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(Invited) Electrochemical Conversion of CO2 Into Oxygen/ and C/CO in Molten Carbonate (特邀)CO2在熔融碳酸盐中电化学转化为氧/和C/CO
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01562737mtgabs
Huayi Yin, Dihua Wang
The molten salt CO 2 capture and electrochemical transformation (MSCC-ET) process has been demonstrated as an effective approach to capturing and converting CO 2 into oxygen and C/CO [1-2]. The effective CO 2 capture and electrochemical conversion rely on the high-temperature molten carbonate electrolytes and the cost-effective inert oxygen-evolution anode. In recent years, we have focused on the electrolyte engineering to modulate the reactions at both the cathode and anode as well as the CO 2 capture efficiency [3-4]. Besides, we insist on developing iron- and nickel-base oxygen-evolution inert anodes in terms of revealing the fundamental principles and basic guidelines for choosing proper materials and fabrication processes [5]. By doing so, we can prepare functional carbon materials or CO at the cathode with a high current efficiency of over 90%, and produce oxygen at the inert anode. In addition, the kilo-ampere scale electrolyzer was built to produce oxygen, carbon or CO with an energy efficiency of over 50%. Therefore, the molten carbonate CO 2 electrolyzer shows its potential to convert CO 2 on the Mars to produce oxygen and fuels to support the future exploration of outer space. References [1] H. Y. Yin, D. H. Wang*, et al., Capture and electrochemical conversion of CO 2 to value-added carbon and oxygen by molten salt electrolysis. Energy & Environmental Science, 2013, 6: 1538-1545. [2] R. Jiang, M. X. Gao, X. H. Mao, D. H. Wang*. Advancements and potentials of molten salt CO 2 capture and electrochemical transformation (MSCC-ET) process, Current Opinion in Electrochemistry, 2019, 17: 38-46. [3] B. W. Deng, J. J. Tang, X. H. Mao, Y. Q. Song, H. Zhu, W. Xiao, D. H. Wang*. Kinetic and Thermodynamic Characterization of Enhanced Carbon Dioxide Absorption Process with Lithium Oxide-Containing Ternary Molten Carbonate, Environmental Science & Technology, 2016, 50(19): 10588-10595. [4] Z. S Yang, B. W. Deng, K. F. Du, H. Y. Yin*, D. H. Wang*, A general descriptor for guiding the electrolysis of CO2 in molten carbonate, 2022, in press. [5] P. L. Wang, K. F. Du, Y. P. Dou, H. Zhu, D. H. Wang*, Corrosion behaviour and mechanism of nickel anode in SO42- containing molten Li2CO3-Na2CO3-K2CO3. Corrosion Science 2022, 166. Figure 1
熔融盐co2捕获和电化学转化(MSCC-ET)过程已被证明是捕获co2并将其转化为氧气和C/CO的有效方法[1-2]。有效的co2捕获和电化学转化依赖于高温熔融碳酸盐电解质和经济高效的惰性析氧阳极。近年来,我们重点研究了电解质工程,以调节阴极和阳极的反应以及CO 2捕获效率[3-4]。此外,我们坚持发展铁基和镍基析氧惰性阳极,揭示了选择合适材料和制作工艺的基本原则和基本准则[5]。通过这种方法,我们可以在阴极处制备具有90%以上高电流效率的功能碳材料或CO,并在惰性阳极处产生氧气。此外,还建成了千安培规模的电解槽,可生产氧气、碳或CO,能源效率超过50%。因此,熔融碳酸盐二氧化碳电解槽显示出其将火星上的二氧化碳转化为氧气和燃料的潜力,以支持未来的外层空间探索。[1]王东华*,尹海燕,王东华,等。熔盐电解法处理co2的电化学转化及碳氧增值。能源,环境科学,2013,6(6):1538-1545。[2]王德华,高明霞,王德华*。熔融盐co2捕集与电化学转化(MSCC-ET)工艺的进展与潜力,电化学进展,2019,17:38-46。[3]邓宝文,唐建军,毛晓辉,宋永强,朱红,肖伟,王德华*。含氧化锂三元熔融碳酸盐强化二氧化碳吸收过程的动力学和热力学表征,环境科学与工程学报;技术,2016,50(19):10588-10595。[4]杨志生,邓保文,杜克峰,殷红艳*,王德华*,碳酸盐熔液中CO2电解的一般描述,2022,压下。[5]王培林,杜克峰,窦艳萍,朱红,王东华*,含SO42的Li2CO3-Na2CO3-K2CO3熔液中镍阳极的腐蚀行为及机理。腐蚀科学,2022,32(6)。图1
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引用次数: 0
Progress of the Evaluation and Analysis Methods for Durability of SOFC Stacks SOFC堆垛耐久性评价与分析方法研究进展
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-0154208mtgabs
Teruhisa Horita
Recent progress in the development of R&D for the evaluation and analytical methods of SOFC stack durability is reported under the NEDO Japanese national project. The goal of this project is the following two points: (1) to develop the advanced evaluation and analytical methods for the cell stacks which show a lifetime over 15 years (130 kh) with high efficiency of over 65% LHV, and (2) to develop the evaluation and analytical methods for dynamic operation mode such as rapid start-stop and load cycling. Three practical stacks were supplied by the stack developers and tested over 10,000 hours with high fuel utilization (Uf~85%). Relatively stable performances were reported for these stacks and degradation factors were considered taking into account the degradation mechanisms at cells and stacks. Under high Uf conditions, some specific degradation mechanisms are now analyzed in the cells. For rapid starts of stacks, evaluation protocols are considered taking into account the mechanical stress arising from the thermal distribution in the cells. Simulation methods are considered for the evaluation of performance after 15 years of operation in the stacks.
在NEDO日本国家项目下,报告了SOFC堆耐久性评估和分析方法的研究进展。本项目的目标有两个方面:(1)开发寿命超过15年(130 kh),效率超过65% LHV的电池堆的先进评估和分析方法;(2)开发快速启停和负载循环等动态运行模式的评估和分析方法。由堆开发商提供了三种实用的堆,并在高燃料利用率(Uf~85%)下进行了超过10,000小时的测试。这些电池的性能相对稳定,并且考虑到电池和电池的退化机制,考虑了退化因素。在高Uf条件下,分析了细胞中一些特定的降解机制。对于堆的快速启动,评估方案考虑了由单元内热分布引起的机械应力。在堆栈运行15年后,考虑了模拟方法来评估性能。
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引用次数: 0
Unraveling Electrochemical Lignin Degradation in Organic Solvent for Production of Valuable Fuels and Chemicals 有机溶剂中木质素的电化学降解及其在有价燃料和化学品生产中的应用
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01422362mtgabs
Mahmudul Hasan, Lauren F Greenlee
Lignin is the second most abundant biopolymer in nature after cellulose. Due to its distinctive aromatic backbone, it is also one of the most unique biopolymers. The aromatic components in lignin provide structural support to plants and comprises about 30% of the plant material. These aromatic groups can be used to produce renewable aromatic compounds. Also, these aromatic compounds can be used to produce biofuels which can be promising alternative to fossil-based fuels and chemicals. Besides, from previous studies it is found that about 40 to 60 million tons of lignin are generated from pulp and paper industry, mostly as wastes. So, developing novel and attractive strategies for fragmentation of lignin is gaining increased interest among scientific community for valorizing this underexploited material. Also, by valorizing lignin the sustainability of biorefinery and paper industry can be enhanced. However, the present technologies used for degradation of lignin generally requires the use of metallic catalysts at high temperatures and harsh reaction conditions. As a result, catalyst recovery and decomposition often become difficult under such harsh conditions and the process becomes impractical. Also, these technologies suffer from poor selectivity and usually produce the desired fragmentation products in low yields. Compared to the thermocatalytic transformation of lignin, electrocatalytic approaches have several advantages like it is environmentally friendly, have mild reaction conditions and the cost is low. Besides, there is a lack of studies incorporating electrocatalytic oxidation and reduction of lignin in organic solvent. In this project, the main goal was to overcome the challenge of using isolated lignin from various industrial processes by electrochemical depolymerization of lignin in organic solvent like tetrahydrofuran. Tetrahydrofuran is mainly used in Co-solvent Enhanced Lignocellulosic Fractionation (CELF) process. So, electrocatalytic degradation of lignin in this solvent is beneficial because the product from CELF process can be directly used here and thus it can work as a secondary treatment process for CELF process. Cyclic voltammetry (CV) and Chronoamperometry (CA) which are important tools for identifying redox reactions happening in the system is used here. In this presentation, for varying concentrations of Lignin, Tetrahydrofuran and sulfuric acid the results found from CV and CA will be discussed with practical significance. Keywords: Recalcitrant biopolymer, Lignin in organic solvent, controlled electrocatalysis, secondary treatment for CELF process, Cyclic Voltammetry
木质素是自然界中含量第二丰富的生物聚合物,仅次于纤维素。由于其独特的芳香骨架,它也是最独特的生物聚合物之一。木质素中的芳香成分为植物提供结构支持,约占植物材料的30%。这些芳香族可以用来生产可再生的芳香族化合物。此外,这些芳香族化合物可以用来生产生物燃料,这是化石燃料和化学品的有希望的替代品。此外,从以往的研究中发现,纸浆和造纸工业产生的木质素约为4000万至6000万吨,其中大部分是废物。因此,开发新颖而有吸引力的木质素碎片化策略正在科学界对这种未充分开发的材料的增值越来越感兴趣。此外,通过使木质素增值,可以提高生物炼制和造纸工业的可持续性。然而,目前用于木质素降解的技术通常需要在高温和恶劣的反应条件下使用金属催化剂。因此,在如此恶劣的条件下,催化剂的回收和分解往往变得困难,工艺变得不切实际。此外,这些技术的选择性较差,通常以低收率生产所需的破碎产物。与热催化法转化木质素相比,电催化法具有环境友好、反应条件温和、成本低等优点。此外,木质素在有机溶剂中电催化氧化还原的研究较少。在这个项目中,主要目标是通过在四氢呋喃等有机溶剂中电化学解聚木质素来克服从各种工业过程中分离出的木质素的挑战。四氢呋喃主要用于助溶剂强化木质纤维素分馏(CELF)工艺。因此,电催化降解木质素在这种溶剂中是有益的,因为CELF工艺的产物可以直接在这里使用,因此它可以作为CELF工艺的二级处理工艺。循环伏安法(CV)和计时伏安法(CA)是识别系统中发生的氧化还原反应的重要工具。在本报告中,对于不同浓度的木质素、四氢呋喃和硫酸,CV和CA的结果将具有实际意义。关键词:顽固性生物聚合物,有机溶剂木质素,可控电催化,CELF工艺二次处理,循环伏安法
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引用次数: 0
Uncovering Electrochemical Cation-Storage Mechanisms in Defective Vanadium Ferrites Using Synchrotron-Quality, in-Lab X-Ray Absorption Spectroscopy 利用同步加速器质量的实验室x射线吸收光谱揭示缺陷钒铁氧体中的电化学阳离子储存机制
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01472520mtgabs
Ryan H. DeBlock, Hunter O. Ford, Christopher N. Chervin, Debra R. Rolison, Michelle D. Johannes, Jeffrey W. Long
X-ray absorption spectroscopy (XAS) is a critical tool for investigating new materials for electrochemical energy storage, providing important information on metal oxidation state and element-specific coordination. Historically, XAS measurements had required the energy specificity and brilliance of a synchrotron facility, but recent advances in detectors and optics are bringing XAS capabilities to the laboratory setting with multiple commercial instruments available. At the Naval Research Laboratory, we use laboratory-based XAS to study a class of disordered vanadium ferrite (VFe 2 O x ) aerogels that exhibit promising performance for electrochemical energy-storage applications such as rechargeable lithium-ion batteries. 1,2 The structure and composition of these materials are readily varied via modifications to the epoxide-promoted sol–gel reaction of iron chloride and vanadium isopropoxide (e.g., substitution with other cations such as Al 3+ ), 2 as well as post-synthesis thermal treatments that render disordered, defective, or nanocrystalline forms of a given composition. The resulting series of VFe 2 O x materials are evaluated by XAS in both ex situ and in situ configurations, including as powder-composite cathodes versus lithium metal in pouch cells with conventional nonaqueous lithium-ion electrolyte. X-ray Absorption Near-edge Spectroscopy (XANES) at the V K-edge and Fe K-edge is used to track V and Fe oxidation state, respectively, permitting the assignment of metal-centered redox across the broad potential range over which these materials are electrochemically active (2–3.4 V vs Li/Li + ). Extended X-ray Absorption Fine Structure (EXAFS) analysis provides information on V- or Fe-specific coordination as a function of composition, structure, and state-of-charge. Parallel computation efforts using Density-Functional Theory offer a complementary feedback loop with experimental XANES and EXAFS to achieve a sophisticated description of these complex battery materials. 1. C. N. Chervin, J. S. Ko, B. W. Miller, L. Dudek, A. N. Mansour, M. D. Donakowski, T. Brintlinger, P. Gogotsi, S. Chattopadhyay, T. Shibata, J. F. Parker, B. P. Hahn, D. R. Rolison, and J. W. Long, J. Mater. Chem. A 3 , 12059 (2015). 2. C. N. Chervin, R. H. DeBlock, J. F. Parker, B. M. Hudak, N. L. Skeele, J. S. Ko, D. R. Rolison, and J. W. Long, RSC Adv. 11 , 14495 (2021).
x射线吸收光谱(XAS)是研究电化学储能新材料的重要工具,提供了金属氧化态和元素特定配位的重要信息。从历史上看,XAS测量需要同步加速器设备的能量专一性和亮度,但最近探测器和光学的进步将XAS功能带到了实验室环境中,有多种商用仪器可用。在海军研究实验室,我们使用基于实验室的XAS来研究一类无序钒铁氧体(VFe 2o x)气凝胶,这种气凝胶在电化学储能应用(如可充电锂离子电池)中表现出很好的性能。1,2这些材料的结构和组成很容易通过对环氧化物促进的氯化铁和异丙醇钒的溶胶-凝胶反应的修饰(例如,用其他阳离子如Al 3+取代),2以及合成后的热处理来改变给定组合物的无序、缺陷或纳米晶形式。所得的vfe2ox材料系列在非原位和原位配置下都通过XAS进行了评估,包括作为粉末复合阴极与使用传统非水锂离子电解质的袋状电池中的锂金属。x射线吸收近边光谱(XANES)在V - k边缘和Fe - k边缘分别用于跟踪V和Fe的氧化状态,允许在这些材料具有电化学活性的广泛电位范围内(2-3.4 V vs Li/Li +)分配金属中心氧化还原。扩展x射线吸收精细结构(EXAFS)分析提供了V或fe特异性配位的信息,作为组成,结构和电荷状态的函数。使用密度泛函理论的并行计算工作与实验XANES和EXAFS提供了互补的反馈回路,以实现对这些复杂电池材料的复杂描述。1. C. N. Chervin, J. S. Ko, B. W. Miller, L. Dudek, A. N. Mansour, M. D. Donakowski, T. Brintlinger, P. Gogotsi, S. Chattopadhyay, T. Shibata, J. F. Parker, B. P. Hahn, D. R. Rolison, J. W. Long, J. Mater。化学。农业工程学报,2015,39(5)。2. 陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,陈志强,2014(4)。
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引用次数: 0
Electroanalytical Measurement of Steroid Hormone with Carbon Electrode Sensor 用碳电极传感器电分析测量类固醇激素
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01482526mtgabs
Alexander George Zestos, Michelle Hadad, Nadine Hadad
Cortisol is a vital steroid hormone that has been known as the “stress hormone,” which is elevated during times of high stress and anxiety. The improved detection of cortisol is critically important as it will help further our understanding of stress during several physiological states. Several methods exist to detect cortisol, however, they suffer from low biocompatibility, spatiotemporal resolution, and are relatively slow. In this study, we developed an assay to measure cortisol with carbon fiber microelectrodes (CFMEs) and fast-scan cyclic voltammetry (FSCV). FSCV is typically utilized to measure small molecule neurotransmitters by producing a readout CV for the specific detection of biomolecules on a fast, subsecond timescale with biocompatible CFMEs. It has seen enhanced utility in measuring peptides and other larger and more complex molecules. We developed a waveform to electro-reduce cortisol at the surface of CFMEs. The sensitivity of cortisol was found to be 5 nA/uM and was adsorption controlled on the surface of CFMEs and stable over several hours. Cortisol was co-detected with several other biomolecules such as dopamine and serotonin, and the waveform was fouling resistant to repeated injections of cortisol on the surface of the CFMEs. Furthermore, we also measured exogenously applied cortisol onto brain tissue and simulated urine to demonstrate biocompatibility and potential use in vivo . The specific biocompatible detection of cortisol with high spatiotemporal resolution will help further elucidate its biological significance and further understand its physiological importance in the brain.
皮质醇是一种重要的类固醇激素,被称为“压力激素”,在高压力和焦虑的时候会升高。改进的皮质醇检测是至关重要的,因为它将有助于我们进一步了解几种生理状态下的压力。存在几种检测皮质醇的方法,然而,它们存在低生物相容性、时空分辨率和相对缓慢的问题。在这项研究中,我们开发了一种用碳纤维微电极(CFMEs)和快速扫描循环伏安法(FSCV)测量皮质醇的方法。FSCV通常用于测量小分子神经递质,通过产生一个读数CV,用于在快速、亚秒的时间尺度上使用生物相容性CFMEs对生物分子进行特异性检测。它在测量肽和其他更大、更复杂的分子方面的效用得到增强。我们开发了一种波形来电还原CFMEs表面的皮质醇。皮质醇的敏感性为5 nA/uM,在CFMEs表面受吸附控制,并在数小时内保持稳定。皮质醇与其他几种生物分子(如多巴胺和血清素)共同检测,并且波形对CFMEs表面反复注射皮质醇具有抗污染能力。此外,我们还测量了外源性应用于脑组织和模拟尿液的皮质醇,以证明生物相容性和体内潜在的使用。高时空分辨率的皮质醇特异性生物相容性检测将有助于进一步阐明其生物学意义,并进一步了解其在大脑中的生理重要性。
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引用次数: 0
High C-Rate Dynamic Lithium (de)Insertion Pathway Investigated via Synchrotron-Based Operando XRD and Operando Scanning x-Ray Microscopy 基于同步加速器的Operando XRD和Operando扫描x射线显微镜研究了高c速率动态锂(de)插入途径
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01472522mtgabs
Bonho Koo, Jinkyu Chung, Juwon Kim, Hyejeong Hyun, Dimitrios Fraggedakis, Jian Wang, Namdong Kim, Markus Weigand, Tae Joo Shin, Daan Hein Alsem, Norman Salmon, Martin Z. Bazant, Jongwoo Lim
Lithium-ion insertion kinetics fundamentally hinges upon phase transformation behavior during (dis)charging and understanding the rate-dependent kinetics is crucial for the development of high-power batteries. At high c-rates, kinetic hysteresis is amplified and phase evolution becomes heterogeneous and unpredictable. Specifically, discharge becomes more sluggish than charging of most battery electrodes including LiNi x Mn y Co z O 2 (NMC) and LiFePO 4 (LFP). Here, we developed an operando soft x-ray microscopy to simultaneously observe surface charge transfer and bulk lithium diffusion in facet-controlled individual battery particles over a wide range of cycling rates (0.01 – 10C). Our result unambiguously reveals that dynamic asymmetry between fast charging and discharging originates from auto-inhibitory Li-rich and autocatalytic Li-poor surface domains, respectively. In addition, we developed synchrotron-based operando fast XRD to track phase evolution during fast cycling. We directly observed that sluggish Li diffusion at high Li content induces different phase transformations during charging and discharging, with strong phase separation and homogeneous phase transformation during charging and discharging, respectively. Moreover, by electrochemically manipulating the lithium-ion concentration distribution within NCM particles, phase separation pathway could be redirected to solid-solution kinetics even at 7 C-rate. Our work lays the groundwork for developing high-power applications and ultrafast charging protocols Figure 1
锂离子插入动力学从根本上取决于(不)充电过程中的相变行为,了解速率相关动力学对大功率电池的发展至关重要。在高碳率下,动力学滞后被放大,相演化变得不均匀和不可预测。具体来说,包括LiNi x Mn y Co z o2 (NMC)和lifepo4 (LFP)在内的大多数电池电极的放电比充电更缓慢。在这里,我们开发了一种operando软x射线显微镜,在宽循环速率(0.01 - 10℃)范围内同时观察facet控制的单个电池颗粒中的表面电荷转移和大块锂扩散。我们的研究结果明确地表明,快速充电和快速放电之间的动态不对称分别源于自抑制富锂和自催化贫锂表面结构域。此外,我们开发了基于同步加速器的operando快速XRD来跟踪快速循环过程中的相演化。我们直接观察到,在高Li含量下,缓慢的Li扩散在充放电过程中引起了不同的相变,在充放电过程中分别发生了强烈的相分离和均匀的相变。此外,通过电化学控制NCM颗粒内锂离子浓度分布,即使在7c -速率下,相分离途径也可以重定向到固溶动力学。我们的工作为开发高功率应用和超快充电协议奠定了基础(图1)
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引用次数: 0
Application of Machine Learning to In2O3-Based Semiconducting Oxide Gas Sensors for High-Performance Gas Discrimination Against Ambient Humidity and Temperature Variations 机器学习在基于in2o3的半导体氧化物气体传感器中的应用,用于对环境湿度和温度变化的高性能气体识别
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01522614mtgabs
Dohyoung Kim, Sang Hun Kim, Jiwon Oh, Yoonmi Nam, Heesu Hwang, Jin-Ha Hwang
Since the advent of the 4 th industrial revolution characteristic of smart living standards, physical and/or chemical sensors have been gaining their academic/industrial interests in association with cloud-based data management, artificial intelligence and big data thanks to ever-increasing computing power and communication technology. In particular, machine learning-operated sensor networks are advancing to offer predictive, prescriptive, and even deductive analytics, overcoming basic descriptive functions. Regardless of the type of sensor, i.e., physical or chemical, homogeneously and/or heterogeneously configured sensor arrays can provide physical status and chemical information that have been impossible to achieve using single-mode sensors alone. This teaming of technology has opened up unprecedented applications that may be possible through sensor network implementation. Electronic nose with semiconducting gas sensors array can be regarded as a promising platform to find new functionality in the recognition of smells and odors through machine learning. Oxide semiconductor gas sensors with high sensitivity, simple structure, rapid response speed, excellent reversibility and facile integration have been widely employed to detect harmful, explosive, and toxic gases but the simple gas sensing mechanism involving charge transfer between the gas and oxide surfaces often leads to a lack of gas selectivity, hampering gas recognition. The machine learning ecosystem is capable of solving the pre-existing drawbacks encountered in chemical sensor domains. However, the recognition of gases under variations in ambient humidity and temperature has barely been investigated, and most studies have focused on the compensation of sensor signals using humidity and temperature sensor. Gas recognition under various humidity conditions by machine learning without the assistance of humidity sensors has never been achieved. Five In 2 O 3 -based semiconducting metal oxide (SMO) gas sensors were combined in the form of sensor arrays with machine learning methodologies with the aim to detecting and discriminating indoor volatile organic compounds (VOCs) such as benzene, xylene, toluene, formaldehyde, and ethanol against humidity and/or temperature variations. The SMO gas sensor performance was evaluated using principal component analysis (PCA) and neural network-based classification in terms of the gas sensor data type/amount, neural network algorithms, sensor combinations, and environmental factors. The PCA analyses revealed the limitations on the discrimination of VOCs under temperature- and/or humidity-interfered gas sensing environments. Gas detection/discrimination could be improved significantly by using neural network-based algorithms, i.e., artificial neural networks (ANNs), deep neural networks (DNNs), and 1-dimensional convolutional neural networks (1D CNNs). The neural network algorithm prediction based on the entire gas sensing/purge transient data outperfor
自从以智能生活标准为特征的第四次工业革命出现以来,由于计算能力和通信技术的不断提高,物理和/或化学传感器在与基于云的数据管理、人工智能和大数据相关的领域获得了学术/工业兴趣。特别是,机器学习操作的传感器网络正在发展,以提供预测、规范甚至演绎分析,克服基本的描述性功能。无论传感器类型如何,即物理或化学,均质和/或非均质配置的传感器阵列都可以提供单独使用单模传感器无法实现的物理状态和化学信息。这一技术团队已经开辟了前所未有的应用,可能通过传感器网络的实施。具有半导体气体传感器阵列的电子鼻可以被认为是一个有前途的平台,可以通过机器学习在气味和气味识别中找到新的功能。氧化物半导体气体传感器具有灵敏度高、结构简单、响应速度快、可逆性好、易于集成等优点,已广泛应用于有害、爆炸性和有毒气体的检测,但由于气体与氧化物表面之间的电荷传递机理简单,往往导致气体选择性不足,阻碍了气体识别。机器学习生态系统能够解决化学传感器领域遇到的预先存在的缺陷。然而,对环境湿度和温度变化下气体识别的研究很少,大多数研究都集中在使用湿度和温度传感器补偿传感器信号上。在没有湿度传感器的情况下,机器学习在各种湿度条件下的气体识别从未实现过。5个基于半导体金属氧化物(SMO)的气体传感器以传感器阵列的形式与机器学习方法相结合,旨在检测和区分室内挥发性有机化合物(VOCs),如苯、二甲苯、甲苯、甲醛和乙醇,以对抗湿度和/或温度变化。根据气体传感器数据类型/数量、神经网络算法、传感器组合和环境因素,利用主成分分析(PCA)和基于神经网络的分类对SMO气体传感器的性能进行了评估。PCA分析表明,在温度和/或湿度干扰的气体传感环境下,VOCs的识别存在局限性。通过使用基于神经网络的算法,即人工神经网络(ann)、深度神经网络(dnn)和一维卷积神经网络(1D cnn),可以显著改善气体检测/识别。基于整个气敏/吹扫瞬态数据的神经网络算法预测优于基于部分气敏瞬态数据的深度学习辅助预测。与1D cnn相比,dnn在训练/验证/测试数据集方面更合适。湿度变化的影响比温度波动的影响更显著。在基于ml的应用中,可以利用2传感器模式组合来取代5传感器操作,而不会显著降低预测精度。即使在环境湿度和/或温度变化的情况下,基于ml的方法也能成功地识别室内VOC污染物。双传感器模式概念可作为一种适用于实际生活和工业现场的超级传感器策略。从相互作用的SMO气体传感器的角度讨论了机器学习的含义和局限性。
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引用次数: 0
(Invited) Green Ammonia-Mediated CO2 Capture and Direct Electrochemical Reduction to Formate (特邀)绿色氨介导的CO2捕获和直接电化学还原成甲酸盐
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01392307mtgabs
Yifu Chen, Hengzhou Liu, Jungkuk Lee, Shuang Gu, Wenzhen Li
Direct electrochemical conversion of CO 2 capture solutions (instead of gaseous CO 2 ) into valuable chemicals can circumvent the energy-intensive CO 2 regeneration and pressurization steps. While commonly used CO 2 capture agents include alkali and amine solutions, ammonia has been rarely investigated. In another aspect, mismanagement of reactive nitrogen (Nr) in waste has emerged as a major problem in water pollution to our ecosystems, causing severe eutrophication and health concerns. Sustainably recovering Nr [such as nitrate (NO 3 − )-N] and converting it into green ammonia (NH 3 ) could mitigate the environmental impacts of Nr and reduce the NH 3 demand from the carbon-intensive Haber-Bosch process, as well as a possible CO 2 capture agent due to its alkaline nature. In this talk, we will present our rencet research on integration of electrodialysis and electrocatalysis for ammonia synthesis from dilute waste Nr sources, and green ammonia-mediated CO 2 capture (to ammonium bicarbonate, NH 4 HCO 3 ) and subsequent reduction to ammonium formate (NH 4 HCO 2 ) as a new approach to CO 2 capture and utilization (CCU). We have demonstrated a record-high NO 3 − -to-NH 3 performance in a scalable, versatile, and cost-effective membrane-free alkaline electrolyzer (MFAEL): an unprecedented NH 3 partial current density of 4.22 ± 0.25 A cm −2 with a faradaic efficiency of 84.5 ± 4.9%. We also discovered that an ammonium bicarbonate (NH 4 HCO 3 )-fed electrolyzer with an anion exchange membrane (AEM) outperforms the state-of-the-art KHCO 3 electrolyzer with a bipolar membrane (BPM) owing to its favorable thermal decomposition property, which allows for a 3-fold increase in the in situ CO 2 concentration, a maximum 23% increase in formate faradaic efficiency, and a 35% reduction in cell voltage by substituting BPM with the AEM. Our integrated process by combining NH 4 HCO 3 electrolysis with CO 2 capturing by on-site generated green ammonia from the electro-reduction of nitrate in MFAEL has shown a remarkable 99.8% utilization of CO 2 capturing agent. Such a multi-purpose process may offer a sustainable route for the simultaneous removal of N r wastes and streamlined CO 2 capturing and upgrading to valuable chemicals.
将二氧化碳捕获溶液(而不是气态二氧化碳)直接电化学转化为有价值的化学品,可以绕过能源密集型的二氧化碳再生和加压步骤。虽然常用的二氧化碳捕获剂包括碱和胺溶液,但氨很少被研究。另一方面,废物中活性氮(Nr)管理不善已成为生态系统水污染的主要问题,造成严重的富营养化和健康问题。可持续地回收Nr[如硝酸盐(no3−)-N]并将其转化为绿色氨(nh3)可以减轻Nr对环境的影响,减少碳密集型Haber-Bosch工艺对nh3的需求,以及由于其碱性而可能成为CO 2捕集剂。在这次演讲中,我们将介绍我们最近的研究成果,包括电渗析和电催化的整合,从稀废Nr源合成氨,以及绿色氨介导的CO 2捕获(碳酸氢铵,nh4 HCO 3)和随后还原为甲酸铵(nh4 HCO 2)作为CO 2捕获和利用(CCU)的新方法。我们在一种可扩展、通用且经济高效的无膜碱性电解槽(MFAEL)中展示了创纪录的no3−到nh3的性能:前所未有的nh3偏电流密度为4.22±0.25 a cm−2,法拉第效率为84.5±4.9%。我们还发现,使用阴离子交换膜(AEM)的碳酸氢铵(nh4 HCO 3)电解槽优于使用双极膜(BPM)的最先进的KHCO 3电解槽,因为它具有良好的热分解性能,可以将原位CO 2浓度提高3倍,甲酸faradaic效率最高提高23%,并且通过使用AEM取代BPM,电池电压降低35%。采用nh4 hco3电解与MFAEL电还原硝态氮现场生成绿氨捕集co2相结合的综合工艺,co2捕集剂的利用率达到99.8%。这种多用途过程可能为同时去除氮废物和简化二氧化碳捕获和升级为有价值的化学品提供可持续的途径。
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引用次数: 0
A Structural Model for Transient Pt Oxidation during Fuel Cell Start-up Using Electrochemical X-Ray Photoelectron Spectroscopy 基于电化学x射线光电子能谱的燃料电池启动过程中瞬态铂氧化的结构模型
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01382205mtgabs
Hassan Nagra, Rik Mom, Axel Knop-Gericke
Potential spikes during the start-up (SU) and shutdown (SD) of fuel cells are a major cause of platinum (Pt) electrocatalyst degradation, which limits the lifetime of the device. The electrochemical oxidation of Pt that occurs on the cathode during the potential spikes plays a key role in this degradation process. However, the composition of the oxide species formed, as well as their role in catalyst dissolution remains unclear. In this study, we employ a special arrangement of XPS (X-ray Photoelectron Spectroscopy), in which the Pt electrocatalyst is covered by graphene, making the in situ examination of the Pt oxidation/reduction under wet conditions possible. We use this assembly to investigate oxidation state changes of Pt within fuel cell relevant potential window. We show that above 1.1 V RHE , a mixed Pt δ+ /Pt 2+ /Pt 4+ surface oxide is formed, with an average oxidation state that gradually increases as the potential is increased. By comparing a model based on the XPS data to the oxidation charge measured during potential spikes, we show that our description of Pt oxidation is also valid during the transient conditions of fuel cell SU/SD. This is due to the rapid Pt oxidation kinetics during the pulses. As a result of the irreversibility of Pt oxidation, some remnants of oxidized Pt remain at typical fuel cell operating potentials after a pulse. Figure 1
燃料电池启动(SU)和关闭(SD)期间的潜在峰值是铂(Pt)电催化剂降解的主要原因,这限制了设备的使用寿命。电位尖峰时阴极上Pt的电化学氧化在这一降解过程中起着关键作用。然而,形成的氧化物种类的组成,以及它们在催化剂溶解中的作用仍不清楚。在这项研究中,我们采用了一种特殊的XPS (x射线光电子能谱)安排,其中Pt电催化剂被石墨烯覆盖,使得在潮湿条件下原位检测Pt氧化/还原成为可能。我们使用该组件来研究Pt在燃料电池相关电位窗口内的氧化态变化。结果表明,在1.1 V RHE以上,形成了混合的Pt δ+ /Pt 2+ /Pt 4+表面氧化物,其平均氧化态随着电位的增加而逐渐增加。通过将基于XPS数据的模型与电位峰值期间测量的氧化电荷进行比较,我们表明,我们对Pt氧化的描述在燃料电池SU/SD的瞬态条件下也是有效的。这是由于脉冲期间Pt的快速氧化动力学。由于Pt氧化的不可逆性,一些残余的氧化Pt在脉冲后仍保持在典型的燃料电池工作电位。图1
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引用次数: 0
(Keynote) Electrochemical CO2 Reduction on NiNC Single Metal Atom Catalysts Under Alkaline to Acidic pH Conditions (主题演讲)碱性到酸性条件下,NiNC单金属原子催化剂的电化学CO2还原
Pub Date : 2023-08-28 DOI: 10.1149/ma2023-01492557mtgabs
Peter Strasser
The science and technology of the direct electrochemical CO 2 reduction reaction on both model electrodes in liquid-electrolyte H-cells and Gas Diffusion Electrodes (GDEs) in flow electrolyzers offer as many formidable challenges as intriguing opportunities. Controlling the selectivity (faradaic efficiency), while maximizing the energy efficiency by lowering the kinetic overpotentials remains key to turn this complex reaction into a practical process embedded in a process chain. In this talk, I will highlight some of our recent advances in the design and characterization of NiNC single site electrocatalysts for the electrochemical reduction of CO 2 to CO and CO 2 /CO mixed feeds into value-added fuels and chemicals in H-cell and Gas Diffusion Electrode (GDE) single cell electrolyzers. Further focus will be placed on the diagnosis of carbonate transport processes during electrolyzer cell operation using the experimentally accessible carbon crossover coefficient, CCC. Performance and its limitations of cell operation in alkaline and acid conditions will be contrasted and discussed.
在液-电解质h电池模型电极和流动电解槽气体扩散电极(GDEs)上进行直接电化学CO 2还原反应的科学技术提供了许多艰巨的挑战和有趣的机会。控制选择性(法拉第效率),同时通过降低动力学过电位来最大化能量效率,仍然是将复杂反应转化为嵌入过程链中的实际过程的关键。在这次演讲中,我将重点介绍我们在设计和表征NiNC单位点电催化剂方面的一些最新进展,这些电催化剂用于在氢电池和气体扩散电极(GDE)单电池电解槽中将CO 2电化学还原为CO和CO 2 /CO混合饲料转化为增值燃料和化学品。进一步的重点将放在使用实验可获得的碳交叉系数CCC来诊断电解槽运行过程中的碳酸盐运输过程。将对碱性和酸性条件下电池运行的性能及其局限性进行对比和讨论。
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引用次数: 0
期刊
ECS Meeting Abstracts
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