Assisting the automated analysis of chemical–analytical measurements in spirits using validated algorithms and an intuitive user interface

IF 0.8 Q4 INSTRUMENTS & INSTRUMENTATION Journal of Sensors and Sensor Systems Pub Date : 2023-03-20 DOI:10.5194/jsss-12-93-2023
Andreas T. Grasskamp, Satnam Singh, Helen Haug, T. Sauerwald
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引用次数: 1

Abstract

Abstract. Exhaustive analysis of chemical measurements requires considerable expenditure of time and personnel. However, many aspects of this can be automated by translating manual work into objective algorithmic routines. To this end, we developed adaptable software for gas chromatography data and validated analysis steps using whisky samples. We employed an unspecific, larger, in-house volatile organic compound (VOC) database and another specifically curated database of 217 known whisky chemicals, to automate database-matching based on mass spectra and retention indices. We managed to reduce the amount of necessary interaction, facilitated complex analysis for the less experienced user, and showed that characteristic whisky components constituted the majority of detected molecules in all 16 analyzed samples. With this approach, we present a decisive contribution towards the automated assessment of aroma profiles in food.
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使用经过验证的算法和直观的用户界面,协助自动分析烈酒中的化学分析测量值
摘要化学测量的详尽分析需要花费大量的时间和人力。然而,通过将手工工作转换为客观的算法例程,可以实现许多方面的自动化。为此,我们开发了适用于气相色谱数据的软件,并使用威士忌样品验证了分析步骤。我们使用了一个非特定的、较大的内部挥发性有机化合物(VOC)数据库和另一个专门管理的包含217种已知威士忌化学物质的数据库,以基于质谱和保留指数自动进行数据库匹配。我们设法减少了必要的相互作用,为经验不足的用户提供了复杂的分析,并表明在所有16个分析样品中,特征威士忌成分构成了大多数检测分子。通过这种方法,我们对食品中香气特征的自动评估做出了决定性的贡献。
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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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