用于检测葡萄酒变质阈值的电子鼻数据集。

Electronic nose dataset for detection of wine spoilage thresholds.

作者信息

Rodriguez Gamboa Juan C, Albarracin E Eva Susana, da Silva Adenilton J, E Ferreira Tiago A

机构信息

Departamento de Estatística e Informática, Universidade Federal Rural de Pernambuco - UFRPE, Recife, PE, Brazil.

Centro de Informática, Universidade Federal de Pernambuco - UFPE, Recife, PE, Brazil.

出版信息

Data Brief. 2019 Jun 27;25:104202. doi: 10.1016/j.dib.2019.104202. eCollection 2019 Aug.

DOI:10.1016/j.dib.2019.104202

PMID:31334319

原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6624639/

Abstract

In this data article, we provide a time series dataset obtained for an application of wine quality detection focused on spoilage thresholds. The database contains 235 recorded measurements of wines divided into three groups and labeled as high quality (HQ), average quality (AQ) and low quality (LQ), in addition to 65 ethanol measurements. This dataset was collected using an electronic nose system (E-Nose) based on Metal Oxide Semiconductor (MOS) gas sensors, self-developed at the Universidade Federal Rural de Pernambuco (Brazil). The dataset is related to the research article entitled "Wine quality rapid detection using a compact electronic nose system: application focused on spoilage thresholds by acetic acid" by Rodriguez Gamboa et al., 2019. The dataset can be accessed publicly at the repository: https://data.mendeley.com/datasets/vpc887d53s/.

摘要

在本数据文章中，我们提供了一个时间序列数据集，该数据集是为专注于变质阈值的葡萄酒质量检测应用而获取的。该数据库包含235条葡萄酒的记录测量值，这些葡萄酒分为三组，并标记为高质量（HQ）、中等质量（AQ）和低质量（LQ），此外还有65条乙醇测量值。此数据集是使用基于金属氧化物半导体（MOS）气体传感器的电子鼻系统（E-Nose）收集的，该系统由巴西伯南布哥联邦农村大学自行开发。该数据集与Rodriguez Gamboa等人于2019年发表的题为《使用紧凑型电子鼻系统快速检测葡萄酒质量：以醋酸变质阈值为重点的应用》的研究文章相关。该数据集可在以下存储库中公开访问：https://data.mendeley.com/datasets/vpc887d53s/ 。