A Flexible and Intelligent Production System for Process Planning and Enterprise Performance Optimization
Date
2023-11-07Author
Brown, Liam
Fernandes, Ederson Carvalhar
Iaksch, Jaqueline Sebastiany
Ferreira Tabor, Sandro Jessé
Romanel, Luiz Gustavo
Borsato, Milton
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Show full item recordAbstract
Many companies have been expending considerable efforts to
continuously improve manufacturing processes to ensure their competitiveness and
remain in the market. Value Stream Mapping is a strategic tool that makes it possible
to visualize the macro of production to assist in planning and decision-making. It is
a process mapping that considers the workflow of a product from the arrival of the
raw material to the result that is delivered to the customer. Despite the benefits this
tool has provided to organizations, the time for its development is still very high, as
its data is still filled manually, allowing its analysis to be error-prone. Digital
technologies have brought several improvements to the methods and tools of
organizations. With the goal of obtaining contributions to engineering through
transdisciplinary approaches to decision support tools and methods, therefore, this
study will present the development of a dynamic web application using data
analytics and machine learning to visualize, identify bottlenecks, predict, and update
data in current and future state mappings. Intelligent systems tend to eliminate the
routine activities of engineering, so this application will allow engineers and
technicians to dedicate more time to dedicate themselves exclusively to activities
that require a more challenging level of managerial decision-making
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