From Human-Human to Human-Machine Cooperation in Manufacturing 4.0

Humans are currently experiencing the fourth industrial revolution called Industry 4.0. This revolution came about with the arrival of new technologies that promise to change the way humans work and interact with each other and with machines. It aims to improve the cooperation between humans and mac...

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Autores principales:	Lydia Habib, Marie-Pierre Pacaux-Lemoine, Quentin Berdal, Damien Trentesaux
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	industry 4.0 intelligent manufacturing system human-machine cooperation Chemical technology TP1-1185 Chemistry QD1-999
Acceso en línea:	https://doaj.org/article/ee11b2bf3c5d4eb5ab980fb64cbddc71
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spelling	oai:doaj.org-article:ee11b2bf3c5d4eb5ab980fb64cbddc712021-11-25T18:50:20ZFrom Human-Human to Human-Machine Cooperation in Manufacturing 4.010.3390/pr91119102227-9717https://doaj.org/article/ee11b2bf3c5d4eb5ab980fb64cbddc712021-10-01T00:00:00Zhttps://www.mdpi.com/2227-9717/9/11/1910https://doaj.org/toc/2227-9717Humans are currently experiencing the fourth industrial revolution called Industry 4.0. This revolution came about with the arrival of new technologies that promise to change the way humans work and interact with each other and with machines. It aims to improve the cooperation between humans and machines for mutual enrichment. This would be done by leveraging human knowledge and experience, and by reactively balancing some complex or complicated tasks with intelligent systems. To achieve this objective, methodological approaches based on experimental studies should be followed to ensure a proper evaluation of human-machine system design choices. This paper proposes an experimental study based on a platform that uses an intelligent manufacturing system made up of mobile robots, autonomous shuttles using the principle of intelligent products, and manufacturing robots in the context of Manufacturing 4.0. Two experiments were conducted to evaluate the impact of teamwork human-machine cooperation, performance, and workload of the human operator. The results showed a lower level of participants’ assessment of time demand and physical demand in teamwork conditions. It was also found that the team working improves the subjective human operator Know-how-to-cooperate when controlling the autonomous shuttles. Moreover, the results showed that in addition to the work organization, other personal parameters, such as the frequency of playing video games could affect the performance and state of the human operator. They raised the importance of further analysis to determine cooperative patterns in a group of humans that can be adapted to improve human-machine cooperation.Lydia HabibMarie-Pierre Pacaux-LemoineQuentin BerdalDamien TrentesauxMDPI AGarticleindustry 4.0intelligent manufacturing systemhuman-machine cooperationChemical technologyTP1-1185ChemistryQD1-999ENProcesses, Vol 9, Iss 1910, p 1910 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	industry 4.0 intelligent manufacturing system human-machine cooperation Chemical technology TP1-1185 Chemistry QD1-999
spellingShingle	industry 4.0 intelligent manufacturing system human-machine cooperation Chemical technology TP1-1185 Chemistry QD1-999 Lydia Habib Marie-Pierre Pacaux-Lemoine Quentin Berdal Damien Trentesaux From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
description	Humans are currently experiencing the fourth industrial revolution called Industry 4.0. This revolution came about with the arrival of new technologies that promise to change the way humans work and interact with each other and with machines. It aims to improve the cooperation between humans and machines for mutual enrichment. This would be done by leveraging human knowledge and experience, and by reactively balancing some complex or complicated tasks with intelligent systems. To achieve this objective, methodological approaches based on experimental studies should be followed to ensure a proper evaluation of human-machine system design choices. This paper proposes an experimental study based on a platform that uses an intelligent manufacturing system made up of mobile robots, autonomous shuttles using the principle of intelligent products, and manufacturing robots in the context of Manufacturing 4.0. Two experiments were conducted to evaluate the impact of teamwork human-machine cooperation, performance, and workload of the human operator. The results showed a lower level of participants’ assessment of time demand and physical demand in teamwork conditions. It was also found that the team working improves the subjective human operator Know-how-to-cooperate when controlling the autonomous shuttles. Moreover, the results showed that in addition to the work organization, other personal parameters, such as the frequency of playing video games could affect the performance and state of the human operator. They raised the importance of further analysis to determine cooperative patterns in a group of humans that can be adapted to improve human-machine cooperation.
format	article
author	Lydia Habib Marie-Pierre Pacaux-Lemoine Quentin Berdal Damien Trentesaux
author_facet	Lydia Habib Marie-Pierre Pacaux-Lemoine Quentin Berdal Damien Trentesaux
author_sort	Lydia Habib
title	From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
title_short	From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
title_full	From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
title_fullStr	From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
title_full_unstemmed	From Human-Human to Human-Machine Cooperation in Manufacturing 4.0
title_sort	from human-human to human-machine cooperation in manufacturing 4.0
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/ee11b2bf3c5d4eb5ab980fb64cbddc71
work_keys_str_mv	AT lydiahabib fromhumanhumantohumanmachinecooperationinmanufacturing40 AT mariepierrepacauxlemoine fromhumanhumantohumanmachinecooperationinmanufacturing40 AT quentinberdal fromhumanhumantohumanmachinecooperationinmanufacturing40 AT damientrentesaux fromhumanhumantohumanmachinecooperationinmanufacturing40
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From Human-Human to Human-Machine Cooperation in Manufacturing 4.0

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