A Modular Smart Vision System for Industrial Inspection and Control of Conformity
Article dans une revue avec comité de lecture
JournalSmart and Sustainable Manufacturing Systems
In manufacturing systems, there are several essential tasks to perform before and after the production process. In traditional systems, these tasks were done manually, which can lead to more resource consumption and the risk of human error; however, advanced manufacturing systems and Industry 4.0 tend toward a more autonomous manner. To ensure the compliance of the machining process and the safety of the personnel as well as the machines at the shop floor, the inspection of the overall factory prior to any machining process and the control of conformity of the manufactured parts are necessary in order to know the status of the manufacturing line. This paper proposes a novel modular smart vision system for machine inspection and conformity control of machined parts. Our system uses smart vision technologies embedded in industrial robots and enhanced with image processing and analysis capabilities. The solution also integrates a user interface for human–machine interactions that has been developed with a modular approach, and is designed, launched, and controlled by the manufacturing execution system, allowing agile and customized configuration. By this new approach, the robot inspects all the machines in the factory to check the status before launching the production plan. After the machining process, the system interprets the in situ dimensional analysis for the machined parts and makes decisions about whether the parts are acceptable or require additional machining.
Files in this item
- A Modular Smart Vision System ...
- Embargoed until:
Showing items related by title, author, creator and subject.
Article dans une revue avec comité de lectureBENFRIHA, Khaled; EL ZANT, Chawki; CHARRIER, Quentin; BOUZID, Abdel-Hakim; WARDLE, Peter; BELAIDI, Idir; LOUBÈRE, Stéphane; GHODSIAN, Nooshin; AOUSSAT, Améziane (EDP Sciences, 2021-10)The concept of Industry 4.0 has been developed a lot from a theoretical point of view. However, the real applications on production lines remain few in number, due to the difficulties of interoperability between the different ...
Article dans une revue avec comité de lectureEL ZANT, Chawki; BENFRIHA, Khaled; LOUBÈRE, Stéphane; AOUSSAT, Améziane; ADJOUL, Oussama (Elsevier BV, 2021-06)Industry 4.0 is characterized by increased flexibility of production processes, a level of customization, a level of automation, smart manufacturing execution, and overall optimized production processes. Despite global ...
Algorithmic Strategy for Simultaneous Optimization of Design and Maintenance of Multi-Component Industrial Systems Article dans une revue avec comité de lectureThis article describes a new approach to simultaneous optimization of design and maintenance of large-scale multi-component industrial systems. This approach, in a form of an algorithm, aims to help designers in the search ...
Communication sans acteEL ZANT, Chawki; KLEMENT, Nathalie; BETTAYEB, Belgacem; SAHNOUN, M'hammed; HAVARD, Vincent (2018)Introducing the supervision system architecture of an agricultural robotic system enable the improved performance overcoming the complexity that current autonomous robots face due to the dynamic and unstructured agriculture ...
Chapitre d'ouvrage scientifiqueMANAC'H, Yann-Guirec; BENFRIHA, Khaled; AOUSSAT, Améziane (Springer, 2013)This work presents a novel approach using dependability of sub-assemblies to compute the life cycle cost of complex products (i.e. products that are technologically more complex than average or have a higher life expectancy) ...