A PLC BASED ROBUST MONITORING MODEL FOR THE LA BELLING MACHINE AUTOMATION PROCESS
Küçük Resim Yok
Tarih
2014
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Polish Maintenance Soc
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This paper presents a method for improving the labelling process and a robust monitoring model for the labelling machine with the purpose of reducing waste of labels and bottles. The proposed monitoring method is based on a combination of Matlab (R)-designed and hardware-in-the-loop (HIL) simulationas well as Arena Simulation. The method solves problems with the application of labels during the labelling stage and provides a robust monitoring algorithm that recognizes defective labels before they are stuck onto bottles. The Grafcet optimal algorithm for recognizing defective labels is executed. The Matlab (R) Stateflow model for monitoring and recognizing defective labels is applied. The proposed algorithms are complete, and optimized solutions are ready for implementation in the existing PLC supervisory control system. Based on HIL simulations, the proposed method ensures an increase of the total production quantity. Statistical data was collected directly from the field, classified using Statfit software, and used in Arena Simulation software to present the difference and benefits before and after using the PLC-based robust monitoring model for the labelling machine automation process.
Açıklama
Anahtar Kelimeler
label defects detection, robust monitoring Stateflow (R) model, labelling, PLC, HIL simulation
Kaynak
Eksploatacja I Niezawodnosc-Maintenance And Reliability
WoS Q Değeri
Q2
Scopus Q Değeri
Cilt
16
Sayı
3
