Data Analytics for Smart Manufacturing: A Case Study

Nadeem Iftikhar, Thorkil Baattrup-Andersen, Finn Nordbjerg, Eugen Bobolea, Paul-Bogdan Radu

Abstract

Due to the emergence of the fourth industrial revolution, manufacturing business all over the world is changing dramatically; it needs enhanced efficiency, competency and productivity. More and more manufacturing machines are equipped with sensors and the sensors produce huge volume of data. Most of the companies do neither realize the value of data nor how to capitalize the data. The companies lack techniques and tools to collect, store, process and analyze the data. The objective of this paper is to propose data analytic techniques to analyze manufacturing data. The analytic techniques will provide both descriptive and predictive analysis. In addition, data from the company’s ERP system is integrated in the analysis. The proposed techniques will help the companies to improve operational efficiency and achieve competitive benefits.

Download


Paper Citation


in Harvard Style

Iftikhar N., Baattrup-Andersen T., Nordbjerg F., Bobolea E. and Radu P. (2019). Data Analytics for Smart Manufacturing: A Case Study.In Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: DATA, ISBN 978-989-758-377-3, pages 392-399. DOI: 10.5220/0008116203920399


in Bibtex Style

@conference{data19,
author={Nadeem Iftikhar and Thorkil Baattrup-Andersen and Finn Nordbjerg and Eugen Bobolea and Paul-Bogdan Radu},
title={Data Analytics for Smart Manufacturing: A Case Study},
booktitle={Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: DATA,},
year={2019},
pages={392-399},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008116203920399},
isbn={978-989-758-377-3},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: DATA,
TI - Data Analytics for Smart Manufacturing: A Case Study
SN - 978-989-758-377-3
AU - Iftikhar N.
AU - Baattrup-Andersen T.
AU - Nordbjerg F.
AU - Bobolea E.
AU - Radu P.
PY - 2019
SP - 392
EP - 399
DO - 10.5220/0008116203920399