Seamless and Modular Architecture for Autonomous Machine Tools
In machine tools, existing solutions for process monitoring and condition monitoring rely on additional sensors or the machine control system as data sources. For a higher level of autonomy, it becomes necessary to combine several data sources, which may be within or outside of the machine. Another...
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| Format: | Article |
| Language: | English |
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Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT
2021-08-01
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| Series: | Journal of Machine Engineering |
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| Online Access: | http://jmacheng.not.pl/Seamless-and-Modular-Architecture-for-Autonomous-Machine-Tools,141565,0,2.html |
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| _version_ | 1850221477466472448 |
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| author | Jürgen Fleischer Alexander Puchta Philipp Gönnheimer |
| author_facet | Jürgen Fleischer Alexander Puchta Philipp Gönnheimer |
| author_sort | Jürgen Fleischer |
| collection | DOAJ |
| description | In machine tools, existing solutions for process monitoring and condition monitoring rely on additional sensors or the machine control system as data sources. For a higher level of autonomy, it becomes necessary to combine several data sources, which may be within or outside of the machine. Another requirement for autonomy is additional computing power, which may be hosted on edge devices or in the cloud. A seamless and modular architecture, where sensors are integrated in smart machine components or smart sensors, which are in turn connected to edge devices and cloud platforms, provides a good basis for the incremental realisation of autonomy in all phases of the machine life cycle. |
| format | Article |
| id | doaj-art-4bfe8471a68b4e93a8bb37d9fd1bfab9 |
| institution | OA Journals |
| issn | 1895-7595 2391-8071 |
| language | English |
| publishDate | 2021-08-01 |
| publisher | Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT |
| record_format | Article |
| series | Journal of Machine Engineering |
| spelling | doaj-art-4bfe8471a68b4e93a8bb37d9fd1bfab92025-08-20T02:06:43ZengPublishing House of Wrocław Board of Scientific Technical Societies Federation NOTJournal of Machine Engineering1895-75952391-80712021-08-01213404610.36897/jme/141565141565Seamless and Modular Architecture for Autonomous Machine ToolsJürgen Fleischer0Alexander Puchta1Philipp Gönnheimer2wbk Institute of Production Science, Karlsruhe Institute of Technology (KIT), Germanywbk Institute of Production Science, Karlsruhe Institute of Technology (KIT), Germanywbk Institute of Production Science, Karlsruhe Institute of Technology (KIT), GermanyIn machine tools, existing solutions for process monitoring and condition monitoring rely on additional sensors or the machine control system as data sources. For a higher level of autonomy, it becomes necessary to combine several data sources, which may be within or outside of the machine. Another requirement for autonomy is additional computing power, which may be hosted on edge devices or in the cloud. A seamless and modular architecture, where sensors are integrated in smart machine components or smart sensors, which are in turn connected to edge devices and cloud platforms, provides a good basis for the incremental realisation of autonomy in all phases of the machine life cycle.http://jmacheng.not.pl/Seamless-and-Modular-Architecture-for-Autonomous-Machine-Tools,141565,0,2.htmlmachine toolcloud computingindustry 4.0edge computing |
| spellingShingle | Jürgen Fleischer Alexander Puchta Philipp Gönnheimer Seamless and Modular Architecture for Autonomous Machine Tools Journal of Machine Engineering machine tool cloud computing industry 4.0 edge computing |
| title | Seamless and Modular Architecture for Autonomous Machine Tools |
| title_full | Seamless and Modular Architecture for Autonomous Machine Tools |
| title_fullStr | Seamless and Modular Architecture for Autonomous Machine Tools |
| title_full_unstemmed | Seamless and Modular Architecture for Autonomous Machine Tools |
| title_short | Seamless and Modular Architecture for Autonomous Machine Tools |
| title_sort | seamless and modular architecture for autonomous machine tools |
| topic | machine tool cloud computing industry 4.0 edge computing |
| url | http://jmacheng.not.pl/Seamless-and-Modular-Architecture-for-Autonomous-Machine-Tools,141565,0,2.html |
| work_keys_str_mv | AT jurgenfleischer seamlessandmodulararchitectureforautonomousmachinetools AT alexanderpuchta seamlessandmodulararchitectureforautonomousmachinetools AT philippgonnheimer seamlessandmodulararchitectureforautonomousmachinetools |