Procedia Computer Science · 2021 · 23 citations · 12 references
This paper addresses the concept of Industry 4.0 from the perspective of the molds industry, a key industry in today’s industrial panorama. With its constant modernization, several technologies have been introduced, in particular regarding machining equipment. With each brand and model requiring different (proprietary) interfaces and communication protocols, this technological diversity renders the automatic interconnection with production management software extremely challenging. In this paper a methodology to build monitoring solutions for machining devices is defined, based on the main equipment and operations used by molds industry companies. For a standardized approach, OPC UA is used for high-level communication between the various systems. As a key result of this paper, and given the variety of monitoring systems and communication protocols, the developed approach combines various different machine interfaces on a single system, in order to cover a relevant subset of machining equipment currently in use by the molds industry. This kind of all-in-one approach will give production managers access to the information needed for a continuous monitoring and improvement of the entire production process.
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A Cyber-Physical Machine Tools Platform using OPC UA and MTConnect
Chao Liu, Hrishikesh Vengayil, Yuqian Lu et al. · Journal of Manufacturing Systems · 2019 · 220 citations · Full text
Tool wear predictability estimation in milling based on multi-sensorial data
Panos Stavropoulos, Alexios Papacharalampopoulos, E. Vasiliadis et al. · The International Journal of Advanced Manufacturing Technology · 2015 · 153 citations · Full text
Engineering, Industrial Engineering, Mechanical Engineering +18
Driver current analysis for sensorless tool breakage monitoring of CNC milling machines
René de Jesús Romero-Troncoso, Gilberto Herrera-Ruíz, Terol-Villalobos Iván et al. · International Journal of Machine Tools and Manufacture · 2003 · 82 citations
Electrical Engineering, Condition Monitoring, Driver Current Analysis +7