Multi-disk clutch optimization using quantum annealing
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
| Published: |
2022
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| Subjects: | |
| Online Access: | |
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| _version_ | 1866929497282969600 |
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| author | Malcolm, John D. Roth, Alexander Radic, Mladjan Martin-Ramiro, Pablo Oillarburu, Jon Aizpurua, Borja Orus, Roman Mugel, Samuel |
| author_facet | Malcolm, John D. Roth, Alexander Radic, Mladjan Martin-Ramiro, Pablo Oillarburu, Jon Aizpurua, Borja Orus, Roman Mugel, Samuel |
| contents | In this work, we develop a new quantum algorithm to solve a combinatorial problem with significant practical relevance occurring in clutch manufacturing. It is demonstrated how quantum optimization can play a role in real industrial applications in the manufacturing sector. Using the quantum annealer provided by D-Wave Systems, we analyze the performance of the quantum and quantum-classical hybrid solvers and compare them to deterministic- and random-algorithm classical benchmark solvers. The continued evolution of the quantum technology, indicating an expectation for even greater relevance in the future is discussed and the revolutionary potential it could have in the manufacturing sector is highlighted. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2208_05916 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Multi-disk clutch optimization using quantum annealing Malcolm, John D. Roth, Alexander Radic, Mladjan Martin-Ramiro, Pablo Oillarburu, Jon Aizpurua, Borja Orus, Roman Mugel, Samuel Quantum Physics In this work, we develop a new quantum algorithm to solve a combinatorial problem with significant practical relevance occurring in clutch manufacturing. It is demonstrated how quantum optimization can play a role in real industrial applications in the manufacturing sector. Using the quantum annealer provided by D-Wave Systems, we analyze the performance of the quantum and quantum-classical hybrid solvers and compare them to deterministic- and random-algorithm classical benchmark solvers. The continued evolution of the quantum technology, indicating an expectation for even greater relevance in the future is discussed and the revolutionary potential it could have in the manufacturing sector is highlighted. |
| title | Multi-disk clutch optimization using quantum annealing |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2208.05916 |