How to Discover Knowledge for Improving Availability in the Manufacturing Domain?

Fabian Utz, Christian Neumann, Tafreschi Omid
2018 Proceedings of the 51st Hawaii International Conference on System Sciences   unpublished
This paper presents a specific process model for Knowledge Discovery in Databases (KDD) projects aiming at availability improvement in manufacturing. For this purpose, Overall Equipment Efficiency (OEE) is analyzed and used, since it is an approved approach to monitor and improve the degree of availability in manufacturing. To define the specific process model, we use the generic CRISP-DM reference model and conduct a mapping for availability improvement. We prove the applicability of our model
more » ... in the context of a specific KDD project in a large enterprise in the manufacturing industry.
doi:10.24251/hicss.2018.552 fatcat:75edjyvotfdq7n2tsxsaejvx4e