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Preparation of pistachio shell-based porous carbon and its adsorption performance for low concentration CO2 开心果壳基多孔碳的制备及其对低浓度二氧化碳的吸附性能
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-28 DOI: 10.1016/j.partic.2024.09.015
Yuhua Zhang , Yanmei Jin , Song Li , Hong Wu , Huijuan Luo
In this study, high-performance porous carbon for CO2 adsorption was synthesized from pistachio shells and modified with urea to enrich nitrogen content in the porous structure. The effects of activation temperature, KOH-to-carbon ratio, and urea addition on the pore structure and CO2 adsorption capacity of the porous carbon were investigated. Characterization was conducted using N2 adsorption-desorption isotherms, scanning electron microscopy (SEM), X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), and Fourier-transform infrared spectroscopy (FT-IR). Results showed that under preparation conditions of 700 °C, KOH-to-carbon ratio of 2, and 15 wt% urea concentration, the synthesized GAC-15-2-700 porous carbon exhibited a maximum specific surface area of 1395 m2/g, micropore volume of 0.505 cm3/g, and N-5 peak area ratio of 65.57%. It achieved a CO2 adsorption capacity of 3.56 mmol/g. Nitrogen functional groups on the porous carbon primarily existed as pyridinic N (N-6), pyrrolic/pyridinic N (N-5), and quaternary N (N-Q), with the enriched micropores and high N-5 content being crucial for CO2 adsorption.
本研究以开心果壳为原料合成了用于吸附二氧化碳的高性能多孔碳,并用尿素对其进行改性,以丰富多孔结构中的氮含量。研究了活化温度、KOH 与碳的比例以及尿素添加量对多孔碳孔隙结构和二氧化碳吸附能力的影响。表征采用了 N2 吸附-解吸等温线、扫描电子显微镜(SEM)、X 射线衍射(XRD)、X 射线光电子能谱(XPS)和傅立叶变换红外光谱(FT-IR)。结果表明,在 700 ℃、KOH 与碳的比例为 2、尿素浓度为 15 wt% 的制备条件下,合成的 GAC-15-2-700 多孔碳的最大比表面积为 1395 m2/g,微孔体积为 0.505 cm3/g,N-5 峰面积比为 65.57%。其二氧化碳吸附容量为 3.56 mmol/g。多孔碳上的氮官能团主要以吡啶氮(N-6)、吡咯/吡啶氮(N-5)和季氮(N-Q)的形式存在,丰富的微孔和高含量的 N-5 是吸附二氧化碳的关键。
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引用次数: 0
Investigation on the particle loss and applicability of aviation nvPM measurement methodology for wide particle size ranges 颗粒损耗调查以及航空 nvPM 测量方法在宽粒度范围内的适用性
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-28 DOI: 10.1016/j.partic.2024.09.012
Minghua Wang , Liuyong Chang , Xuehuan Hu , Meiyin Zhu , Bin Zhang , Guangze Li , Zheng Xu
The precise measurement of non-volatile Particulate Matter (nvPM) is outlined in aviation engine emissions regulations by the International Civil Aviation Organization (ICAO). However, assessing particle losses in the sampling and transfer unit presents challenges, raising concerns about the system's reliability. Moreover, nvPM emissions from small and medium aircraft engines, with thrust not exceeding 26.7 kN, vary widely in size, adding complexity to the measurement process. To provide a comprehensive analysis of particle losses in the sampling and transfer subsystems, this study established a test bench equipped with a nanoparticle generator. The generator simulates nvPM emissions from medium and small aircraft engines and can consistently produce nvPMs with a wide range of concentrations (10³-10⁷/cm³) and size distributions (20–160 nm). Thermophoretic loss verification experiments were conducted within the sampling pipeline under significant temperature differences, investigating the effects of particle size, temperature gradient, and airflow rate on thermophoretic particle losses. The experimental results demonstrated good agreement with the predictions of the model proposed by United Technologies Research Centre (UTRC). After correcting for temperature, the experimental data showed a maximum disparity of 2% under typical engine exhaust conditions, validating the predictability of the thermophoretic loss model for various engine types. Furthermore, verification experiments for particle diffusion and bending losses were performed. Comparative analysis with the UTRC model revealed nvPM inertial deposition under laminar flow conditions with low Reynolds numbers (Re). As the Re increased, the measured data more closely aligned with the simulations. Bending losses due to secondary flow patterns ranged from 1% to 10%, depending on particle size and flow rate. This finding supports the applicability of aviation nvPM measurement methods across a wide particle size range. This research provides theoretical support for future nvPM measurements on various aircraft engines, laying the groundwork for improved accuracy and reliability in emissions monitoring.
国际民用航空组织 (ICAO) 在航空发动机排放法规中规定了非挥发性微粒物质 (nvPM) 的精确测量。然而,评估采样和传输装置中的颗粒损失是一项挑战,引发了对系统可靠性的担忧。此外,推力不超过 26.7 千牛顿的中小型飞机发动机的 nvPM 排放量大小差异很大,增加了测量过程的复杂性。为了全面分析采样和传输子系统中的粒子损失,本研究建立了一个配备纳米粒子发生器的测试台。该发生器模拟了中小型飞机发动机的 nvPM 排放,能够稳定地产生浓度范围(10³-10⁷/cm³)和尺寸分布(20-160 nm)范围广泛的 nvPM。在采样管道内进行了热传导损失验证实验,研究了颗粒大小、温度梯度和气流速度对热传导颗粒损失的影响。实验结果表明,实验结果与联合技术研究中心(UTRC)提出的模型预测结果十分吻合。在对温度进行校正后,实验数据显示,在典型的发动机排气条件下,最大差异为 2%,验证了热泳损失模型对各种类型发动机的可预测性。此外,还进行了颗粒扩散和弯曲损失的验证实验。与 UTRC 模型的对比分析表明,在低雷诺数 (Re) 的层流条件下,nvPM 存在惯性沉积。随着雷诺数的增加,测量数据与模拟数据更加接近。二次流动模式导致的弯曲损失在 1% 到 10% 之间,具体取决于颗粒大小和流速。这一发现支持了航空 nvPM 测量方法在宽粒度范围内的适用性。这项研究为未来在各种飞机发动机上进行 nvPM 测量提供了理论支持,为提高排放监测的准确性和可靠性奠定了基础。
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引用次数: 0
Research progress of high-entropy perovskite oxides in energy and environmental applications: A review 高熵过氧化物在能源和环境应用中的研究进展:综述
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-27 DOI: 10.1016/j.partic.2024.09.008
Jingrui Cao , Shibo Wu , Jiahao He , Yang Zhou , Pianpian Ma
To address the global challenges associated with energy and environmental concerns, the design, development, and application of novel materials have emerged as pivotal drivers. Notably, high-entropy perovskite oxides (HEPOs) amalgamate the merits of both perovskite oxides and high-entropy materials, presenting significant potential in addressing numerous critical issues in energy and environment. This review delves into the recent advancements of HEPOs in these domains. Firstly, it provides an overview of prevalent synthesis techniques for HEPOs, alongside two emerging low-temperature, eco-friendly methods. Subsequently, current strategies to optimize the performance of HEPOs are summarized from three perspectives: compositional engineering, morphological engineering, and structural engineering. The review further underscores their applications in areas such as lithium-ion batteries, supercapacitors, electrocatalysts, and solid oxide fuel cells. Based on this foundation, potential performance optimization strategies and potential application areas of HEPOs are discussed. Finally, it identifies challenges faced by further development of HEPOs in energy and environmental applications and provides an outlook on future developments.
为应对与能源和环境问题相关的全球性挑战,新型材料的设计、开发和应用已成为关键驱动因素。值得注意的是,高熵包晶氧化物(HEPOs)融合了包晶氧化物和高熵材料的优点,在解决能源和环境领域的众多关键问题方面具有巨大潜力。本综述深入探讨了 HEPOs 在这些领域的最新进展。首先,它概述了 HEPO 的主流合成技术,以及两种新兴的低温环保方法。随后,从成分工程、形态工程和结构工程三个角度总结了当前优化 HEPO 性能的策略。综述进一步强调了它们在锂离子电池、超级电容器、电催化剂和固体氧化物燃料电池等领域的应用。在此基础上,讨论了 HEPOs 的潜在性能优化策略和潜在应用领域。最后,报告指出了在能源和环境应用领域进一步开发 HEPOs 所面临的挑战,并对未来发展进行了展望。
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引用次数: 0
Quantitative characterization of granular size segregation: A critical review 颗粒尺寸偏析的定量表征:重要综述
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-26 DOI: 10.1016/j.partic.2024.09.013
Cong Leng, Chengfeng Sun, Zhehan Liao, Jian Xu
Granular size segregation is an inevitable phenomenon in both natural and industrial processes. To understand the underlying mechanisms and develop effective optimization strategies, it is essential to employ robust methodologies that can quantitatively characterize and evaluate size segregation behaviors in granular systems. This review critically examines a wide variety of state-of-the-art methodologies from recent studies to quantify granular size segregation. The features of these methodologies are extracted and organized into a comprehensive framework. Four key questions are thoroughly discussed: evaluation criteria for identical segregation states, sensitivity to sample size, the influence of sampling division pattern, and the capability of handling multiple-component system. Finally, we provide an outlook on the future development of advanced and effective methodologies for granular size segregation characterization.
粒度偏析是自然和工业过程中不可避免的现象。为了了解其基本机制并制定有效的优化策略,必须采用可靠的方法来定量描述和评估颗粒系统中的粒度偏析行为。本综述严格审查了近期研究中用于量化颗粒粒度偏析的各种先进方法。这些方法的特点被提取出来并组织成一个全面的框架。我们深入讨论了四个关键问题:相同偏析状态的评估标准、对样本大小的敏感性、取样划分模式的影响以及处理多组分系统的能力。最后,我们展望了粒度偏析表征先进有效方法的未来发展。
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引用次数: 0
Mechanisms for different cyclabilities of commercial LiCoO2/artificial graphite pouch cells at −10, 0, and 25 °C 商用钴酸锂/人造石墨袋电池在 -10、0 和 25 °C 下不同循环能力的机理
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-26 DOI: 10.1016/j.partic.2024.09.014
Renbo Deng , Shiran Li , Qianqian Wang , Jiaying Liang , Xufeng Zang , Huiling Xia
Although a few studies reveal the reasons of poor charge-discharge abilities for lithium-ion batteries based on LiNixMnyCo1-x-yO2 at low temperature, there are still some practical issues worthy of further investigation. For instance, how the side reactions affect the cyclabilities of commercial LiCoO2/artificial graphite (LCO/AG) cells at different low temperatures, and are the synergistic effects between the side reactions similar to that at room temperature? To answer the issues, the performances of a ⁓3 Ah LCO/AG pouch cell at different temperatures and C-rates are studied. Results illustrate that the obvious increase in charge transferring impedance especially in AG anode at low temperature causes large polarization, then reducing charge-discharge ability and even yielding lithium deposition at −10 °C and 0.5C under 3−4.45 V. Different from at room temperature, the side reactions such as electrolyte decomposition and electrode structural evolution reduce significantly at low temperature, which contribute to an excellent cyclability after 500 cycles at 0 °C. Instead, a series of chain reactions cause a relative lower cyclability at 25 °C. Lithium deposition is slight after 5 cycles at −10 °C, but become considerably severe after 20 cycles and cause rollover failure of capacity. All these results deepen the understanding on mechanisms for different behaviors of LCO/AG cells at low temperature and provide optimization direction.
尽管一些研究揭示了基于镍钴锰酸锂-x-二氧化钛的锂离子电池在低温下充放电能力差的原因,但仍有一些实际问题值得进一步研究。例如,副反应如何影响商用钴酸锂/人造石墨(LCO/AG)电池在不同低温下的循环能力?为了回答这些问题,我们研究了⁓3 Ah LCO/AG 袋式电池在不同温度和 C 率下的性能。结果表明,在-10 °C和0.5 °C、3-4.45 V电压条件下,低温下电荷转移阻抗(尤其是 AG 阳极)明显增加,导致极化较大,进而降低充放电能力,甚至产生锂沉积。与室温下不同的是,低温下电解质分解和电极结构演变等副反应显著减少,这有助于在 0 °C 下循环 500 次后获得极佳的循环能力。相反,在 25 °C时,一系列连锁反应导致循环能力相对较低。在-10 °C下循环 5 次后,锂沉积轻微,但循环 20 次后,锂沉积变得相当严重,并导致容量翻转失效。所有这些结果加深了人们对 LCO/AG 电池在低温下的不同行为机理的理解,并为优化提供了方向。
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引用次数: 0
Mixing state and evolutionary mechanism of oxalic acid homologs in Liaocheng, East China: Insights from seasonal and hourly observations 华东聊城草酸同源物的混合状态和演化机制:季节和小时观测的启示
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-25 DOI: 10.1016/j.partic.2024.09.011
Jiangkai Ma , Jingjing Meng , Yanhui Wang , Xuan Liu , Xiaoting Zhang , Kaiyue Yang , Qiang Liu , Zhanfang Hou
Oxalic acid (C2) is a significant tracer of secondary organic aerosols (SOA), yet its precursors, evolutionary processes, and formation mechanisms are not fully understood. This knowledge gap leads to uncertainties in evaluating the climate effect and global budget of SOA. Here we compared the size distribution, mixing fraction, and evolutionary mechanism of C2-containing particles between summer and winter. In summer, the number of C2 particles and their homologs decreased compared to winter. However, the proportion of C2 relative to the total number of determined particles increased, indicating that the summertime particles are more aged. Higher relative aerosol acidity (Rra) and lower in-situ pH (pHis) in summer suggest that particles are more acidic during this season. Correlation analysis and temporal variation characteristics suggest that from 9: 00 to 15: 00 in summer, C2 particles mostly originate from the photochemical decomposition of larger dicarboxylic aids, driven by O3 concentration. Conversely, from 16: 00 to 20: 00, C2 particles are predominantly formed through aqueous-phase oxidation, influenced by higher relative humidity (RH), aerosol liquid water content (ALWC), and acidity. Additionally, heavy metal particles were the predominant type of C2 particles, and C2 particles exhibited an opposite diurnal variation to Fe in summer, suggesting that the photolysis of iron oxalate complexes is an important sink of C2 particles during this period. In winter, biomass burning (BB) particles were the most abundant, and a robust correlation between levoglucosan and C2 particles indicated a substantial influence of BB on C2 particles. The aqueous generation of C2 particles from α-dicarbonyls driven by acidity was most effective when RH varied from 40% to 60% in the wintertime state of particles. These findings highlight the hourly and seasonal variations in the sources and evolutionary processes of SOA. Such variations must be considered in developing control measures and simulating the climate effect of SOA.
草酸(C2)是二次有机气溶胶(SOA)的重要示踪剂,但人们对其前体、演化过程和形成机制并不完全了解。这一知识空白导致在评估 SOA 的气候效应和全球预算时存在不确定性。在这里,我们比较了夏季和冬季含 C2 粒子的大小分布、混合分数和演化机制。与冬季相比,夏季 C2 颗粒及其同源物的数量有所减少。然而,C2颗粒占测定颗粒总数的比例却增加了,这表明夏季的颗粒更加老化。夏季气溶胶相对酸度(Rra)较高,原位酸碱度(pHis)较低,表明该季节颗粒的酸性较强。相关性分析和时间变化特征表明,在夏季 9:00 至 15:00 期间,C2 颗粒大多来自较大二羧酸助剂的光化分解,由 O3 浓度驱动。相反,从 16:00 到 20:00,C2 颗粒主要是通过水相氧化形成的,受到较高相对湿度 (RH)、气溶胶液态水含量 (ALWC) 和酸度的影响。此外,重金属颗粒是 C2 颗粒的主要类型,而且 C2 颗粒在夏季与铁的昼夜变化相反,这表明草酸铁复合物的光解是这一时期 C2 颗粒的重要汇。在冬季,生物质燃烧(BB)颗粒最为丰富,左旋葡聚糖与 C2 颗粒之间的强相关性表明 BB 对 C2 颗粒有很大影响。在冬季颗粒状态下,当相对湿度在 40% 到 60% 之间变化时,由酸性驱动的 α-二羰基在水溶液中生成 C2 颗粒的过程最为有效。这些发现突显了 SOA 的来源和演化过程存在小时和季节性变化。在制定控制措施和模拟 SOA 的气候效应时,必须考虑这些变化。
{"title":"Mixing state and evolutionary mechanism of oxalic acid homologs in Liaocheng, East China: Insights from seasonal and hourly observations","authors":"Jiangkai Ma ,&nbsp;Jingjing Meng ,&nbsp;Yanhui Wang ,&nbsp;Xuan Liu ,&nbsp;Xiaoting Zhang ,&nbsp;Kaiyue Yang ,&nbsp;Qiang Liu ,&nbsp;Zhanfang Hou","doi":"10.1016/j.partic.2024.09.011","DOIUrl":"10.1016/j.partic.2024.09.011","url":null,"abstract":"<div><div>Oxalic acid (C<sub>2</sub>) is a significant tracer of secondary organic aerosols (SOA), yet its precursors, evolutionary processes, and formation mechanisms are not fully understood. This knowledge gap leads to uncertainties in evaluating the climate effect and global budget of SOA. Here we compared the size distribution, mixing fraction, and evolutionary mechanism of C<sub>2</sub>-containing particles between summer and winter. In summer, the number of C<sub>2</sub> particles and their homologs decreased compared to winter. However, the proportion of C<sub>2</sub> relative to the total number of determined particles increased, indicating that the summertime particles are more aged. Higher relative aerosol acidity (R<sub>ra</sub>) and lower in-situ pH (pH<sub>is</sub>) in summer suggest that particles are more acidic during this season. Correlation analysis and temporal variation characteristics suggest that from 9: 00 to 15: 00 in summer, C<sub>2</sub> particles mostly originate from the photochemical decomposition of larger dicarboxylic aids, driven by O<sub>3</sub> concentration. Conversely, from 16: 00 to 20: 00, C<sub>2</sub> particles are predominantly formed through aqueous-phase oxidation, influenced by higher relative humidity (RH), aerosol liquid water content (ALWC), and acidity. Additionally, heavy metal particles were the predominant type of C<sub>2</sub> particles, and C<sub>2</sub> particles exhibited an opposite diurnal variation to Fe in summer, suggesting that the photolysis of iron oxalate complexes is an important sink of C<sub>2</sub> particles during this period. In winter, biomass burning (BB) particles were the most abundant, and a robust correlation between levoglucosan and C<sub>2</sub> particles indicated a substantial influence of BB on C<sub>2</sub> particles. The aqueous generation of C<sub>2</sub> particles from α-dicarbonyls driven by acidity was most effective when RH varied from 40% to 60% in the wintertime state of particles. These findings highlight the hourly and seasonal variations in the sources and evolutionary processes of SOA. Such variations must be considered in developing control measures and simulating the climate effect of SOA.</div></div>","PeriodicalId":401,"journal":{"name":"Particuology","volume":"95 ","pages":"Pages 223-234"},"PeriodicalIF":4.1,"publicationDate":"2024-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
F-doping effects on microstructure and electrochemical performance of cathode material Li1.2Mn0.54Ni0.13Co0.13O2 F 掺杂对正极材料 Li1.2Mn0.54Ni0.13Co0.13O2 的微观结构和电化学性能的影响
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-24 DOI: 10.1016/j.partic.2024.09.009
Xiaoqian Sun , Yunhui Du , Weiyi Zhang , Mengjiao Jin , Ruiang Fan , Peng Zhang
Lithium-rich manganese-based (Li-rich Mn-based) cathode materials possess high specific capacity, low self-discharge rate and steady working voltage, but cycle performance and rate performance need to be further improved. In this study, cathode materials Li1.2Mn0.54Ni0.13Co0.13O2-xFx (x = 0, 0.02, 0.05, 0.08) are synthesized by the co-precipitation method with the two-step calcination process. And the F-doping effects on the microstructure and the electrochemical performance are investigated in the cathode materials Li1.2Mn0.54Ni0.13Co0.13O2. The results indicate that among all the F-doped cathode materials, the crystal lattice parameters are increased, order degree and stability of the layered structure are improved. As for x = 0.05, cathode material Li1.2Mn0.54Ni0.13Co0.13O1.95F0.05 (LMO-F0.05) shows the best cycle performance and rate performance with its capacity retention rate 87.7% after 100 cycles at 0.2 C and discharge capacity 117 mAh g−1 at 5 C high power. It can be seen that F doping is a simple and crucial strategy to promote the Li ion diffusion and develop high performance layered cathode materials.
富锂锰基(Li-rich Mn-based)正极材料具有高比容量、低自放电率和稳定的工作电压,但循环性能和速率性能有待进一步提高。本研究采用共沉淀法和两步煅烧法合成了 Li1.2Mn0.54Ni0.13Co0.13O2-xFx (x = 0, 0.02, 0.05, 0.08) 阴极材料。研究了掺杂 F 对正极材料 Li1.2Mn0.54Ni0.13Co0.13O2 的微观结构和电化学性能的影响。结果表明,在所有掺杂 F 的阴极材料中,晶格参数都得到了提高,层状结构的有序度和稳定性也得到了改善。当 x = 0.05 时,阴极材料 Li1.2Mn0.54Ni0.13Co0.13O1.95F0.05 (LMO-F0.05)的循环性能和速率性能最好,在 0.2 C 下循环 100 次后容量保持率为 87.7%,在 5 C 大功率下放电容量为 117 mAh g-1。由此可见,掺杂 F 是促进锂离子扩散和开发高性能层状阴极材料的一种简单而关键的策略。
{"title":"F-doping effects on microstructure and electrochemical performance of cathode material Li1.2Mn0.54Ni0.13Co0.13O2","authors":"Xiaoqian Sun ,&nbsp;Yunhui Du ,&nbsp;Weiyi Zhang ,&nbsp;Mengjiao Jin ,&nbsp;Ruiang Fan ,&nbsp;Peng Zhang","doi":"10.1016/j.partic.2024.09.009","DOIUrl":"10.1016/j.partic.2024.09.009","url":null,"abstract":"<div><div>Lithium-rich manganese-based (Li-rich Mn-based) cathode materials possess high specific capacity, low self-discharge rate and steady working voltage, but cycle performance and rate performance need to be further improved. In this study, cathode materials Li<sub>1.2</sub>Mn<sub>0.54</sub>Ni<sub>0.13</sub>Co<sub>0.13</sub>O<sub>2-x</sub>F<sub>x</sub> (x = 0, 0.02, 0.05, 0.08) are synthesized by the co-precipitation method with the two-step calcination process. And the F-doping effects on the microstructure and the electrochemical performance are investigated in the cathode materials Li<sub>1.2</sub>Mn<sub>0.54</sub>Ni<sub>0.13</sub>Co<sub>0.13</sub>O<sub>2</sub>. The results indicate that among all the F-doped cathode materials, the crystal lattice parameters are increased, order degree and stability of the layered structure are improved. As for x = 0.05, cathode material Li<sub>1.2</sub>Mn<sub>0.54</sub>Ni<sub>0.13</sub>Co<sub>0.13</sub>O<sub>1.95</sub>F<sub>0.05</sub> (LMO-F<sub>0.05</sub>) shows the best cycle performance and rate performance with its capacity retention rate 87.7% after 100 cycles at 0.2 C and discharge capacity 117 mAh g<sup>−1</sup> at 5 C high power. It can be seen that F doping is a simple and crucial strategy to promote the Li ion diffusion and develop high performance layered cathode materials.</div></div>","PeriodicalId":401,"journal":{"name":"Particuology","volume":"95 ","pages":"Pages 82-91"},"PeriodicalIF":4.1,"publicationDate":"2024-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142416496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigations into the flow dynamics of mixed biomass particles in a fluidized bed through Hilbert-Huang transformation and data-driven modelling 通过希尔伯特-黄变换和数据驱动建模研究流化床中混合生物质颗粒的流动动力学
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-24 DOI: 10.1016/j.partic.2024.09.010
Bojian Qi , Yong Yan , Wenbiao Zhang
Flow dynamics of binary particles are investigated to realize the monitoring and optimization of fluidized beds. It is a challenge to accurately classify the mass fraction of mixed biomass, considering the limitations of existing techniques. The data collected from an electrostatic sensor array is analyzed. Cross correlation, empirical mode decomposition (EMD), Hilbert-Huang transform (HHT) are applied to process the signals. Under a higher mass fraction of the wood sawdust, the segregation behavior occurs, and the high energy region of HHT spectrum increases. Furthermore, two data-driven models are trained based on a hybrid wavelet scattering transform and bidirectional long short-term memory (ST-BiLSTM) network and a EMD and BiLSTM (EMD-BiLSTM) network to identify the mass fractions of the mixed biomass, with accuracies of 92% and 99%. The electrostatic sensing combined with the EMD-BiLSTM model is effective to classify the mass fraction of the mixed biomass.
研究二元颗粒的流动动力学是为了实现流化床的监测和优化。考虑到现有技术的局限性,准确划分混合生物质的质量分数是一项挑战。本文分析了从静电传感器阵列收集到的数据。交叉相关、经验模式分解(EMD)和希尔伯特-黄变换(HHT)被用于处理信号。在木锯屑质量分数较高的情况下,会出现偏析行为,HHT 频谱的高能量区域会增大。此外,基于混合小波散射变换和双向长短期记忆(ST-BiLSTM)网络以及 EMD 和 BiLSTM(EMD-BiLSTM)网络训练了两个数据驱动模型,以识别混合生物质的质量分数,准确率分别为 92% 和 99%。静电感应与 EMD-BiLSTM 模型相结合可有效地对混合生物质的质量分数进行分类。
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引用次数: 0
Critical state uniqueness of dense granular materials using discrete element method in conjunction with flexible membrane boundary 结合柔性膜边界使用离散元法研究致密颗粒材料的临界状态唯一性
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-21 DOI: 10.1016/j.partic.2024.09.006
Chenglong Jiang , Yajing Liu , Lingling Zeng , Chengshun Xu , Peng Cao
An explanation of the meso-mechanism of sand granular materials for the uniqueness of critical state is presented by means of the discrete element method (DEM) under flexible boundary loading conditions. A series triaxial drainage shear test (DEM simulations), in conjunction with the flexible boundary technique, of were performed for sand samples subjected to various physical states and with different particle size distributions. After carefully investigating the critical status of the results of the numerical calculation, the macroscopic failure modes and shear band evolution of sand, as well as the velocity vector field due to different initial states, were explored and classified. Furthermore, the evaluation rules and discrepancies between overall void ratios of the specimen and local void ratios within the shear band under the critical state were recorded and analyzed. The results proved that a sample with a small void tends to form a shear band, and the rotation of the particles in the non-shear zone is negligible. Conversely, sandy soil with large initial void ratios exhibited limited development of significant shear bands, and the change in void ratios within the shear region and the non-shear area are not significant. Interestingly, the particle-size distribution exerts minimal influence on the evolution rule which the void ratio converges within the shear band and diverges outside the shear region for both multi-stage and single-stage specimens. The void ratio within the shear band and deviator stress ratio tend to exhibit consistently for the same specimen with different initial physical states, thereby distinguishing the critical state. There is a significantly higher change in void ratio within the shear band compared to outside of it, yet it remains stable within a relatively similar range. Additionally, the invariant of the fabric tensor used to describe the critical state characteristics also demonstrates a high degree of consistency within the shear band. These findings strongly indicate that the critical state exists within the shear failure surface and is highly likely to be unique.
在柔性边界加载条件下,通过离散元素法(DEM)解释了砂粒材料临界状态唯一性的中间机制。结合柔性边界技术,对不同物理状态和不同粒度分布的砂样进行了一系列三轴排水剪切试验(DEM 模拟)。在仔细研究了数值计算结果的临界状态后,探讨了砂的宏观破坏模式和剪切带演变,以及不同初始状态下的速度矢量场,并对其进行了分类。此外,还记录并分析了临界状态下试样整体空隙率与剪切带内局部空隙率的评价规则和差异。结果证明,空隙较小的试样倾向于形成剪切带,非剪切带中颗粒的旋转可以忽略不计。相反,初始空隙率较大的砂质土则表现出显著剪切带的有限发展,剪切区域和非剪切区域内的空隙率变化并不显著。有趣的是,无论是多级试样还是单级试样,粒度分布对空隙率在剪切带内收敛、在剪切区外发散的演变规律影响甚微。对于具有不同初始物理状态的同一试样,剪切带内的空隙率和偏离应力比趋于一致,从而区分临界状态。剪切带内的空隙率变化明显高于剪切带外,但仍稳定在一个相对相似的范围内。此外,用于描述临界状态特征的织物张量的不变量在剪切带内也表现出高度的一致性。这些发现有力地表明,临界状态存在于剪切破坏面内,而且极有可能是唯一的。
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引用次数: 0
Experimental study on variable load regulation of circulating fluidized bed with high temperature preheated activated fuel 使用高温预热活性燃料的循环流化床变负荷调节试验研究
IF 4.1 2区 材料科学 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-09-21 DOI: 10.1016/j.partic.2024.09.007
Weijian Song , Zihua Tang , Guoliang Song , Jianguo Zhu , Jingzhang Liu , Haiyang Wang , Yinjiang Zhang
The circulating fluidized bed (CFB) boiler is an essential option, serving as a flexible power source. However, it is notable that CFB boilers exhibit noticeable limitations in rapid load changes. This study delved into the impact of fuel characteristics on CFB load change rate, combustion efficiency, and original NOx emissions using a 2 MW CFB experimental platform. The findings revealed that blending pulverized coal or modified fuel positively influenced the improvement of CFB load change rate, with blending modified fuel showing a more significant effect. Blending the modified fuel and pulverized coal increased the load change rate within the 50%–100% range by 164.4% and 57.3%, respectively. Additionally, blending pulverized coal and modified fuel significantly reduced NOx emissions, although there remained room for improvement in combustion efficiency. Compared to conventional combustion, blending pulverized coal and blending modified fuel decreased NOx emissions by 35.9% and 41.4% at 100% load, respectively.
循环流化床(CFB)锅炉是一种重要的选择,可作为灵活的动力源。然而,值得注意的是,CFB 锅炉在快速负荷变化时表现出明显的局限性。本研究利用 2 兆瓦 CFB 实验平台,深入研究了燃料特性对 CFB 负荷变化率、燃烧效率和氮氧化物原始排放量的影响。研究结果表明,掺入煤粉或改性燃料对提高 CFB 负荷变化率有积极影响,其中掺入改性燃料的影响更为显著。掺入改性燃料和煤粉后,负荷变化率在 50%-100%范围内分别提高了 164.4% 和 57.3%。此外,掺烧煤粉和改性燃料还显著减少了氮氧化物的排放,但燃烧效率仍有待提高。与传统燃烧相比,掺入煤粉和掺入改性燃料在 100%负荷下分别减少了 35.9% 和 41.4% 的氮氧化物排放。
{"title":"Experimental study on variable load regulation of circulating fluidized bed with high temperature preheated activated fuel","authors":"Weijian Song ,&nbsp;Zihua Tang ,&nbsp;Guoliang Song ,&nbsp;Jianguo Zhu ,&nbsp;Jingzhang Liu ,&nbsp;Haiyang Wang ,&nbsp;Yinjiang Zhang","doi":"10.1016/j.partic.2024.09.007","DOIUrl":"10.1016/j.partic.2024.09.007","url":null,"abstract":"<div><div>The circulating fluidized bed (CFB) boiler is an essential option, serving as a flexible power source. However, it is notable that CFB boilers exhibit noticeable limitations in rapid load changes. This study delved into the impact of fuel characteristics on CFB load change rate, combustion efficiency, and original NO<sub><em>x</em></sub> emissions using a 2 MW CFB experimental platform. The findings revealed that blending pulverized coal or modified fuel positively influenced the improvement of CFB load change rate, with blending modified fuel showing a more significant effect. Blending the modified fuel and pulverized coal increased the load change rate within the 50%–100% range by 164.4% and 57.3%, respectively. Additionally, blending pulverized coal and modified fuel significantly reduced NO<sub><em>x</em></sub> emissions, although there remained room for improvement in combustion efficiency. Compared to conventional combustion, blending pulverized coal and blending modified fuel decreased NO<sub><em>x</em></sub> emissions by 35.9% and 41.4% at 100% load, respectively.</div></div>","PeriodicalId":401,"journal":{"name":"Particuology","volume":"95 ","pages":"Pages 178-188"},"PeriodicalIF":4.1,"publicationDate":"2024-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142442117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Particuology
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