Analysis of RFID datasets for smart manufacturing shop floors | IEEE Conference Publication | IEEE Xplore

Analysis of RFID datasets for smart manufacturing shop floors


Abstract:

Radio frequency identification (RFID) technology has received a widespread attention due to its versatility. With the wide implementation of RFID technology in manufactur...Show More

Abstract:

Radio frequency identification (RFID) technology has received a widespread attention due to its versatility. With the wide implementation of RFID technology in manufacturing sites such as shop floors, typical production could be converted into smart manufacturing environment where more and more data are collected and accumulated. Big data analytics provide a good solution to process and analyze data in supporting manufacturing management. This paper introduces a case study of a given RFID dataset from manufacturing shop floors and realizes the data cleansing and data clustering algorithms in Python. Key findings and observations are obtained, which can be used for further investigation.
Date of Conference: 27-29 March 2018
Date Added to IEEE Xplore: 21 May 2018
ISBN Information:
Conference Location: Zhuhai, China

References

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