Real-time assessment of machine performance through the use of an intelligent sensorial system

10th International Symposium Machine and Industrial Design in Mechanical Engineering

工业技术;机械制造

Gillich, E.V.^1 ; Mocan, M.^1 ; Korka, Z.I.^2 ; Gillich, G.R.^2 ; Hamat, C.O.^2

Universitatea Politehnica Timisoara, Romania^1

Universitatea Eftimie Murgu Resita, Romania^2

关键词: Human intervention;    Industrial processs;    Machine performance;    Monitoring system;    Production Planning;    Production volumes;    Real-time assessment;    Real-time changes;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/393/1/012082/pdf
DOI  :  10.1088/1757-899X/393/1/012082

学科分类：工业工程学

来源: IOP

【 摘 要 】

This paper addresses the subject of process monitoring of self-organizing production chains. It proposes a strategy to assess in real time the production volume and quality by making use of a monitoring system that includes sensors and a program developed to this aim. The system is implemented in a critical node of the production chain and provides information used for unsupervised industrial processes conducting. In addition, the data is transmitted via the Ethernet or WiFi to the different departments (production planning, accounting, maintenance, quality assurance) as information or to request taking of measures if human intervention is needed. The efficiency of the proposed strategy is illustrated by an experimental case study in which the functioning of a machine in different states is simulated. The monitoring system's capability to recognize in real time changes in the machine state and its effectiveness to identify malfunctioning in the production chain is discussed.