A methodical approach to evaluate the potential of Quantum Computing for Manufacturing Simulations
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866929461747777536 |
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| author | Schröder, Stefan Felipe, João Danz, Sven Kienast, Pascal Ciani, Alessandro Ganser, Philipp Bergs, Thomas |
| author_facet | Schröder, Stefan Felipe, João Danz, Sven Kienast, Pascal Ciani, Alessandro Ganser, Philipp Bergs, Thomas |
| contents | In this paper, a methodical approach to evaluate the potential of quantum computing for manufacturing simulation, using the example of multi-axis milling of thin-walled aerospace components, is discussed. A developed approach for identifying bottlenecks in manufacturing simulations, for which the application of quantum computing potentially provides a speed-up or increase in accuracy, is presented. Moreover, indicators of quantum computing suitability and feasibility are defined with the main objective of identifying whether a manufacturing simulation bottleneck is suitable for quantum computing applications. First results of testing a hybrid routine as an application approach for the milling dynamics simulation on quantum machines are presented. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2408_08730 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | A methodical approach to evaluate the potential of Quantum Computing for Manufacturing Simulations Schröder, Stefan Felipe, João Danz, Sven Kienast, Pascal Ciani, Alessandro Ganser, Philipp Bergs, Thomas Quantum Physics In this paper, a methodical approach to evaluate the potential of quantum computing for manufacturing simulation, using the example of multi-axis milling of thin-walled aerospace components, is discussed. A developed approach for identifying bottlenecks in manufacturing simulations, for which the application of quantum computing potentially provides a speed-up or increase in accuracy, is presented. Moreover, indicators of quantum computing suitability and feasibility are defined with the main objective of identifying whether a manufacturing simulation bottleneck is suitable for quantum computing applications. First results of testing a hybrid routine as an application approach for the milling dynamics simulation on quantum machines are presented. |
| title | A methodical approach to evaluate the potential of Quantum Computing for Manufacturing Simulations |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2408.08730 |