Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives
This review will focus on advances in electronic and optoelectronic technologies by through the analysis of a full research and industrial application scenario. Starting with the analysis of nanocomposite sensors, and electronic/optoelectronic/mechatronic systems, the review describes in detail the...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-04-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/13/7/4582 |
| _version_ | 1797608287238094848 |
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| author | Alessandro Massaro |
| author_facet | Alessandro Massaro |
| author_sort | Alessandro Massaro |
| collection | DOAJ |
| description | This review will focus on advances in electronic and optoelectronic technologies by through the analysis of a full research and industrial application scenario. Starting with the analysis of nanocomposite sensors, and electronic/optoelectronic/mechatronic systems, the review describes in detail the principles and the models for finding possible implementations of Industry 5.0 applications. The study then addresses production processes and advanced detection systems integrating Artificial Intelligence (AI) algorithms. Specifically, the review introduces new research topics in Industry 5.0 about AI self-adaptive systems and processes in electronics, robotics and production management. The paper proposes also new Business Process Modelling and Notation (BPMN) Process Mining (PM) workflows, and a simulation of a complex Industry 5.0 manufacturing framework. The performed simulation estimates the diffusion heat parameters of a hypothesized production-line layout, describing the information flux of the whole framework. The simulation enhances the technological key elements, enabling an industrial upscale in the next digital revolution. The discussed models are usable in management engineering and informatics engineering, as they merge the perspectives of advanced sensors with Industry 5.0 requirements. The goal of the paper is to provide concepts, research topics and elements to design advanced production network in manufacturing industry. |
| first_indexed | 2024-03-11T05:42:20Z |
| format | Article |
| id | doaj.art-e0f5ab3cceb24c1a9a5b780648161a2a |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-11T05:42:20Z |
| publishDate | 2023-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-e0f5ab3cceb24c1a9a5b780648161a2a2023-11-17T16:22:41ZengMDPI AGApplied Sciences2076-34172023-04-01137458210.3390/app13074582Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 PerspectivesAlessandro Massaro0LUM Enterprise Srl, S.S. 100-Km.18, Parco il Baricentro, 70010 Bari, ItalyThis review will focus on advances in electronic and optoelectronic technologies by through the analysis of a full research and industrial application scenario. Starting with the analysis of nanocomposite sensors, and electronic/optoelectronic/mechatronic systems, the review describes in detail the principles and the models for finding possible implementations of Industry 5.0 applications. The study then addresses production processes and advanced detection systems integrating Artificial Intelligence (AI) algorithms. Specifically, the review introduces new research topics in Industry 5.0 about AI self-adaptive systems and processes in electronics, robotics and production management. The paper proposes also new Business Process Modelling and Notation (BPMN) Process Mining (PM) workflows, and a simulation of a complex Industry 5.0 manufacturing framework. The performed simulation estimates the diffusion heat parameters of a hypothesized production-line layout, describing the information flux of the whole framework. The simulation enhances the technological key elements, enabling an industrial upscale in the next digital revolution. The discussed models are usable in management engineering and informatics engineering, as they merge the perspectives of advanced sensors with Industry 5.0 requirements. The goal of the paper is to provide concepts, research topics and elements to design advanced production network in manufacturing industry.https://www.mdpi.com/2076-3417/13/7/4582optoelectronicIndustry 5.0Industry 4.0artificial intelligenceelectronic and production management |
| spellingShingle | Alessandro Massaro Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives Applied Sciences optoelectronic Industry 5.0 Industry 4.0 artificial intelligence electronic and production management |
| title | Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives |
| title_full | Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives |
| title_fullStr | Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives |
| title_full_unstemmed | Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives |
| title_short | Advanced Electronic and Optoelectronic Sensors, Applications, Modelling and Industry 5.0 Perspectives |
| title_sort | advanced electronic and optoelectronic sensors applications modelling and industry 5 0 perspectives |
| topic | optoelectronic Industry 5.0 Industry 4.0 artificial intelligence electronic and production management |
| url | https://www.mdpi.com/2076-3417/13/7/4582 |
| work_keys_str_mv | AT alessandromassaro advancedelectronicandoptoelectronicsensorsapplicationsmodellingandindustry50perspectives |