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Geroulis I, Kokossis A, Marcoulaki E. Ex‐Ante Optimal Design of Sustainable Phase Change Materials for Latent Heat Storage. CHEM-ING-TECH 2022. [DOI: 10.1002/cite.202200099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Ioannis Geroulis
- National Centre for Scientific Research “Demokritos” System Reliability and Industrial Safety Lab P.O. Box 60037 15310 Agia Paraskevi Greece
- National Technical University of Athens School of Chemical Engineering 15772 Zografou Greece
| | - Antonis Kokossis
- National Technical University of Athens School of Chemical Engineering 15772 Zografou Greece
| | - Effie Marcoulaki
- National Centre for Scientific Research “Demokritos” System Reliability and Industrial Safety Lab P.O. Box 60037 15310 Agia Paraskevi Greece
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Screening for New Efficient and Sustainable-by-Design Solvents to Assist the Extractive Fermentation of Glucose to Bioethanol Fuels. SEPARATIONS 2022. [DOI: 10.3390/separations9030060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The production of bioethanol fuels using extractive fermentation increases the efficiency of the bioconversion reaction by reducing the toxic product inhibition. The choice of appropriate solvents to remove the bioethanol product without inhibiting the fermentation is important to enable industrial scale application. This work applies computer-aided molecular design technologies to systematically screen a wide variety of candidate solvents to enhance the separation, also considering the microorganisms that perform the fermentation. The performance of the candidates was evaluated using a rigorous process simulator for extractive fermentation, assisted by functional group-contribution (QSPR/QSAR) models for the prediction of various solvent properties, including toxicity and life cycle impacts. The solvent designs generated through this approach can provide powerful insights on the kind of molecular structures and functionalities that satisfy the process objectives and constraints, as well the desired sustainability features.
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Soltani H. Isothermal and non-isothermal reactor network synthesis by combination of mathematical method and imperialist competitive algorithm. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.116617] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Gholizadeh Z, Soltani H, Javid M, Azar MS. A New Robust Approach for Reactor Network Synthesis by Combination of Mathematical Method and NSGAII. INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING 2020. [DOI: 10.1515/ijcre-2019-0090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
In this research, a simple procedure for synthesis of reactor network (RN) is presented. This method could find the best possible optimum solutions with high grantees for the synthesis of RN, which generally is kind of mixed integer nonlinear programming (MINLP) models. In this work, instead of solving the discrete and continuous variables simultaneously, (like MINLP problems), a combination of stochastic algorithm and mathematical methods (i. e. Non-dominated Sorting Genetic Algorithm II (NSGA II) + quasi LP (QLP)) has been used. The reason for using NSGA II is because of the possibility of considering several objective functions instead of a single function in obtaining RN synthesis solutions. This algorithm could provide several optimal structure of RNs as set of final optimal solutions by use of its operators. The isothermal RNs produced by NSGA II are sent to QLP model to compute the amount of objective functions. In the QLP model, whilst all continues variables of RN calculated with just using a linear and a non-linear equations set with outer search loop, their general objective functions are also calculated. Comparison the results with the references shows that the presented method is capable of producing better solutions, which, in some cases improvement of about one percent in concentration of the main material in the product and a decrease of 77 % of the residence time of the materials in the reactor system is observed.
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Besseris GJ. Synchronous screening-and-optimization of nano-engineered blood pressure-drop using rapid robust non-linear Taguchi profiling. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2019.03.035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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Papadopoulos AI, Seferlis P, Linke P. A framework for the integration of solvent and process design with controllability assessment. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2016.04.042] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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ŽivkoviĿ LA, NikaĿeviĿ NM. A method for reactor synthesis based on process intensification principles and optimization of superstructure consisting of phenomenological modules. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.07.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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9
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Soltani H, Shafiei S. Adiabatic reactor network synthesis using coupled genetic algorithm with quasi linear programming method. Chem Eng Sci 2015. [DOI: 10.1016/j.ces.2015.06.068] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Marcoulaki EC, Tsoutsias AV, Papazoglou IA. Design of Optimal Pipeline Systems Using Internal Corrosion Models and GIS Tools. Ind Eng Chem Res 2014. [DOI: 10.1021/ie500883g] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Eftychia C. Marcoulaki
- System Reliability and Industrial Safety Laboratory (SRISL), National Centre for Scientific Research “Demokritos”, Athens 15310, Greece
| | - Angelos V. Tsoutsias
- System Reliability and Industrial Safety Laboratory (SRISL), National Centre for Scientific Research “Demokritos”, Athens 15310, Greece
- Department of Physics, University of Patras, Patras 26504, Greece
| | - Ioannis A. Papazoglou
- System Reliability and Industrial Safety Laboratory (SRISL), National Centre for Scientific Research “Demokritos”, Athens 15310, Greece
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Marcoulaki EC, Papazoglou IA, Pixopoulou N. Integrated framework for the design of pipeline systems using stochastic optimisation and GIS tools. Chem Eng Res Des 2012. [DOI: 10.1016/j.cherd.2012.05.012] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Papadopoulos AI, Giannakoudis G, Seferlis P, Voutetakis S. Efficient Design under Uncertainty of Renewable Power Generation Systems Using Partitioning and Regression in the Course of Optimization. Ind Eng Chem Res 2012. [DOI: 10.1021/ie3005918] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Athanasios I. Papadopoulos
- Chemical and
Process Engineering
Research Institute (CPERI), Centre for Research and Technology Hellas (CERTH), P.O. Box 60361, Thermi-Thessaloniki
57001, Greece
| | - Garyfallos Giannakoudis
- Chemical and
Process Engineering
Research Institute (CPERI), Centre for Research and Technology Hellas (CERTH), P.O. Box 60361, Thermi-Thessaloniki
57001, Greece
| | - Panos Seferlis
- Department
of Mechanical Engineering, Aristotle University of Thessaloniki, P.O. Box 484,
54124 Thessaloniki, Greece
| | - Spyros Voutetakis
- Chemical and
Process Engineering
Research Institute (CPERI), Centre for Research and Technology Hellas (CERTH), P.O. Box 60361, Thermi-Thessaloniki
57001, Greece
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Kokossis AC, Linke P, Yang S. The Cascade Optimization Algorithm: A New Distributed Approach for the Stochastic Optimization of Engineering Applications. Ind Eng Chem Res 2011. [DOI: 10.1021/ie1014603] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Antonis C. Kokossis
- Center for Process & Information Systems Engineering, University of Surrey, Guildford, GU2 7XH, United Kingdom
- School of Chemical Engineering, National Technical University of Athens, GR-15780, Athens, Greece
| | - Patrick Linke
- Center for Process & Information Systems Engineering, University of Surrey, Guildford, GU2 7XH, United Kingdom
- Department of Chemical Engineering, Texas A&M University at Qatar, PO Box 23874, Doha, Qatar
| | - Siyu Yang
- Center for Process & Information Systems Engineering, University of Surrey, Guildford, GU2 7XH, United Kingdom
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Affiliation(s)
- Pei Liu
- Department of Thermal Engineering, Tsinghua University, Beijing 100084, China
| | - Michael C. Georgiadis
- Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
- Centre for Process Systems Engineering (CPSE), Department of Chemical Engineering, Imperial College London, London SW7 2AZ, United Kingdom
| | - Efstratios N. Pistikopoulos
- Centre for Process Systems Engineering (CPSE), Department of Chemical Engineering, Imperial College London, London SW7 2AZ, United Kingdom
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Kokossis AC, Yang A. On the use of systems technologies and a systematic approach for the synthesis and the design of future biorefineries. Comput Chem Eng 2010. [DOI: 10.1016/j.compchemeng.2010.02.021] [Citation(s) in RCA: 115] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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17
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A dynamic screening algorithm for multiple objective simulated annealing optimization. ACTA ACUST UNITED AC 2010. [DOI: 10.1016/s1570-7946(10)28059-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Posada A, Manousiouthakis V. Multi-feed attainable region construction using the Shrink–Wrap algorithm. Chem Eng Sci 2008. [DOI: 10.1016/j.ces.2008.07.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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A Multi-Level Methodology for Conceptual Reaction-Separation Process Design. CHEMICAL PRODUCT AND PROCESS MODELING 2007. [DOI: 10.2202/1934-2659.1012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Generic technology is presented for the optimal screening of reaction and separation process interactions. The proposed scheme enables the use of particularly rich superstructure formulations that are comprised of two types of generic synthesis units with flexible representation modes. A reaction unit enables a detailed representation of the reaction and a conceptual representation of separation systems is facilitated through separation task units. Possible process design interactions are embedded in the superstructure formulations as combinations of generic units. The design options are explored using stochastic optimisation techniques suitable for this class of problems. The synthesis scheme supports the decision making process in early process design stages and prepares problem definitions for later stages. Conceptual screening functionalities reveal design insights into the performance of complex reaction-separation systems based on the limited modelling information available early in design. This enables the identification and inclusion of the relevant design information into the superstructure formulations employed in the subsequent design stages.
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Linke P, Kokossis A. Attainable reaction and separation processes from a superstructure-based method. AIChE J 2006. [DOI: 10.1002/aic.690490610] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Mehta VL, Kokossis AC. Nonisothermal synthesis of homogeneous and multiphase reactor networks. AIChE J 2006. [DOI: 10.1002/aic.690461117] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Gadewar SB, Malone MF, Doherty MF. Feasible region for a countercurrent cascade of vapor-liquid CSTRS. AIChE J 2006. [DOI: 10.1002/aic.690480414] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Papadopoulos AI, Linke P. On the synthesis and optimization of liquid–liquid extraction processes using stochastic search methods. Comput Chem Eng 2004. [DOI: 10.1016/j.compchemeng.2004.06.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Ashley V, Linke P. A Novel Approach for Reactor Network Synthesis Using Knowledge Discovery and Optimization Techniques. Chem Eng Res Des 2004. [DOI: 10.1205/cerd.82.8.952.41547] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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The Shrink–Wrap algorithm for the construction of the attainable region: an application of the IDEAS framework. Comput Chem Eng 2004. [DOI: 10.1016/j.compchemeng.2003.12.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Linke P, Kokossis A. Advanced process systems design technology for pollution prevention and waste treatment. ACTA ACUST UNITED AC 2004. [DOI: 10.1016/s1093-0191(02)00133-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Linke P, Kokossis A. On the robust application of stochastic optimisation technology for the synthesis of reaction/separation systems. Comput Chem Eng 2003. [DOI: 10.1016/s0098-1354(02)00253-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Burri JF, Wilson SD, Manousiouthakis VI. Infinite DimEnsionAl State-space approach to reactor network synthesis: application to attainable region construction. Comput Chem Eng 2002. [DOI: 10.1016/s0098-1354(02)00008-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Marcoulaki E, Kokossis A. On the development of novel chemicals using a systematic optimisation approach. Part II. Solvent design. Chem Eng Sci 2000. [DOI: 10.1016/s0009-2509(99)00523-0] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Marcoulaki E, Kokossis A. On the development of novel chemicals using a systematic synthesis approach. Part I. Optimisation framework. Chem Eng Sci 2000. [DOI: 10.1016/s0009-2509(99)00522-9] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Marcoulaki E, Kokossis A, Batzias F. Novel chemicals for clean and efficient processes using stochastic optimization. Comput Chem Eng 2000. [DOI: 10.1016/s0098-1354(00)00322-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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A multi-contaminant transhipment model for mass exchange networks and wastewater minimisation problems. Comput Chem Eng 1999. [DOI: 10.1016/s0098-1354(99)00303-8] [Citation(s) in RCA: 118] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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