1
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Design, Heat Transfer, and Visualization of the Milli-Reactor by CFD and ANN. Processes (Basel) 2022. [DOI: 10.3390/pr10112329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
This paper proposes a milli-reactor design method incorporating reactor runaway criteria. Based on Computational Fluid Dynamic (CFD) simulation, neural networks are applied to obtain the optimal reactor structure according to the target reaction requirements. Varma’s theory, the critical Nusselt number for stable operation of the flow reactor, is derived. Inserts of the multi-blade structure are designed and investigated to enhance mixing and heat transfer performance. The flow field and heat transfer capacities are obtained by CFD calculations in the range of Re 50–1800. The internal components increase the heat transfer performance up to 21 times, and the pressure drop up to 16 times. The inclined angle of the blade is recommended to be 45°, which can effectively improve heat transfer without generating excessive pressure drop. By partial least squares regression (PLS) analysis, Re and the number of blades are the most critical factors affecting heat transfer, and the five blades and smaller tilt angles are recommended. The CFD calculation results are in good agreement with the Particle Image Velocimetry (PIV) experimental results.
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2
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Pan DT, Zhang XB, Luo ZH. Continuous Crystallization of Levamisole Hydrochloride in a Segmented Flow Crystallizer. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.09.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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3
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Scale-up of micro- and milli-reactors: An overview of strategies, design principles and applications. CHEMICAL ENGINEERING SCIENCE: X 2021. [DOI: 10.1016/j.cesx.2021.100097] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
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4
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Scaling continuous API synthesis from milligram to kilogram: extending the enabling benefits of micro to the plant. J Flow Chem 2020. [DOI: 10.1007/s41981-019-00060-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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5
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Rojahn P, Ruß O, Gössl L, Kroschel M, Herbstritt F, Heck J, Schael F. Mixing Performance in a Distributed-Feed Plate-Type Reactor with Multinozzle Injection for Fine Chemical Production Scale. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b06407] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Patrick Rojahn
- Chemical Reaction Engineering, Department of Chemical Engineering and Biotechnology, Hochschule Darmstadt-University of Applied Sciences, Stephanstraße 7, D-64295 Darmstadt, Germany
| | - Oliver Ruß
- Chemical Reaction Engineering, Department of Chemical Engineering and Biotechnology, Hochschule Darmstadt-University of Applied Sciences, Stephanstraße 7, D-64295 Darmstadt, Germany
| | - Lars Gössl
- Chemical Reaction Engineering, Department of Chemical Engineering and Biotechnology, Hochschule Darmstadt-University of Applied Sciences, Stephanstraße 7, D-64295 Darmstadt, Germany
| | - Matthias Kroschel
- Ehrfeld Mikrotechnik GmbH, Mikroforum Ring 1, D-55234 Wendelsheim, Germany
| | - Frank Herbstritt
- Ehrfeld Mikrotechnik GmbH, Mikroforum Ring 1, D-55234 Wendelsheim, Germany
| | - Joachim Heck
- Ehrfeld Mikrotechnik GmbH, Mikroforum Ring 1, D-55234 Wendelsheim, Germany
| | - Frank Schael
- Chemical Reaction Engineering, Department of Chemical Engineering and Biotechnology, Hochschule Darmstadt-University of Applied Sciences, Stephanstraße 7, D-64295 Darmstadt, Germany
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6
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Li W, Xia F, Zhao S, Zhang M, Li W, Zhang J. Characterization of liquid–liquid mass transfer performance in a novel pore‐array intensified tube‐in‐tube microchannel. AIChE J 2019. [DOI: 10.1002/aic.16893] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Wenpeng Li
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
| | - Fengshun Xia
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
| | - Shuchun Zhao
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
| | - Minqing Zhang
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
| | - Wei Li
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
| | - Jinli Zhang
- School of Chemical Engineering and TechnologyTianjin University Tianjin China
- School of Chemistry and Chemical EngineeringShihezi University Shihezi China
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7
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Shukla CA, Pal S, Kulkarni AA. Hydrodynamics and Selectivity Engineering of a Multipoint Dosing Flow Reactor. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b04431] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Chinmay A. Shukla
- Academy of Scientific and Innovative Research (AcSIR), CSIR-NCL Campus, Pune 411008, India
- Chem. Eng. & Proc. Dev. Div., CSIR-National Chemical Laboratory, Dr. Homi Bhaba Road, Pashan, Pune 411008, India
| | - Sayan Pal
- Academy of Scientific and Innovative Research (AcSIR), CSIR-NCL Campus, Pune 411008, India
- Chem. Eng. & Proc. Dev. Div., CSIR-National Chemical Laboratory, Dr. Homi Bhaba Road, Pashan, Pune 411008, India
| | - Amol A. Kulkarni
- Academy of Scientific and Innovative Research (AcSIR), CSIR-NCL Campus, Pune 411008, India
- Chem. Eng. & Proc. Dev. Div., CSIR-National Chemical Laboratory, Dr. Homi Bhaba Road, Pashan, Pune 411008, India
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8
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Khalde CM, Ramanan V, Sangwai JS, Ranade VV. Passive Mixer cum Reactor Using Threaded Inserts: Investigations of Flow, Mixing, and Heat Transfer Characteristics. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b04606] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Chirag M. Khalde
- Gas Hydrate and Flow Assurance Laboratory, Petroleum Engineering Program, Department of Ocean Engineering, Indian Institute of Technology Madras, Chennai 600 036, Tamil Nadu, India
- Multiphase Reactors and Intensification Group (mRING), Bernal Institute, University of Limerick, Limerick V94 T9PX, Ireland
- School of Chemistry and Chemical Engineering, Queen’s University Belfast, Belfast BT9 5AG, Northern Ireland, United Kingdom
| | - Vikram Ramanan
- National Centre for Combustion Research and Development, Indian Institute of Technology Madras, Chennai 600 036, Tamil Nadu, India
| | - Jitendra S. Sangwai
- Gas Hydrate and Flow Assurance Laboratory, Petroleum Engineering Program, Department of Ocean Engineering, Indian Institute of Technology Madras, Chennai 600 036, Tamil Nadu, India
| | - Vivek V. Ranade
- Multiphase Reactors and Intensification Group (mRING), Bernal Institute, University of Limerick, Limerick V94 T9PX, Ireland
- School of Chemistry and Chemical Engineering, Queen’s University Belfast, Belfast BT9 5AG, Northern Ireland, United Kingdom
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9
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Hernández‐Ortiz JC, Van Steenberge PHM, Duchateau JNE, Toloza C, Schreurs F, Reyniers M, Marin GB, D'hooge DR. The Relevance of Multi‐Injection and Temperature Profiles to Design Multi‐Phase Reactive Processing of Polyolefins. MACROMOL THEOR SIMUL 2019. [DOI: 10.1002/mats.201900035] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | | | | | | | | | | | - Guy B. Marin
- Laboratory for Chemical TechnologyGhent University Technologiepark 914 B‐9052 Ghent Belgium
| | - Dagmar R. D'hooge
- Laboratory for Chemical TechnologyGhent University Technologiepark 914 B‐9052 Ghent Belgium
- Centre for Textile Science and EngineeringGhent University Technologiepark 907 B‐9052 Ghent Belgium
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10
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Costandy JG, Edgar TF, Baldea M. Switching from Batch to Continuous Reactors Is a Trajectory Optimization Problem. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b01126] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Joseph G. Costandy
- McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Thomas F. Edgar
- McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
- Energy Institute, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Michael Baldea
- Energy Institute, The University of Texas at Austin, Austin, Texas 78712, United States
- Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, United States
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11
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Dai X, Zhou W, Yang S, Sun F, Qian J, He M, Chen Q. Microchannel process for phenol production via the cleavage of cumene hydroperoxide. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2019.01.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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12
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Continuous-Flow Microreactors for Polymer Synthesis: Engineering Principles and Applications. Top Curr Chem (Cham) 2018; 376:44. [DOI: 10.1007/s41061-018-0224-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/28/2018] [Indexed: 12/16/2022]
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13
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Pu Y, Cai F, Wang D, Wang JX, Chen JF. Colloidal Synthesis of Semiconductor Quantum Dots toward Large-Scale Production: A Review. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b04836] [Citation(s) in RCA: 172] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Yuan Pu
- State
Key Laboratory of Organic−Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
- Research
Center of the Ministry of Education for High Gravity Engineering and
Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Fuhong Cai
- Department
of Electrical Engineering, Mechanical and Electrical Engineering College, Hainan University, Haikou 570228, China
| | - Dan Wang
- State
Key Laboratory of Organic−Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
- Research
Center of the Ministry of Education for High Gravity Engineering and
Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Jie-Xin Wang
- State
Key Laboratory of Organic−Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
- Research
Center of the Ministry of Education for High Gravity Engineering and
Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Jian-Feng Chen
- State
Key Laboratory of Organic−Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, China
- Research
Center of the Ministry of Education for High Gravity Engineering and
Technology, Beijing University of Chemical Technology, Beijing 100029, China
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14
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Mielke E, Plouffe P, Koushik N, Eyholzer M, Gottsponer M, Kockmann N, Macchi A, Roberge DM. Local and overall heat transfer of exothermic reactions in microreactor systems. REACT CHEM ENG 2017. [DOI: 10.1039/c7re00085e] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Heat transfer performance of plate-type metallic microreactors.
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Affiliation(s)
- Eric Mielke
- Centre for Catalysis Research and Innovation
- Department of Chemical and Biological Engineering
- University of Ottawa
- K1N 6N5 Ottawa
- Canada
| | - Patrick Plouffe
- Centre for Catalysis Research and Innovation
- Department of Chemical and Biological Engineering
- University of Ottawa
- K1N 6N5 Ottawa
- Canada
| | - Nikhil Koushik
- Centre for Catalysis Research and Innovation
- Department of Chemical and Biological Engineering
- University of Ottawa
- K1N 6N5 Ottawa
- Canada
| | - Markus Eyholzer
- Chemical Manufacturing Technologies
- Lonza AG
- CH-3930 Visp
- Switzerland
| | | | - Norbert Kockmann
- University of Technology Dortmund
- Biochemical and Chemical Engineering
- Equipment Design
- D-44227 Dortmund
- Germany
| | - Arturo Macchi
- Centre for Catalysis Research and Innovation
- Department of Chemical and Biological Engineering
- University of Ottawa
- K1N 6N5 Ottawa
- Canada
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15
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Gemoets HPL, Su Y, Shang M, Hessel V, Luque R, Noël T. Liquid phase oxidation chemistry in continuous-flow microreactors. Chem Soc Rev 2016. [DOI: 10.1039/c5cs00447k] [Citation(s) in RCA: 363] [Impact Index Per Article: 45.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
This review gives an exhaustive overview of the engineering principles, safety aspects and chemistry associated with liquid phase oxidation in continuous-flow microreactors.
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Affiliation(s)
- Hannes P. L. Gemoets
- Department of Chemical Engineering and Chemistry
- Micro Flow Chemistry & Process Technology
- Eindhoven University of Technology
- 5612 AZ Eindhoven
- The Netherlands
| | - Yuanhai Su
- Department of Chemical Engineering and Chemistry
- Micro Flow Chemistry & Process Technology
- Eindhoven University of Technology
- 5612 AZ Eindhoven
- The Netherlands
| | - Minjing Shang
- Department of Chemical Engineering and Chemistry
- Micro Flow Chemistry & Process Technology
- Eindhoven University of Technology
- 5612 AZ Eindhoven
- The Netherlands
| | - Volker Hessel
- Department of Chemical Engineering and Chemistry
- Micro Flow Chemistry & Process Technology
- Eindhoven University of Technology
- 5612 AZ Eindhoven
- The Netherlands
| | - Rafael Luque
- Departamento de Quimica Organica
- Universidad de Cordoba
- E14014 Cordoba
- Spain
| | - Timothy Noël
- Department of Chemical Engineering and Chemistry
- Micro Flow Chemistry & Process Technology
- Eindhoven University of Technology
- 5612 AZ Eindhoven
- The Netherlands
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16
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Pieber B, Cox DP, Kappe CO. Selective Olefin Reduction in Thebaine Using Hydrazine Hydrate and O2 under Intensified Continuous Flow Conditions. Org Process Res Dev 2015. [DOI: 10.1021/acs.oprd.5b00370] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Bartholomäus Pieber
- Institute
of Chemistry, University of Graz, Heinrichstrasse 28, A-8010 Graz, Austria
| | - D. Phillip Cox
- Noramco,
Inc., 503 Carr Road, Suite 200, Wilmington, Delaware 19809, United States
| | - C. Oliver Kappe
- Institute
of Chemistry, University of Graz, Heinrichstrasse 28, A-8010 Graz, Austria
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17
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Westermann T, Mleczko L. Heat Management in Microreactors for Fast Exothermic Organic Syntheses—First Design Principles. Org Process Res Dev 2015. [DOI: 10.1021/acs.oprd.5b00205] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Leslaw Mleczko
- Bayer
Technology Services GmbH, 51368 Leverkusen, Germany
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18
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Laue S, Haverkamp V, Mleczko L. Experience with Scale-Up of Low-Temperature Organometallic Reactions in Continuous Flow. Org Process Res Dev 2015. [DOI: 10.1021/acs.oprd.5b00183] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Stephan Laue
- Bayer Technology Services Gmbh, Building E41, Leverkusen D-51368, Germany
| | - Verena Haverkamp
- Bayer Technology Services Gmbh, Building E41, Leverkusen D-51368, Germany
| | - Leslaw Mleczko
- Bayer Technology Services Gmbh, Building E41, Leverkusen D-51368, Germany
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19
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Pieber B, Glasnov T, Kappe CO. Continuous Flow Reduction of Artemisinic Acid Utilizing Multi-Injection Strategies-Closing the Gap Towards a Fully Continuous Synthesis of Antimalarial Drugs. Chemistry 2015; 21:4368-76. [DOI: 10.1002/chem.201406439] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Indexed: 11/10/2022]
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20
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Noël T, Su Y, Hessel V. Beyond Organometallic Flow Chemistry: The Principles Behind the Use of Continuous-Flow Reactors for Synthesis. TOP ORGANOMETAL CHEM 2015. [DOI: 10.1007/3418_2015_152] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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21
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Schwolow S, Heikenwälder B, Abahmane L, Kockmann N, Röder T. Kinetic and Scale-up Investigations of a Michael Addition in Microreactors. Org Process Res Dev 2014. [DOI: 10.1021/op5002758] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Sebastian Schwolow
- Institute of Chemical
Process Engineering, Mannheim University of Applied Sciences, Paul-Wittsack-Str. 10, 68163 Mannheim, Germany
| | - Birgit Heikenwälder
- Institute of Chemical
Process Engineering, Mannheim University of Applied Sciences, Paul-Wittsack-Str. 10, 68163 Mannheim, Germany
| | - Lahbib Abahmane
- 3M ESK Ceramics GmbH & Co. KG, Max-Schaidhauf-Str. 25, 87437 Kempten, Germany
| | - Norbert Kockmann
- Biochemical
and Chemical Engineering, Equipment Design, TU Dortmund, Emil-Figge-Straße
68, 44227 Dortmund, Germany
| | - Thorsten Röder
- Institute of Chemical
Process Engineering, Mannheim University of Applied Sciences, Paul-Wittsack-Str. 10, 68163 Mannheim, Germany
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22
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Choi JW, Hosseini Hashemi SM, Erickson D, Psaltis D. A micropillar array for sample concentration via in-plane evaporation. BIOMICROFLUIDICS 2014; 8:044108. [PMID: 25379093 PMCID: PMC4189217 DOI: 10.1063/1.4890943] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2014] [Accepted: 07/10/2014] [Indexed: 05/15/2023]
Abstract
We present a method to perform sample concentration within a lab-on-a-chip using a microfluidic structure which controls the liquid-gas interface through a micropillar array fabricated in polydimethylsiloxane between microfluidic channels. The microstructure confines the liquid flow and a thermal gradient is used to drive evaporation at the liquid-gas-interface. The evaporation occurs in-plane to the microfluidic device, allowing for precise control of the ambient environment. This method is demonstrated with a sample containing 1 μm, 100 nm fluorescent beads and SYTO-9 labelled Escherichia coli bacteria. Over 100 s, the fluorescent beads and bacteria are concentrated by a factor of 10.
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Affiliation(s)
- Jae-Woo Choi
- School of Engineering, École Polytechnique Fédérale de Lausanne , Lausanne 1015, Switzerland
| | | | - David Erickson
- Sibley School of Mechanical and Aerospace Engineering, Cornell University , Ithaca, New York 14853, USA
| | - Demetri Psaltis
- School of Engineering, École Polytechnique Fédérale de Lausanne , Lausanne 1015, Switzerland
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23
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Al-Rawashdeh M, Yue F, Patil NG, Nijhuis TA, Hessel V, Schouten JC, Rebrov EV. Designing flow and temperature uniformities in parallel microchannels reactor. AIChE J 2014. [DOI: 10.1002/aic.14443] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Ma'moun Al-Rawashdeh
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - Fangyuan Yue
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - Narendra G. Patil
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - T. A. Nijhuis
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - Volker Hessel
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - Jaap C. Schouten
- Dept. of Chemical Engineering and Chemistry, Laboratory of Chemical Reactor Engineering; Eindhoven University of Technology; Eindhoven 5600 MB The Netherlands
| | - Evgeny V. Rebrov
- Reactor and Process Engineering; School of Chemistry and Chemical Engineering, Queen's University Belfast; Belfast BT9 5AG U.K
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