4.6 Article

A Model for Working Environment Monitoring in Smart Manufacturing

期刊

APPLIED SCIENCES-BASEL
卷 11, 期 6, 页码 -

出版社

MDPI
DOI: 10.3390/app11062850

关键词

cyber-physical systems; working environment; MQTT; IoT; open-source hardware; open-source-software; smart manufacturing; convolutional neural networks

资金

  1. Ministry of Education, Science and Technological Development of the Republic of Serbia [TR32044]

向作者/读者索取更多资源

This research proposes a model for working environment monitoring in smart manufacturing systems, along with a testing platform for model validation and student teaching. The use of wireless sensor technologies and the MQTT protocol addresses the growing need for new teaching platforms in the field of smart manufacturing and Industry 4.0.
Featured Application This research gives a proposal for a model of working environment monitoring in a smart manufacturing system, based on wireless sensor technologies and the MQTT (message queuing telemetry transport) protocol, and a design for a testing platform. The testing platform can be used for model validation, prototype application development, and student teaching in the engineering education process. The growing application of smart manufacturing systems and the expansion of the Industry 4.0 model have created a need for new teaching platforms for education, rapid application development, and testing. This research addresses this need with a proposal for a model of working environment monitoring in smart manufacturing, based on emerging wireless sensor technologies and the message queuing telemetry transport (MQTT) protocol. In accordance with the proposed model, a testing platform was developed. The testing platform was built on open-source hardware and software components. The testing platform was used for the validation of the model within the presented experimental environment. The results showed that the proposed model could be developed by mainly using open-source components, which can then be used to simulate different scenarios, applications, and target systems. Furthermore, the presented stable and functional platform proved to be applicable in the process of rapid prototyping, and software development for the targeted systems, as well as for student teaching as part of the engineering education process.

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