1
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Duan K, Köble K, Ershov A, Schilling M, Rampf A, Cecilia A, Faragó T, Zuber M, Baumbach T, Sui PC, Zeis R. Investigating Bubble Formation and Evolution in Vanadium Redox Flow Batteries via Synchrotron X-Ray Imaging. CHEMSUSCHEM 2025:e2500282. [PMID: 40202080 DOI: 10.1002/cssc.202500282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 03/14/2025] [Accepted: 04/07/2025] [Indexed: 04/10/2025]
Abstract
The parasitic hydrogen evolution reaction (HER) hinders electrolyte transport. It reduces the effective electrochemical surface area in the negative half-cell of vanadium redox flow batteries (VRFBs), resulting in substantial efficiency losses. This study investigates the formation and evolution of hydrogen bubbles within VRFB electrodes through comprehensive experimental characterization and a detailed analysis of the resolved bubbles. The electrode is imaged using synchrotron X-ray tomography, and gas bubbles in the images are identified and characterized using a deep learning model combined with a morphological analysis tool. The HER intensity increases at more negative working electrode potentials, causing residual bubbles to grow and fuse in the electrode central region. In contrast, independent bubbles predominantly form at the electrode edges. Furthermore, bubble growth leads to the gradual development of irregular shapes. These observations provide insights into bubble formation and evolution rules, contributing to a better understanding of the system.
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Affiliation(s)
- Kangjun Duan
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, 89081, Ulm, Germany
| | - Kerstin Köble
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, 89081, Ulm, Germany
| | - Alexey Ershov
- Laboratory for Applications of Synchrotron Radiation, Karlsruhe Institute of Technology, 76131, Karlsruhe, Germany
| | - Monja Schilling
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, 89081, Ulm, Germany
| | - Alexander Rampf
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, 89081, Ulm, Germany
| | - Angelica Cecilia
- Laboratory for Applications of Synchrotron Radiation, Karlsruhe Institute of Technology, 76131, Karlsruhe, Germany
| | - Tomáš Faragó
- Laboratory for Applications of Synchrotron Radiation, Karlsruhe Institute of Technology, 76131, Karlsruhe, Germany
| | - Marcus Zuber
- Laboratory for Applications of Synchrotron Radiation, Karlsruhe Institute of Technology, 76131, Karlsruhe, Germany
| | - Tilo Baumbach
- Laboratory for Applications of Synchrotron Radiation, Karlsruhe Institute of Technology, 76131, Karlsruhe, Germany
- Institute for Photon Science and Synchrotron Radiation, Karlsruhe Institute of Technology, 76344, Eggenstein-Leopoldshafen, Germany
| | - Pang-Chieh Sui
- School of Automotive Engineering, Wuhan University of Technology, Wuhan, 430070, China
- Institute for Integrated Energy Systems, University of Victoria, BC, V8W 2Y2, Canada
| | - Roswitha Zeis
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, 89081, Ulm, Germany
- Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), Faculty of Engineering, Department of Electrical Engineering, 91058, Erlangen, Germany
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Ontario, M5S 3G8, Canada
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2
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Jacquemond RR, van der Heijden M, Boz EB, Carreón Ruiz ER, Greco KV, Kowalski JA, Muñoz Perales V, Brushett FR, Nijmeijer K, Boillat P, Forner-Cuenca A. Quantifying concentration distributions in redox flow batteries with neutron radiography. Nat Commun 2024; 15:7434. [PMID: 39237517 PMCID: PMC11377732 DOI: 10.1038/s41467-024-50120-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 06/28/2024] [Indexed: 09/07/2024] Open
Abstract
The continued advancement of electrochemical technologies requires an increasingly detailed understanding of the microscopic processes that control their performance, inspiring the development of new multi-modal diagnostic techniques. Here, we introduce a neutron imaging approach to enable the quantification of spatial and temporal variations in species concentrations within an operating redox flow cell. Specifically, we leverage the high attenuation of redox-active organic materials (high hydrogen content) and supporting electrolytes (boron-containing) in solution and perform subtractive neutron imaging of active species and supporting electrolyte. To resolve the concentration profiles across the electrodes, we employ an in-plane imaging configuration and correlate the concentration profiles to cell performance with polarization experiments under different operating conditions. Finally, we use time-of-flight neutron imaging to deconvolute concentrations of active species and supporting electrolyte during operation. Using this approach, we evaluate the influence of cell polarity, voltage bias and flow rate on the concentration distribution within the flow cell and correlate these with the macroscopic performance, thus obtaining an unprecedented level of insight into reactive mass transport. Ultimately, this diagnostic technique can be applied to a range of (electro)chemical technologies and may accelerate the development of new materials and reactor designs.
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Affiliation(s)
- Rémy Richard Jacquemond
- Electrochemical Materials and Systems, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
- DIFFER - Dutch Institute for Fundamental Energy Research, P.O. Box 6336, 5600 HH5612, Eindhoven, The Netherlands
| | - Maxime van der Heijden
- Electrochemical Materials and Systems, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
| | - Emre Burak Boz
- Electrochemical Materials and Systems, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
- Eindhoven Institute for Renewable Energy Systems, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
| | - Eric Ricardo Carreón Ruiz
- Electrochemistry Laboratory, Paul Scherrer Institut, Forschungsstrasse 111, CH-5232, Villigen PSI, Switzerland
| | - Katharine Virginia Greco
- Joint Center for Energy Storage Research, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Jeffrey Adam Kowalski
- Joint Center for Energy Storage Research, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Vanesa Muñoz Perales
- Department of Thermal and Fluids Engineering, Universidad Carlos III de Madrid, 28911, Leganes, Spain
| | - Fikile Richard Brushett
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Kitty Nijmeijer
- DIFFER - Dutch Institute for Fundamental Energy Research, P.O. Box 6336, 5600 HH5612, Eindhoven, The Netherlands
- Membrane Materials and Processes, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands
| | - Pierre Boillat
- Electrochemistry Laboratory, Paul Scherrer Institut, Forschungsstrasse 111, CH-5232, Villigen PSI, Switzerland
- Laboratory for Neutron Scattering and Imaging, Paul Scherrer Institut, Forschungsstrasse 111, CH-5232, Villigen PSI, Switzerland
| | - Antoni Forner-Cuenca
- Electrochemical Materials and Systems, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands.
- Eindhoven Institute for Renewable Energy Systems, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands.
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
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3
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Schilling M, Eifert L, Köble K, Jaugstetter M, Bevilacqua N, Fahy KF, Tschulik K, Bazylak A, Zeis R. Investigating the Influence of Treatments on Carbon Felts for Vanadium Redox Flow Batteries. CHEMSUSCHEM 2024; 17:e202301063. [PMID: 37671901 DOI: 10.1002/cssc.202301063] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/29/2023] [Accepted: 08/30/2023] [Indexed: 09/07/2023]
Abstract
Vanadium redox flow battery (VRFB) electrodes face challenges related to their long-term operation. We investigated different electrode treatments mimicking the aging processes during operation, including thermal activation, aging, soaking, and storing. Several characterization techniques were used to deepen the understanding of the treatment of carbon felts. Synchrotron X-ray imaging, electrochemical impedance spectroscopy (EIS) with the distribution of relaxation times analysis, and dynamic vapor sorption (DVS) revealed differences between the wettability of felts. The bulk saturation after electrolyte injection into the carbon felts significantly differed from 8 % to 96 %. DVS revealed differences in the sorption/desorption behavior of carbon felt ranging from a slight change of 0.8 wt % to over 100 wt %. Additionally, the interactions between the water vapor and the sample change from type V to type H2. After treatment, morphology changes were observed by atomic force microscopy and scanning electron microscopy. Cyclic voltammetry and EIS were used to probe the electrochemical performance, revealing different catalytic activities and transport-related impedances for the treated samples. These investigations are crucial for understanding the effects of treatments on the performance and optimizing materials for long-term operation.
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Affiliation(s)
- Monja Schilling
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081, Ulm, Germany
| | - László Eifert
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081, Ulm, Germany
| | - Kerstin Köble
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081, Ulm, Germany
| | - Maximilian Jaugstetter
- Faculty of Chemistry and Biochemistry, Analytical Chemistry II, Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Nico Bevilacqua
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081, Ulm, Germany
| | - Kieran F Fahy
- Faculty of Applied Science & Engineering, Department of Mechanical & Industrial Engineering, University of Toronto, 5 King's College Road, Toronto, Ontario, M5S 3G8, Canada
| | - Kristina Tschulik
- Faculty of Chemistry and Biochemistry, Analytical Chemistry II, Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Aimy Bazylak
- Faculty of Applied Science & Engineering, Department of Mechanical & Industrial Engineering, University of Toronto, 5 King's College Road, Toronto, Ontario, M5S 3G8, Canada
| | - Roswitha Zeis
- Faculty of Engineering, Department of Electrical, Electronics, Communication Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Cauerstraße 9, 91058, Erlangen, Germany
- Helmholtz Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081, Ulm, Germany
- Faculty of Applied Science & Engineering, Department of Mechanical & Industrial Engineering, University of Toronto, 5 King's College Road, Toronto, Ontario, M5S 3G8, Canada
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Köble K, Schilling M, Eifert L, Bevilacqua N, Fahy KF, Atanassov P, Bazylak A, Zeis R. Revealing the Multifaceted Impacts of Electrode Modifications for Vanadium Redox Flow Battery Electrodes. ACS APPLIED MATERIALS & INTERFACES 2023; 15:46775-46789. [PMID: 37768857 PMCID: PMC10571042 DOI: 10.1021/acsami.3c07940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/06/2023] [Indexed: 09/30/2023]
Abstract
Carbon electrodes are one of the key components of vanadium redox flow batteries (VRFBs), and their wetting behavior, electrochemical performance, and tendency to side reactions are crucial for cell efficiency. Herein, we demonstrate three different types of electrode modifications: poly(o-toluidine) (POT), Vulcan XC 72R, and an iron-doped carbon-nitrogen base material (Fe-N-C + carbon nanotube (CNT)). By combining synchrotron X-ray imaging with traditional characterization approaches, we give thorough insights into changes caused by each modification in terms of the electrochemical performance in both half-cell reactions, wettability and permeability, and tendency toward the hydrogen evolution side reaction. The limiting performance of POT and Vulcan XC 72R could mainly be ascribed to hindered electrolyte transport through the electrode. Fe-N-C + CNT displayed promising potential in the positive half-cell with improved electrochemical performance and wetting behavior but catalyzed the hydrogen evolution side reaction in the negative half-cell.
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Affiliation(s)
- Kerstin Köble
- Helmholtz
Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081 Ulm, Germany
| | - Monja Schilling
- Helmholtz
Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081 Ulm, Germany
| | - László Eifert
- Helmholtz
Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081 Ulm, Germany
| | - Nico Bevilacqua
- Helmholtz
Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081 Ulm, Germany
| | - Kieran F. Fahy
- Department
of Mechanical & Industrial Engineering, Faculty of Applied Science
& Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8, Canada
| | - Plamen Atanassov
- Department
of Chemical and Biomolecular Engineering, University of California Irvine, 221 Engineering Service Rd., Irvine, California 92617, United States
| | - Aimy Bazylak
- Department
of Mechanical & Industrial Engineering, Faculty of Applied Science
& Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8, Canada
| | - Roswitha Zeis
- Department
of Electrical, Electronics, and Communication Engineering, Faculty
of Engineering, Friedrich-Alexander-Universität
Erlangen-Nürnberg (FAU), Cauerstraße 9, 91058 Erlangen, Germany
- Helmholtz
Institute Ulm, Karlsruhe Institute of Technology, Helmholtzstraße 11, 89081 Ulm, Germany
- Department
of Mechanical & Industrial Engineering, Faculty of Applied Science
& Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8, Canada
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5
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Pan L, Sun J, Qi H, Han M, Dai Q, Xu J, Yao S, Li Q, Wei L, Zhao T. Dead-zone-compensated design as general method of flow field optimization for redox flow batteries. Proc Natl Acad Sci U S A 2023; 120:e2305572120. [PMID: 37669368 PMCID: PMC10500283 DOI: 10.1073/pnas.2305572120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 08/08/2023] [Indexed: 09/07/2023] Open
Abstract
One essential element of redox flow batteries (RFBs) is the flow field. Certain dead zones that cause local overpotentials and side effects are present in all conventional designs. To lessen the detrimental effects, a dead-zone-compensated design of flow field optimization is proposed. The proposed architecture allows for the detection of dead zones and their compensation on existing flow fields. Higher reactant concentrations and uniformity factors can be revealed in the 3D multiphysical simulation. The experiments also demonstrate that at an energy efficiency (EE) of 80%, the maximum current density of the novel flow field is 205 mA cm-2, which is much higher than the values for the previous ones (165 mA cm-2) and typical serpentine flow field (153 mA cm-2). Extensions of the design have successfully increased system EE (2.7 to 4.3%) for a variety of flow patterns. As a result, the proposed design is demonstrated to be a general method to support the functionality and application of RFBs.
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Affiliation(s)
- Lyuming Pan
- Department of Mechanical and Energy Engineering, Shenzhen Key Laboratory of Advanced Energy Storage, Southern University of Science and Technology, Shenzhen518055, China
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
| | - Jing Sun
- Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong999077, China
| | - Honghao Qi
- Department of Mechanical and Energy Engineering, Shenzhen Key Laboratory of Advanced Energy Storage, Southern University of Science and Technology, Shenzhen518055, China
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
| | - Meisheng Han
- Department of Mechanical and Energy Engineering, Shenzhen Key Laboratory of Advanced Energy Storage, Southern University of Science and Technology, Shenzhen518055, China
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
| | - Qiuxia Dai
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
- Jiangsu Engineering Research Center for Comprehensive Utilization of Well and Rocks Salt, Chinasalt Jintan Co., Ltd., Changzhou213200, China
| | - Junhui Xu
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
- Jiangsu Engineering Research Center for Comprehensive Utilization of Well and Rocks Salt, Chinasalt Jintan Co., Ltd., Changzhou213200, China
| | - Shengxin Yao
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
- Jiangsu Engineering Research Center for Comprehensive Utilization of Well and Rocks Salt, Chinasalt Jintan Co., Ltd., Changzhou213200, China
| | - Quanlong Li
- Dalian Rongke Power Co., Ltd., Dalian116025, China
| | - Lei Wei
- Department of Mechanical and Energy Engineering, Shenzhen Key Laboratory of Advanced Energy Storage, Southern University of Science and Technology, Shenzhen518055, China
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
| | - Tianshou Zhao
- Department of Mechanical and Energy Engineering, Shenzhen Key Laboratory of Advanced Energy Storage, Southern University of Science and Technology, Shenzhen518055, China
- Joint Research Center on Energy Storage Technology in Salt Caverns, Shenzhen518055, China
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6
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Lang JT, Kulkarni D, Foster CW, Huang Y, Sepe MA, Shimpalee S, Parkinson DY, Zenyuk IV. X-ray Tomography Applied to Electrochemical Devices and Electrocatalysis. Chem Rev 2023; 123:9880-9914. [PMID: 37579025 PMCID: PMC10450694 DOI: 10.1021/acs.chemrev.2c00873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Indexed: 08/16/2023]
Abstract
X-ray computed tomography (CT) is a nondestructive three-dimensional (3D) imaging technique used for studying morphological properties of porous and nonporous materials. In the field of electrocatalysis, X-ray CT is mainly used to quantify the morphology of electrodes and extract information such as porosity, tortuosity, pore-size distribution, and other relevant properties. For electrochemical systems such as fuel cells, electrolyzers, and redox flow batteries, X-ray CT gives the ability to study evolution of critical features of interest in ex situ, in situ, and operando environments. These include catalyst degradation, interface evolution under real conditions, formation of new phases (water and oxygen), and dynamics of transport processes. These studies enable more efficient device and electrode designs that will ultimately contribute to widespread decarbonization efforts.
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Affiliation(s)
- Jack T. Lang
- Department
of Chemical and Biomolecular Engineering, University of California, Irvine, California 92617, United States
- National
Fuel Cell Research Center, University of
California, Irvine, California 92617, United States
| | - Devashish Kulkarni
- National
Fuel Cell Research Center, University of
California, Irvine, California 92617, United States
- Department
of Materials Science and Engineering, University
of California, Irvine, California 92617, United States
| | - Collin W. Foster
- Department
of Aerospace Engineering, University of
Illinois at Urbana−Champaign, Urbana, Illinois 61820, United States
| | - Ying Huang
- National
Fuel Cell Research Center, University of
California, Irvine, California 92617, United States
- Department
of Materials Science and Engineering, University
of California, Irvine, California 92617, United States
| | - Mitchell A. Sepe
- Hydrogen
and Fuel Cell Center, Department of Chemical Engineering, University of South Carolina, Columbia, South Carolina 29208, United States
| | - Sirivatch Shimpalee
- Hydrogen
and Fuel Cell Center, Department of Chemical Engineering, University of South Carolina, Columbia, South Carolina 29208, United States
| | - Dilworth Y. Parkinson
- Advanced
Light Source, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
| | - Iryna V. Zenyuk
- Department
of Chemical and Biomolecular Engineering, University of California, Irvine, California 92617, United States
- National
Fuel Cell Research Center, University of
California, Irvine, California 92617, United States
- Department
of Materials Science and Engineering, University
of California, Irvine, California 92617, United States
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Applications and Development of X-ray Inspection Techniques in Battery Cell Production. Processes (Basel) 2022. [DOI: 10.3390/pr11010010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Demand for lithium-ion battery cells (LIB) for electromobility has risen sharply in recent years. In order to continue to serve this growing market, large-scale production capacities require further expansion and the overall effectiveness of processes must be increased. Effectiveness can be significantly optimized through innovative manufacturing technology and by identifying scrap early in the production chain. To enable these two approaches, it is imperative to quantify safety- and function-critical product features in critical manufacturing steps through appropriate measurement techniques. The overview in this paper on quality control in LIB production illustrates the necessity for improved inspection techniques with X-rays to realize a fast, online measurement of inner features in large-scale cell assembly with short cycle times and to visualize inner product-process interactions for the optimization in electrolyte filling. Therefore, two new inspection techniques are presented that contribute to overcoming the aforementioned challenges through the targeted use of X-rays. First, based on the results of previous experiments in which the X-ray beam directions were deliberately varied, a online coordinate measurement of anode-cathode (AC) overhang was developed using a line detector. Second, a new concept and the results of a continuous 2D visualization of the electrolyte filling process are presented, which can be used in the future to optimize this time-critical process step. By using a X-ray-permeable and portable vacuum chamber it is possible to quantify the influence of process parameters on the distribution of the electrolyte in the LIB.
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9
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Loktionov P, Pichugov R, Konev D, Abunaeva L, Glazkov A, Petrov M, Kartashova N, Antipov A. Promising Material Based on Paraffin‐Impregnated Graphite Foil with Increased Electrochemical Stability for Bipolar Plates of Vanadium Redox Flow Battery. ChemistrySelect 2021. [DOI: 10.1002/slct.202103996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Pavel Loktionov
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
- Institute of Problem of Chemical Physics Russian Academy of Sciences Acad. Semenov av. 1 Chernogolovka 142432 Moscow region, Russia
| | - Roman Pichugov
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
| | - Dmitry Konev
- Institute of Problem of Chemical Physics Russian Academy of Sciences Acad. Semenov av. 1 Chernogolovka 142432 Moscow region, Russia
| | - Lilia Abunaeva
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
| | - Artem Glazkov
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
- Frumkin Institute of Physical Chemistry and Electrochemistry Russian Academy of Sciences Leninsky prospect 31 119071 Moscow Russia
| | - Mikhail Petrov
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
| | - Natalia Kartashova
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
- Lomonosov Moscow State University Leninskie gory 1 119991 Moscow Russia
| | - Anatoly Antipov
- Mendeleev University of Chemical Technology of Russia Miusskaya sq. 9 125047 Moscow Russia
- Institute of Problem of Chemical Physics Russian Academy of Sciences Acad. Semenov av. 1 Chernogolovka 142432 Moscow region, Russia
- Frumkin Institute of Physical Chemistry and Electrochemistry Russian Academy of Sciences Leninsky prospect 31 119071 Moscow Russia
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