Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering
This review focuses on the complex connections between machine learning, mechatronics, and stretch forming, offering valuable insights that can lay the groundwork for future research. It provides an overview of the origins and fundamentals of these fields, emphasizes notable progress, and explores t...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-03-01
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| Series: | Machines |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-1702/12/3/180 |
| _version_ | 1797240216079040512 |
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| author | Cosmin Constantin Grigoras Valentin Zichil Vlad Andrei Ciubotariu Stefan Marius Cosa |
| author_facet | Cosmin Constantin Grigoras Valentin Zichil Vlad Andrei Ciubotariu Stefan Marius Cosa |
| author_sort | Cosmin Constantin Grigoras |
| collection | DOAJ |
| description | This review focuses on the complex connections between machine learning, mechatronics, and stretch forming, offering valuable insights that can lay the groundwork for future research. It provides an overview of the origins and fundamentals of these fields, emphasizes notable progress, and explores the influence of these fields on society and industry. Also highlighted is the progress of robotics research and particularities in the field of sheet metal forming and its various applications. This review paper focuses on presenting the latest technological advancements and the integrations of these fields from their beginnings to the present days, providing insights into future research directions. |
| first_indexed | 2024-04-24T18:03:54Z |
| format | Article |
| id | doaj.art-6e0133fde8ec42d59608a01f02f69130 |
| institution | Directory Open Access Journal |
| issn | 2075-1702 |
| language | English |
| last_indexed | 2024-04-24T18:03:54Z |
| publishDate | 2024-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Machines |
| spelling | doaj.art-6e0133fde8ec42d59608a01f02f691302024-03-27T13:51:51ZengMDPI AGMachines2075-17022024-03-0112318010.3390/machines12030180Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing EngineeringCosmin Constantin Grigoras0Valentin Zichil1Vlad Andrei Ciubotariu2Stefan Marius Cosa3Department of Engineering and Management, Mechatronics, “Vasile Alecsandri” University of Bacău, 157 Calea Mărăsesti, 600115 Bacau, RomaniaDepartment of Engineering and Management, Mechatronics, “Vasile Alecsandri” University of Bacău, 157 Calea Mărăsesti, 600115 Bacau, RomaniaDepartment of Industrial Systems Engineering and Management, “Vasile Alecsandri” University of Bacău, 157 Calea Mărăsesti, 600115 Bacau, RomaniaDoctoral School, “Vasile Alecsandri” University of Bacău, 157 Calea Mărăsesti, 600115 Bacau, RomaniaThis review focuses on the complex connections between machine learning, mechatronics, and stretch forming, offering valuable insights that can lay the groundwork for future research. It provides an overview of the origins and fundamentals of these fields, emphasizes notable progress, and explores the influence of these fields on society and industry. Also highlighted is the progress of robotics research and particularities in the field of sheet metal forming and its various applications. This review paper focuses on presenting the latest technological advancements and the integrations of these fields from their beginnings to the present days, providing insights into future research directions.https://www.mdpi.com/2075-1702/12/3/180autonomous mechatronic systemprocessing precisionflexible manufacturing systemsdigital processingfracture predictionself-organizing manipulators |
| spellingShingle | Cosmin Constantin Grigoras Valentin Zichil Vlad Andrei Ciubotariu Stefan Marius Cosa Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering Machines autonomous mechatronic system processing precision flexible manufacturing systems digital processing fracture prediction self-organizing manipulators |
| title | Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering |
| title_full | Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering |
| title_fullStr | Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering |
| title_full_unstemmed | Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering |
| title_short | Machine Learning, Mechatronics, and Stretch Forming: A History of Innovation in Manufacturing Engineering |
| title_sort | machine learning mechatronics and stretch forming a history of innovation in manufacturing engineering |
| topic | autonomous mechatronic system processing precision flexible manufacturing systems digital processing fracture prediction self-organizing manipulators |
| url | https://www.mdpi.com/2075-1702/12/3/180 |
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