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IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-26
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引用次数: 0
Optimal operation guidelines for direct recovery of high-purity precursor from spent lithium-ion batteries: hybrid operation model of population balance equation and data-driven classifier 废旧锂离子电池直接回收高纯前驱体的优化操作准则:种群平衡方程与数据驱动分类器混合操作模型
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1107/S1600576724010239
Jeongdong Kim, Seongbin Ga, Sungho Suh, Joseph Sang-Il Kwon, Kiho Park, Junghwan Kim

The direct resynthesis of precursor from spent lithium-ion batteries (LIBs) via co-precipitation is a crucial step in closed-loop cathode recycling systems. However, design and operation strategies for producing high-purity precursors have not been comprehensively explored or optimized. Herein, we propose the optimization of co-precipitation during the recovery of spent LIBs to achieve impurity-free precursor resynthesis. By incorporating the thermodynamic equilibrium model of the leaching solution of spent LIBs into a population balance equation (PBE) model, we identified the operating ranges that prevented the formation of impurities. Bayesian optimization was employed within the screened operating ranges to determine the optimal operating conditions for minimizing both operation time and maximum particle size. This optimization was performed for both unseeded batch and semi-batch systems. The results demonstrate that the selection of an optimal semi-batch operation can reduce the operation time by 23.33% and increase the particle size by 54.75%, owing to the high nucleation and particle growth rate during the initial time step. By employing an optimization approach based on the PBE model, this study provides detailed operational guidelines for batch and semi-batch co-precipitation, enabling the production of high-purity precursor materials from spent LIBs, while minimizing both operating time and maximum particle size.

废旧锂离子电池前驱体的共沉淀法直接再合成是闭环阴极回收系统的关键步骤。然而,生产高纯度前体的设计和操作策略还没有得到全面的探索和优化。在此,我们提出优化废lib回收过程中的共沉淀,以实现无杂质前驱体的再合成。通过将废lib浸出溶液的热力学平衡模型纳入种群平衡方程(PBE)模型,我们确定了阻止杂质形成的操作范围。在筛选的操作范围内,采用贝叶斯优化方法确定操作时间和最大粒径均最小的最佳操作条件。该优化方法适用于非种子批次和半批次系统。结果表明:选择最佳的半间歇操作可使操作时间缩短23.33%,颗粒尺寸增大54.75%,这主要得益于初始时间步长的高成核率和颗粒生长速率。通过采用基于PBE模型的优化方法,本研究为间歇和半间歇共沉淀法提供了详细的操作指南,使废lib生产高纯度前驱体材料成为可能,同时最小化操作时间和最大粒径。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-26
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引用次数: 0
Multimodal reconstruction of TbCo thin-film structure with Bayesian analysis of polarized neutron reflectivity 基于偏振中子反射率贝叶斯分析的TbCo薄膜结构多模态重构
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1107/S1600576724010367
P. S. Savchenkov, K. V. Nikolaev, V. I. Bodnarchuk, A. N. Pirogov, A. V. Belushkin, S. N. Yakunin

Bayesian analysis has been applied to polarized neutron reflectivity data. Reflectivity data from a magnetic TbCo thin-film structure were studied using a combination of a Monte Carlo Markov-chain algorithm, likelihood estimation and error modeling. By utilizing Bayesian analysis, it was possible to investigate the uniqueness of the solution beyond reconstructing the magnetic and structure parameters. The expedience of this approach has been demonstrated, as several probable reconstructions were found (the multimodality case) concerning the isotopic composition of the surface cover layer. Such multimodal reconstruction emphasizes the importance of rigorous data analysis instead of the direct data fitting approach, especially in the case of poor statistically conditioned data typical for neutron reflectivity experiments. This article presents details of the analysis and a discussion of multimodality.

贝叶斯分析已应用于极化中子反射率数据。采用蒙特卡罗马尔可夫链算法、似然估计和误差建模相结合的方法研究了磁性TbCo薄膜结构的反射率数据。利用贝叶斯分析,除了重建磁性和结构参数之外,还可以研究解的唯一性。这种方法的便捷性已被证明,因为发现了几种关于地表覆盖层同位素组成的可能重建(多模态情况)。这种多模态重建强调了严格的数据分析的重要性,而不是直接的数据拟合方法,特别是在中子反射率实验中典型的统计条件差的数据的情况下。本文详细介绍了多模态的分析和讨论。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-26
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-23
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引用次数: 0
PyFaults: a Python tool for stacking fault screening PyFaults:用于堆叠故障筛选的Python工具
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-22 DOI: 10.1107/S1600576724009956
Sinclair R. Combs, Annalise E. Maughan

PyFaults is an open-source Python library designed to model stacking fault disorder in crystalline materials and qualitatively assess the characteristic selective broadening effects in powder X-ray diffraction (PXRD). Here, the main capabilities of PyFaults are presented, including unit cell and supercell model construction, PXRD pattern calculation, assessment against experimental PXRD, and methods for rapid screening of candidate models within a set of possible stacking vectors and fault occurrence probabilities. This program aims to serve as a computationally inexpensive tool for identifying and screening potential stacking fault models in materials with planar disorder. Three diverse case studies, involving GaN, Li2MnO3 and Li3YCl6, are presented to illustrate the program functionality across a range of structure types and stacking fault modalities.

PyFaults是一个开源Python库,用于模拟晶体材料中的层错无序,并定性评估粉末x射线衍射(PXRD)中的特征选择性展宽效应。本文介绍了PyFaults的主要功能,包括单元胞和超级单体模型构建,PXRD模式计算,实验PXRD评估,以及在一组可能的堆叠向量和故障发生概率中快速筛选候选模型的方法。该程序旨在作为一种计算成本低廉的工具,用于识别和筛选具有平面无序的材料中的潜在层错模型。三个不同的案例研究,涉及氮化镓,Li2MnO3和Li3YCl6,展示了程序在一系列结构类型和堆叠故障模式中的功能。
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引用次数: 0
Symmetry groups of the Batak basketweave patterns 巴塔克编织图案的对称组
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-22 DOI: 10.1107/S1600576724009993
Ma. Louise Antonette De Las Peñas, Agnes Garciano, Debbie Marie Verzosa, Mark Tomenes

Layer groups are three-dimensional crystallographic groups that have translational symmetries in two dimensions. This paper discusses the layer group symmetries of the patterns arising from two-way twofold weaves found in the baskets, trays and mats of the Batak, an indigenous community in the Philippines. This study reports 44 distinct Batak weave patterns, culled from existing studies on Batak basketry; from museums, exhibits and social enterprises focusing on Batak products in the Philippines; and from a two-day visit to a Batak community in Palawan. The method used in this study to determine the symmetry group of a two-way twofold weave was to first codify the weave by means of a design, which is a 2-coloring of a regular tiling by squares where a tile is colored one of two colors, depending on whether a weft is over a warp or vice versa in the corresponding weave. Next, the side-preserving and side-reversing symmetries of the weave were derived from the color symmetry group structure of its corresponding design. The symmetry groups found are of 15 layer group types, out of the 80 layer groups known in crystallography.

层群是具有二维平移对称性的三维晶体群。本文讨论了在菲律宾土著社区Batak的篮子、托盘和垫子中发现的双向双重编织图案的层群对称性。本研究报告了44种不同的巴达克编织图案,这些图案是从现有的巴达克编织研究中挑选出来的;来自专注于菲律宾巴塔克产品的博物馆、展览和社会企业;在巴拉望岛的巴塔克社区进行了为期两天的访问。在本研究中使用的方法,以确定一个双向双向编织的对称组是首先编纂的编织方式,这是一个规则瓷砖的正方形的两种颜色,其中瓷砖是两种颜色中的一种,这取决于在相应的织纬是在经纱上,反之亦然。其次,根据织物相应设计的颜色对称群结构,推导出织物的保侧对称性和反侧对称性;在晶体学已知的80个层群中,发现的对称群有15个层群类型。
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-22
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引用次数: 0
IF 5.2 3区 材料科学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-22
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引用次数: 0
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Journal of Applied Crystallography
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