Análise bibliométrica das principais tecnologias que permitem a indústria 4.0

Afonso, Bianca Tasso; Inácio, Danilo; Senff, Cecília Dos Santos; Seleme, Robson

doi:10.14488/enegep2019_tn_wpg_000_1668_37134

Cited by 1 publication

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“…Internet of things (IoT) is an integration of emerging technologies that establishes a new path for industrial production systems [1].…”

Section: Theorectical Backgroundmentioning

confidence: 99%

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Industry 4.0 Machine Learning to Monitor the Life Span of Cutting Tools in an Automotive Production Line

Carvalho¹,

Bittencourt²

2021

IJAERS

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The evolution of manufacturing processes in the global industrial scenario is correlated with the growing integration of information technologies, storage capacity and data processing, effective communication between sectors and the development of intelligent and autonomous lines that seek zero waste and quick take-up. decision. In the productive sphere, the use of these resources characterizes intelligent factories, where the manufacture of physical objects is integrated into the information network. Industry 4.0 provides a more flexible, sustainable and agile production chain prioritizing autonomous decision-making integrating hundreds of thousands of generated data and machine learning for problem solving, process improvement and agile and absolute productive monitoring. The present study seeks to prove how decision making through supervised machine learning programming models contributes to cost reduction, increased productivity, waste elimination and process improvement in monitoring tool life in cutting tools used in machining lines process for the manufacture cylinder blocks and cylinder heads of combustion engines in the automotive sector. The knowledge generated from this study reinforces the need and relevance of the concept's dissemination of the fourth industrial revolution in the country, an industrial trend adopted globally in recent years.Investigate the theoretical concepts and tools needed to evaluate the relevance of machine learning and remote data analysis for efficient decision making in the process.Cleginaldo Pereira de Carvalho et al.

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“…Internet of things (IoT) is an integration of emerging technologies that establishes a new path for industrial production systems [1].…”

Section: Theorectical Backgroundmentioning

confidence: 99%

“…Since the beginning of the industrial age, three industrial revolutions have been witnessed. Until in 2011 in Hannover Germany, industry 4.0 or fourth industrial revolution, began to gain prominence on the world stage [1].…”

Section: Introductionmentioning

confidence: 99%

Industry 4.0 Machine Learning to Monitor the Life Span of Cutting Tools in an Automotive Production Line

Carvalho¹,

Bittencourt²

2021

IJAERS

View full text Add to dashboard Cite

show abstract

Análise bibliométrica das principais tecnologias que permitem a indústria 4.0

Cited by 1 publication

References 0 publications

Industry 4.0 Machine Learning to Monitor the Life Span of Cutting Tools in an Automotive Production Line

Industry 4.0 Machine Learning to Monitor the Life Span of Cutting Tools in an Automotive Production Line

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