Sběr a vizualizace dat z výrobních IoT zařízení

The diploma thesis deals with the issue of automated data collection from shopfloor IoT devices that are able to send data about their operation. Based on the obtained data, the work deals with the visualization of the coefficient of overall equipment effectiveness (OEE). The aim of this work is to create a functional prototype of an IT solution that provides data collection from Mazak manufacturing IoT device and visualizes the collected data in the Plant Applications application environment in order to monitor the efficiency of shopfloor IoT device. The work is divided into three main parts. The first part deals with the characteristics of the current solution and the specification of functional and non-functional requirements for the new IT solution. The second part represents the answers to the established research questions that deal with models of data collection from IoT and IIoT devices, how data collection is connected with Industry 4.0 and how the relationship between data collection and their visualization is defined. The third part deals with the design, development and testing of the IT solution according to the DSDM methodology. The design phase based on functional and non-functional requirements describes the functional design of the IT solution. The development phase implements the proposed IT solution and the testing phase verifies compliance with functional and non-functional requirements. The contribution of this diploma thesis is the design, development and testing of a IT solution prototype that collects data from Mazak shopfloor manufacturing IoT device and then visualizes this data through the coefficient of overall equipment effectiveness (OEE) in GE Aviation Czech.