3D打印混凝土的力学性能:RILEM TC 304-ADC实验室间研究-用于查询、共享和分析实验数据的数据库系统的设计和实现

IF 3.9 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
Annika Robens-Radermacher, Cezary Kujath, Freek Bos, Viktor Mechtcherine, Jörg F. Unger
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引用次数: 0

摘要

实验室间研究对于实施新的创新材料或技术(如3D混凝土打印、认证参考材料和验证方法)的标准化测试方法至关重要。它们为建议和设计标准提供了基础。通常,收集到的数据仅用于一项研究,并以论文形式发表,不开放访问原始数据文件。但是,以可共享和可重用的方式保存收集到的数据和分析过程可以为进一步使用带来好处。可以添加具有相同结构的新数据,或者可以通过新的分析过程对数据进行分析,从而产生新的知识。此外,通过避免重复相同的测量可以节省资源。根据近年来材料科学与工程领域的数字化趋势,RILEM技术委员会304-ADC建立了3D打印混凝土力学性能实验室间研究数据库。讨论了定义数据结构、上传数据和使用数据库进行评估的挑战和经验。使用openBIS软件创建和填充数据库,开发并讨论了将数据库导出为SQLite格式的方法,以生成可共享和可重用的数据库。使用导出的数据库,可以独立于特定的数据管理系统查询数据。此外,还演示了使用可重用工作流自动化分析过程的数据处理示例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanical properties of 3D printed concrete: a RILEM TC 304-ADC interlaboratory study-Design and implementation of a database system for querying, sharing, and analyzing experimental data

Interlaboratory studies are essential for implementing standardized test methods for new innovative materials or technologies such as 3D concrete printing, certifying reference materials, and validating methods. They provide the basis for recommendations and design standards. Typically, the collected data are used only for one study and are published in paper form, without open access to the raw data files. However, preserving the collected data and analysis procedures in a shareable and reusable way leads to advantages for further usage. New data with the same structure can be added or the data can be analyzed by a new analysis procedure generating new knowledge. Additionally, resources are saved by avoiding the repetition of the same measurements. In line with the recent digitalization trend in material science and engineering, a database for the interlaboratory study on mechanical properties of 3D printed concrete conducted in RILEM Technical Committee 304-ADC is established. The challenges and experiences from defining the data structure, uploading the data, and using the database for evaluations are discussed. The openBIS software is used to create and fill the database, while an export method to an SQLite format is developed and discussed to generate a shareable and reusable database. With the exported database, querying the data is possible independently of a particular data management system. Additionally, examples of data processing with reusable workflows automating the analysis procedure are demonstrated.

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来源期刊
Materials and Structures
Materials and Structures 工程技术-材料科学:综合
CiteScore
6.40
自引率
7.90%
发文量
222
审稿时长
5.9 months
期刊介绍: Materials and Structures, the flagship publication of the International Union of Laboratories and Experts in Construction Materials, Systems and Structures (RILEM), provides a unique international and interdisciplinary forum for new research findings on the performance of construction materials. A leader in cutting-edge research, the journal is dedicated to the publication of high quality papers examining the fundamental properties of building materials, their characterization and processing techniques, modeling, standardization of test methods, and the application of research results in building and civil engineering. Materials and Structures also publishes comprehensive reports prepared by the RILEM’s technical committees.
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