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Machine Vision applications in a Learning Factory

Procedia Manufacturing

Eduardo de S. Zancul;
Fernando A.T.V. da Silva Neto;
Fernando P. Lopes;
Henrique O. Martins

Abstract

Machine vision has seen an increasing potential for adoption in manufacturing due to increasing technology performance and decreasing costs. In this scenario, a demonstrator in a Learning Factory may support industry assessment and students’ training. This research presents two machine vision applications in a Learning Factory – a quality control solution and a sorting station. Results obtained include increased machine vision awareness among students and the industry, students training, and a solution that can be spillover from the Learning Factory to industrial applications. The steps followed in this research could serve as a reference for other Learning Factory machine vision implementations.

Palavras-Chave:

Machine VisionQuality Controlconvolutional neural network (CNN)

Tema:

GESTÃO DA INOVAÇÃO; TECNOLOGIA DISRUPTIVA;

Ano:

2020

Journal:

Procedia Manufacturing

Autores:

Eduardo de S. Zancul;
Fernando A.T.V. da Silva Neto;
Fernando P. Lopes;
Henrique O. Martins
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