Information reuse of nondestructive evaluation (NDE) data sets

IF 0.8 Q4 INSTRUMENTS & INSTRUMENTATION Journal of Sensors and Sensor Systems Pub Date : 2024-05-15 DOI:10.5194/jsss-13-99-2024
Frank Leinenbach, Christopher Stumm, Fabian Krieg, Aaron Schneider
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Abstract

Abstract. To achieve added value from data spaces and data sets in general, an essential condition is to ensure the high quality of the stored information and its continuous availability. Nondestructive evaluation (NDE) processes represent an information source with potential for reuse. These provide essential information for the evaluation and characterization of materials and components. This information, along with others such as process parameters, is a valuable resource for data-driven added value, e.g., for process optimization or as training data for artificial intelligence (AI) applications. However, this use requires the continuous availability of NDE data sets as well as their structuring and readability. This paper describes the steps necessary to realize an NDE data cycle from the generation of information to the reuse of data.
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无损检测(NDE)数据集的信息再利用
摘要要实现数据空间和数据集的附加值,一个基本条件是确保所存储信息的高质量和持续可用性。无损检测(NDE)过程是一种具有重复使用潜力的信息源。它们为材料和部件的评估和表征提供了重要信息。这些信息以及工艺参数等其他信息是数据驱动增值的宝贵资源,例如用于工艺优化或作为人工智能(AI)应用的训练数据。然而,这种使用要求无损检测数据集的持续可用性及其结构化和可读性。本文介绍了实现从信息生成到数据再利用的无损检测数据循环所需的步骤。
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来源期刊
Journal of Sensors and Sensor Systems
Journal of Sensors and Sensor Systems INSTRUMENTS & INSTRUMENTATION-
CiteScore
2.30
自引率
10.00%
发文量
26
审稿时长
23 weeks
期刊介绍: Journal of Sensors and Sensor Systems (JSSS) is an international open-access journal dedicated to science, application, and advancement of sensors and sensors as part of measurement systems. The emphasis is on sensor principles and phenomena, measuring systems, sensor technologies, and applications. The goal of JSSS is to provide a platform for scientists and professionals in academia – as well as for developers, engineers, and users – to discuss new developments and advancements in sensors and sensor systems.
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