MACHINE VISION: AN IMPORTANT PILLAR OF INDUSTRY 4.0

Authors

  • Durva Pungle Under-graduate engineering student
  • Ramesh Pungle Professor

DOI:

https://doi.org/10.31695/IJASRE.2020.33841

Keywords:

Machine vision, Vision processing, Industry 4.0, Cyber physical systems, Internet of things.

Abstract

This article focuses on machine vision system which is one of the most important pillars of the industry 4.0. It demonstrates the locations and role of basic elements that are: used in machine vision system and their applications. The paper presents basic structure of the machine vision system with functions of the elements. It gives sequence of general flow processes. The paper explains different types and applications of machine vision systems that are used in an industry 4.0.The paper also explains the evolution of industry from 1.0 to 4.0 and basic components involved in the evolution. Important pillars of the industry 4.0 with their meanings are presented in brief. The basic challenges in implementations of machine vision system are outlined.

Author Biography

Ramesh Pungle, Professor

Department of Mechanical Enginnering

P.E.S.College of Enginnering,Aurangabad (M.S.) - 431002

References

Alasdair Gilchrist, “Industry 4.0: The Industrial Internet of Things”, 1st edition Apress, June 28, 2016, ISBN-10: 1484220463, ISBN-13: 978-1484220467.

John Soldatos, “Introduction to Industry 4.0 and the Digital Shop floor Vision”, Kifisias 44 Ave., Marousi, GR15125, Greece.

www.cognex.com

S.I. Tay, T.C. Lee, N.A. A. Hamid & A.N.A. Ahmad, “An Overview of Industry 4.0: Definition, Components, and Government Initiatives”, Jour of Adv Research in Dynamical & Control Systems, Vol. 10, (14), 2018. ISSN 1943-023X, pp.1379-1387.

Andreja Rojko, “Industry 4.0 Concept: Background and Overview”, International Journal of Interactive Mobile Technologies – eISSN: 1865-7923, Vol. 11, (5), 2017, https://doi.org/10.3991/ijim.v11i5.7072.

Tushar Jain and Meenu, “Automation and Integration of Industries through Computer Vision Systems”, International Journal of Information and Computation Technology. ISSN 0974-2239 Vol. 3, Number, 2013, pp. 963-970.

Vlastimil Hotar, “Introduction to Machine Vision Part1-Fundamental Principles and Hardware”, Technical University of Fliberec, ISBN 978-80-7494-391-1, December 2017.

https://www.thomasnet.com/articles/automation-electronics/machine-vision-systems/

https://www.cognex.com/en-in/what-is/machine-vision/system-types

https://www.devteam.space/blog/10-examples-of-using-machine-vision-in-manufacturing/

Dopico, M., Gomez, A., De la Fuente, D., García, N., Rosillo, R.& Puche, J., “A vision of industry 4.0 from an artificial intelligence point of view”, Int'l Conf. Artificial Intelligence | ICAI'16, ISBN: 1-60132-438-3, CSREA Press,pp-407-413.

Luis Perez, Inigo Rodriguez ,Nuria Rodriguez , Ruben Usamentiaga & Daniel F. García, “Robot Guidance Using Machine Vision Techniques in Industrial Environments: A Comparative Review”, Sensors , 16, 335; 2016, doi:10.3390/s16030335.

Sebastian Saniuk , Sandra Grabowska & Bo˙zena Gajdzik , “Social Expectations and Market Changes in the Context of Developing the Industry 4.0 Concept”, Sustainability 2020, 12, 1362; doi:10.3390/su12041362.

https://blog.robotiq.com/top-10-challenges-for-robot-vision

Published

2020-06-24

How to Cite

Pungle, D., & Pungle, R. (2020). MACHINE VISION: AN IMPORTANT PILLAR OF INDUSTRY 4.0. I. J. Of Advances in Scientific Research and Engineering-IJASRE (ISSN: 2454 - 8006), 6(6), 115-124. https://doi.org/10.31695/IJASRE.2020.33841

Issue

Section

Articles