Embedded Image Processing on Raspberry Pi Connected to the Industrial Control System

• Autorzy: Jozef Hrbček , Emília Bubeníková
• Języki publikacji: EN

Abstrakty

EN

This paper deals with the image processing from the camera for Raspberry Pi connected with real-time communication network to the control system (PLC). The low time delay for receiving and sending commands, data, etc. is very important in the automating production processes. This can be provided by industrial real-time network based on Ethernet. The Ethernet POWERLINK, which is supported on B&R PLCs, is one of them. It is a simple solution for a variety of applications because the POWERLINK is publicly available as the open source. Connecting the PLC and Raspberry Pi with Ethernet POWERLINK opens up many applications in industrial automation. For example, image data obtained using a camera attached to Raspberry Pi can be used to sense image of manufacturing processes and products and evaluate their quality in industrial automation. This article focuses on an image processing unit and the PLC system with CPU redundancy used in the industrial application. Vision systems are often used to improve products quality control, saving costs and time. (original abstract)

Słowa kluczowe

EN

Image processing; Integration of production control; Industrial enterprises

PL

Przetwarzanie obrazu; Integracja sterowania produkcją; Przedsiębiorstwo przemysłowe

• Czasopismo: Multidisciplinary Aspects of Production Engineering
• Rocznik: 2019
• Tom: 2
• Strony: 62--71

Twórcy

autor

Jozef Hrbček

• University of Žilina, Slovak Republic

autor

Emília Bubeníková

• University of Žilina, Slovak Republic

Bibliografia

• Bruckner, D. (2018). OPC UA TSN - A new solution for industrial communication. B&R Industrial Automation. [online] Available at: https://www.automationworld.com/sites/default/files/opc_ua_tsn_whitepaper_1.pdf [Accessed 10 Apr. 2019].
• Bubeníková, E. (2015), The ways of streamlining digital image processing algorithms used for detection of lines in transport scenes video recording, In: PDES 2015: 13th IFAC and IEEE conference on Programmable devices and embedded systems: Cracow, Poland, pp. 174-179.
• B&R systems documentation. Redundancy. (2019). [online] Available at: https://www.brautomation. com/en/technologies/redundancy/ [Accessed 10 Apr. 2019].
• Camelia library, C++ (2019), [online] Available at: http://camellia.sourceforge.net [Accessed 29 Apr. 2019].
• EPSG (The Ethernet POWERLINK Standardization Group). (2019). An Open Source POWERLINK protocol stack: openPOWERLINK. [online] Available at: http://openpowerlink.sourceforge.net/web/ [Accessed 10 Apr. 2019].
• Face detection using OpenCV and Python: A beginner´s guide. Superdatascience, [online] Available at: https://www.superdatascience.com/opencv-face-detection/, [Accessed 29 Apr. 2019].
• Face detection using Haar cascades. OpenCV python tutorials, [online] Available at: http://opencv-pythontutroals.readthedocs.io/en/latest/py_tutorials/py_objdetect/py_face_detection/py_face_ detection.html

Identyfikatory

DOI

10.2478/mape-2019-0006