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X射线衍射图谱多维解码与数据剖析——以探究储能材料电化学过程中的结构演变为例

冯翔瑾, 张航   

  1. 陕西师范大学化学化工学院, 陕西 西安 710119
  • 收稿日期:2026-07-03 录用日期:2026-08-11
  • 通讯作者: 张航Hang Zhang E-mail:zhangteacher@snnu.edu.cn
  • 基金资助:
    陕西师范大学2026年大学生创新创业训练计划项目;陕西师范大学科研启动项目

Multi-dimensional decoding and data analysis of X-ray diffraction patterns: a case of structural evolution in energy storage materials during electrochemical processes

Xiangjin Feng, Hang Zhang   

  1. School of Chemistry and Chemical Engineering, Shaanxi Normal University, Xi'an 710119, Shaanxi Province, China
  • Received:2026-07-03 Accepted:2026-08-11

摘要: X射线衍射(XRD)是通过X射线与晶体样品作用产生衍射效应,用以表征材料晶体结构的一种常规手段。实际应用时常被简化为物相鉴定工具,容易忽略其图谱所蕴含的精细信息。本文基于XRD基本原理,系统呈现从峰位、峰宽、峰强及Rietveld全谱精修四个维度对图谱进行数据分析和信息解码,并结合电极材料在电化学储锂/钠的研究案例,展现上述微观结构信息与电池性能间的关联,凸显XRD技术在电化学机理研究中的关键作用。旨在启发读者重视常规技术表征内含的丰富数据信息,推动XRD技术在能源材料领域应用的同时,引导初学者重视培养基础表征技术的数据剖析能力。

关键词: X射线衍射, 数据剖析, 结构解析, 电极材料, 构效关系

Abstract: X-ray diffraction (XRD) is a well-established technique for characterizing the crystal structure of materials, relying on the diffraction effects arising from the interaction between X-rays and crystalline samples. In routine practice, however, it is often reduced to a mere phase identification tool, leaving the rich structural information embedded in diffraction patterns largely unexplored. Grounded in the fundamental principles of XRD, this work systematically decodes diffraction data from four complementary perspectives—peak position, peak broadening, peak intensity, and Rietveld full-pattern refinement—and illustrates how each dimension contributes to a comprehensive understanding of structural information. Using case studies on electrode materials undergoing electrochemical lithium and sodium storage, we demonstrate the direct correlations between these microstructural features and battery performance, underscoring the essential role of XRD in probing electrochemical reaction mechanisms. This contribution aims to inspire researchers to recognize the wealth of data obtainable from conventional characterization techniques, promote the broader application of XRD in energy materials research, and encourage novice scientists to cultivate proficiency in data interpretation from fundamental analytical tools.

Key words: X-ray diffraction, Data analysis, Structural exploration, Electrode materials, Structure-activity relationship