TY - JOUR
T1 - Electronic nose dataset for beef quality monitoring in uncontrolled ambient conditions
AU - Wijaya, Dedy Rahman
AU - Sarno, Riyanarto
AU - Zulaika, Enny
N1 - Publisher Copyright:
© 2018 The Authors
PY - 2018/12
Y1 - 2018/12
N2 - In recent years, the development of a rapid, simple, and low-cost meat assessment system using an electronic nose (e-nose) has been the concern of researchers. In this data article, we provide a time series dataset that was obtained from a beef quality monitoring experiment using an e-nose in uncontrolled ambient conditions. The availability of this dataset will enable discussion on how to deal with noisy e-nose signals and non-optimum sensor array in beef quality monitoring. Hence, the development of proper signal processing and robust machine learning algorithm are several challenges that must be faced. Furthermore, this dataset can also be useful as a comparison dataset for similar e-nose applications, such as air quality monitoring, smart packaging system, and food quality monitoring.
AB - In recent years, the development of a rapid, simple, and low-cost meat assessment system using an electronic nose (e-nose) has been the concern of researchers. In this data article, we provide a time series dataset that was obtained from a beef quality monitoring experiment using an e-nose in uncontrolled ambient conditions. The availability of this dataset will enable discussion on how to deal with noisy e-nose signals and non-optimum sensor array in beef quality monitoring. Hence, the development of proper signal processing and robust machine learning algorithm are several challenges that must be faced. Furthermore, this dataset can also be useful as a comparison dataset for similar e-nose applications, such as air quality monitoring, smart packaging system, and food quality monitoring.
UR - http://www.scopus.com/inward/record.url?scp=85057815085&partnerID=8YFLogxK
U2 - 10.1016/j.dib.2018.11.091
DO - 10.1016/j.dib.2018.11.091
M3 - Article
AN - SCOPUS:85057815085
SN - 2352-3409
VL - 21
SP - 2414
EP - 2420
JO - Data in Brief
JF - Data in Brief
ER -