210
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29
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Life Cycle Network Modeling Framework and Solution Algorithms for Systems Analysis and Optimization of the Water-Energy Nexus. Processes (Basel) 2015. [DOI: 10.3390/pr3030514] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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30
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Gao J, You F. Optimal design and operations of supply chain networks for water management in shale gas production: MILFP model and algorithms for the water-energy nexus. AIChE J 2014. [DOI: 10.1002/aic.14705] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Jiyao Gao
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208 USA
| | - Fengqi You
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208 USA
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31
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Garcia DJ, You F. Multiobjective optimization of product and process networks: General modeling framework, efficient global optimization algorithm, and case studies on bioconversion. AIChE J 2014. [DOI: 10.1002/aic.14666] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Daniel J. Garcia
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
| | - Fengqi You
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
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32
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33
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Singh A, Chu Y, You F. Biorefinery Supply Chain Network Design under Competitive Feedstock Markets: An Agent-Based Simulation and Optimization Approach. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5020519] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Akansha Singh
- Department of Chemical & Biological Engineering, Northwestern University, Evanston, Illinois 60201, United States
| | - Yunfei Chu
- Department of Chemical & Biological Engineering, Northwestern University, Evanston, Illinois 60201, United States
| | - Fengqi You
- Department of Chemical & Biological Engineering, Northwestern University, Evanston, Illinois 60201, United States
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34
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Tong K, You F, Rong G. Robust design and operations of hydrocarbon biofuel supply chain integrating with existing petroleum refineries considering unit cost objective. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.05.003] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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35
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Yue D, You F. Fair profit allocation in supply chain optimization with transfer price and revenue sharing: MINLP model and algorithm for cellulosic biofuel supply chains. AIChE J 2014. [DOI: 10.1002/aic.14511] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Dajun Yue
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
| | - Fengqi You
- Dept. of Chemical and Biological Engineering; Northwestern University; Evanston IL 60208
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