懸垂燃焼試験の高速度イメージングと畳み込みニューラルネットワークを用いた調合銅精鉱小塊の燃焼挙動の分類解析
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| Published in | Journal of MMIJ Vol. 140; no. 10; p. 144 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | Japanese |
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一般社団法人 資源・素材学会
01.10.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1881-6118 1884-0450 |
| DOI | 10.2473/journalofmmij.MMIJ-2024-006 |
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| Author | 後藤, 優子 埜上, 洋 夏井, 俊悟 高橋, 純一 |
|---|---|
| Author_xml | – sequence: 1 fullname: 夏井, 俊悟 organization: 正会員 東北大学 多元物質科学研究所 プロセスシステム工学研究部門 准教授 – sequence: 1 fullname: 後藤, 優子 organization: 正会員 住友金属鉱山株式会社 技術本部 数理解析技術部 – sequence: 1 fullname: 高橋, 純一 organization: 正会員 住友金属鉱山株式会社 技術本部 新居浜研究所 – sequence: 1 fullname: 埜上, 洋 organization: 東北大学 多元物質科学研究所 プロセスシステム工学研究部門 教授 |
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| References | 28 H. Takebe, Y. Takahashi, T. Okura: J. Sustain. Metall. 5, (2019), 210–218. 43 Q. M. Wang, S. S. Wang, M. Tian, D.X. Tang, Q.H. Tian, X.Y. Guo: Int. J. Miner. Metall.Mater., 26 (2019), 301–308. 24 N. Nishioka, T. Kai, H. Okamoto, H. Takebe: Journal of MMIJ, 138 (12), (2022), 170–178. 1 The Organizing Committee, 2022. Preface. Copper. In the. Proceedings of the Copper 2022International Conference, 1: Economics, Markets and Applications 2022. Santiago, Chile,pp. 5–6. 4 M. Bacedoni, I. Moreno-Ventas, and G. Ríos: Metals, 10 (9), (2020), 1229. 8 S. Zhou, X. Guo, B. Tian, B. Li, and Y. Wei: Metals, 11 (1), (2021), 19. 27 R. Suominen, A. Jokilaakso, P. Taskinen, K. Lilius: Scandinavian J. Metall., 23 (1), (1994),30–36. 35 D. P. Kingma, J. Ba: arXiv preprint arXiv: (2014), 1412.6980. 11 M. Marín, C. Toro, L. Arias, and E. Balladares: IEEE Access, 7 (2019), 103346–103353. 12 K. Choi, S. Kim, M. Kim, and H. Park: Metall. Mater. Trans. B, 50 (3), (2019), 1300–1308. 34 He, K., Zhang, X., Ren, S., & Sun, J. (2015). Delving deep into rectifiers: Surpassing humanlevelperformance on imagenet classification. In Proceedings of the IEEE internationalconference on computer vision (pp. 1026–1034). 33 N. Srivastava, G. Hinton, A. Krizhevsky, I. Sutskever, R. Salakhutdinov: J. Mach. Learn.Res., 15 (2014), 1929. 30 S. Natsui, Y. Goto, J. Takahashi, H. Nogami: Chem. Eng. Sci., 276 (2023) 118822. 31 K. Simonyan and A.Zisserman: arXiv Preprint ArXiv, (2014), 1409.1556. 21 N. Kemori, W. T. Denholm and H. Kurokawa: Metall. Mater. Trans. B, 20 (3), (1989),327–336. 6 E. N. Selivanov, R. I. Gulyaeva, N. I. Sel’menskikh, and V. V. Belyaev: Russ. Metall.(Metally), 2017 (3), (2017), 163–169. 9 S. A. Kvyatkovskii, E. A. Sit’ko, B. M. Sukurov, and B. A. Omіrzakov: Metallurgist, 63 (9),(2020), 1094–1104. 18 Y. Sasaki, Y. Mori, T. Miura, and H. Aoki: J. MMIJ, 125, (2009), 129–134. 25 A. Jokilaakso, R. Suominen, P. Taskinen, K. Lilius: Process Mineralogy, InternationalSymposium on Applied Mineralogy, Montreal, 1990 IX. TMS, Warrendale Pennsylvania,359–378. 23 N. Rajabi, M. Ghodrat, and M. Moghiman: Int. J. Envir. Sci. Technol., 18 (2021), 2925–2936. 39 S. Ueda, K. Yamaguchi, Y. Takeda: Mater. Trans., 49 (2008), 572–578 16 M. White, R. Haywood, D. J. Ranasinghe, and S. Chen: Proceedings of the EleventhInternational Conference on CFD in the Minerals and Process Industries, Melbourne,Australia (2015, December), 7–9. 17 Y. Sasaki, Y. Mori: Journal of MMIJ, 125 (2009), 121–128. 37 R. R. Selvaraju, M. Cogswell, A. Das, R. Vedantam, D. Parikh, D. Batra: Proceedings ofthe IEEE international conference on computer vision, (2017), 618–626. 42 Z. Wang, W. Xu, Y. Li, Z. Zhao, F. Jie, G. Zeng, J. Lei, H. Liu, Y. Wang, H. Liu, Y. Wang:Colloids Surf. A: Physicochem. Eng. Aspects., 638 (2022), 128264. 45 Y. Goto, S. Kawanishi, S. Natsui, J. Takahashi, H. Nogami: Metall. Mater. Trans. B, (2024),in press. https://doi.org/10.1007/s11663-024-03063-9 36 M. Lin, Q. Chen, S. Yan: arXiv preprint arXiv: (2013), 1312.4400. 10 H. Zhang, Y. Wang, Y. He, S. Xu, B. Hu, H. Cao, J. Zhou and G. Zheng: Miner. Eng., 160 (2021), 106661. 44 Z. Wang, Z. Zhao, L. Zhang, F. Liu, B. Peng, L. Chai, D. Liu, D. Liu, T. Wang, H. Liu, Y.Liang: J. Hazard. Mater., 364 (2019), 488–498. 46 M. Perez-Tello, H.Y. Sohn, P.J. Smith: Metall. Mater. Trans. B., 32 (2001), 869–886. 22 E. H. Zaim and S. H. Mansouri: Proceedings of the Institution of Mechanical Engineers,Part E: J. Process Mech. Eng., 231 (2), (2017), 119–130. 32 Y. LeCun, Y. Bengio, G. Hinton: Nature, 521 (2015), 436–444. 13 M. Vázquez, I. Moreno-Ventas, I. Raposo, A. Palma, and M. J. Díaz: Min. Metall. Explor.,37 (2020), 923–932. 40 H. Johto, H.M. Henao, E. Jak, P. Taskinen: Metall. Mater. Trans. B, 44 (6) (2013), 1364–1370. 20 P. C. Chaubal, H. Y. Sohn, D. B. George and L. K. Bailey: Metall. Trans. B, 20 (1), (1989),39–51. 26 A. Jokilaakso, R. Suominen, P. Taskinen, K. Lilius: Trans IMM Section C, 100 (2), C79–C90. 15 G. Li, H. Cheng, X. Xiong, X. Lu, C. Xu, C. Lu, X. Zou, Q. Xu: Scientific reports 7 (1),(2017), 3212. 2 Z. Zivkovic, P. Djordjevic, and N. Mitevska: Min., Metall. Explor., 37 (1), (2020), pp.267–275. 29 S. Natsui, I. Nishimura, A. Ito, H. Nogami: Chem. Eng. Sci., 267 (2023), 118355. 7 A. Mitovski, N. Štrbac, M. Sokić, M. Kragović, and V. Grekulović: Metall. Mater. Eng.,23 (3), (2017), 267–280. 41 D. Shishin, S.A. Decterov: Calphad., 38 (2012), 59–70. 5 E. Burger, D. Bourgarit, V. Frotté, and F. Pilon: J. Therm. Anal. Calorimetry, 103 (1),(2011), pp. 249–256. 14 X. Wan, L. Shen, A. Jokilaakso, H. Eriç, and P. Taskinen: Min. Process. Extract. Metall.Rev.: 42 (2021), 231–241. 19 P. Taskinen, A. Jokilaakso, D. Lindberg and J. Xia: Min. Proc. Extract. Metall., 129 (2),(2020), 207–220. 38 A. Kitakaze: Memories of the Faculty of Engineering. Yamaguchi University. 223-(76)44,(2017), 68. 3 J. P. Jylhä, N. A. Khan, and A. Jokilaakso: Processes, 8 (4), (2020), 485. |
| References_xml | – reference: 36 M. Lin, Q. Chen, S. Yan: arXiv preprint arXiv: (2013), 1312.4400. – reference: 30 S. Natsui, Y. Goto, J. Takahashi, H. Nogami: Chem. Eng. Sci., 276 (2023) 118822. – reference: 22 E. H. Zaim and S. H. Mansouri: Proceedings of the Institution of Mechanical Engineers,Part E: J. Process Mech. Eng., 231 (2), (2017), 119–130. – reference: 25 A. Jokilaakso, R. Suominen, P. Taskinen, K. Lilius: Process Mineralogy, InternationalSymposium on Applied Mineralogy, Montreal, 1990 IX. TMS, Warrendale Pennsylvania,359–378. – reference: 40 H. Johto, H.M. Henao, E. Jak, P. Taskinen: Metall. Mater. Trans. B, 44 (6) (2013), 1364–1370. – reference: 46 M. Perez-Tello, H.Y. Sohn, P.J. Smith: Metall. Mater. Trans. B., 32 (2001), 869–886. – reference: 2 Z. Zivkovic, P. Djordjevic, and N. Mitevska: Min., Metall. Explor., 37 (1), (2020), pp.267–275. – reference: 41 D. Shishin, S.A. Decterov: Calphad., 38 (2012), 59–70. – reference: 32 Y. LeCun, Y. Bengio, G. Hinton: Nature, 521 (2015), 436–444. – reference: 42 Z. Wang, W. Xu, Y. Li, Z. Zhao, F. Jie, G. Zeng, J. Lei, H. Liu, Y. Wang, H. Liu, Y. Wang:Colloids Surf. A: Physicochem. Eng. Aspects., 638 (2022), 128264. – reference: 29 S. Natsui, I. Nishimura, A. Ito, H. Nogami: Chem. Eng. Sci., 267 (2023), 118355. – reference: 39 S. Ueda, K. Yamaguchi, Y. Takeda: Mater. Trans., 49 (2008), 572–578 – reference: 9 S. A. Kvyatkovskii, E. A. Sit’ko, B. M. Sukurov, and B. A. Omіrzakov: Metallurgist, 63 (9),(2020), 1094–1104. – reference: 35 D. P. Kingma, J. Ba: arXiv preprint arXiv: (2014), 1412.6980. – reference: 31 K. Simonyan and A.Zisserman: arXiv Preprint ArXiv, (2014), 1409.1556. – reference: 4 M. Bacedoni, I. Moreno-Ventas, and G. Ríos: Metals, 10 (9), (2020), 1229. – reference: 21 N. Kemori, W. T. Denholm and H. Kurokawa: Metall. Mater. Trans. B, 20 (3), (1989),327–336. – reference: 17 Y. Sasaki, Y. Mori: Journal of MMIJ, 125 (2009), 121–128. – reference: 26 A. Jokilaakso, R. Suominen, P. Taskinen, K. Lilius: Trans IMM Section C, 100 (2), C79–C90. – reference: 33 N. Srivastava, G. Hinton, A. Krizhevsky, I. Sutskever, R. Salakhutdinov: J. Mach. Learn.Res., 15 (2014), 1929. – reference: 1 The Organizing Committee, 2022. Preface. Copper. In the. Proceedings of the Copper 2022International Conference, 1: Economics, Markets and Applications 2022. Santiago, Chile,pp. 5–6. – reference: 8 S. Zhou, X. Guo, B. Tian, B. Li, and Y. Wei: Metals, 11 (1), (2021), 19. – reference: 45 Y. Goto, S. Kawanishi, S. Natsui, J. Takahashi, H. Nogami: Metall. Mater. Trans. B, (2024),in press. https://doi.org/10.1007/s11663-024-03063-9 – reference: 19 P. Taskinen, A. Jokilaakso, D. Lindberg and J. Xia: Min. Proc. Extract. Metall., 129 (2),(2020), 207–220. – reference: 3 J. P. Jylhä, N. A. Khan, and A. Jokilaakso: Processes, 8 (4), (2020), 485. – reference: 6 E. N. Selivanov, R. I. Gulyaeva, N. I. Sel’menskikh, and V. V. Belyaev: Russ. Metall.(Metally), 2017 (3), (2017), 163–169. – reference: 12 K. Choi, S. Kim, M. Kim, and H. Park: Metall. Mater. Trans. B, 50 (3), (2019), 1300–1308. – reference: 34 He, K., Zhang, X., Ren, S., & Sun, J. (2015). Delving deep into rectifiers: Surpassing humanlevelperformance on imagenet classification. In Proceedings of the IEEE internationalconference on computer vision (pp. 1026–1034). – reference: 14 X. Wan, L. Shen, A. Jokilaakso, H. Eriç, and P. Taskinen: Min. Process. Extract. Metall.Rev.: 42 (2021), 231–241. – reference: 15 G. Li, H. Cheng, X. Xiong, X. Lu, C. Xu, C. Lu, X. Zou, Q. Xu: Scientific reports 7 (1),(2017), 3212. – reference: 23 N. Rajabi, M. Ghodrat, and M. Moghiman: Int. J. Envir. Sci. Technol., 18 (2021), 2925–2936. – reference: 27 R. Suominen, A. Jokilaakso, P. Taskinen, K. Lilius: Scandinavian J. Metall., 23 (1), (1994),30–36. – reference: 7 A. Mitovski, N. Štrbac, M. Sokić, M. Kragović, and V. Grekulović: Metall. Mater. Eng.,23 (3), (2017), 267–280. – reference: 43 Q. M. Wang, S. S. Wang, M. Tian, D.X. Tang, Q.H. Tian, X.Y. Guo: Int. J. Miner. Metall.Mater., 26 (2019), 301–308. – reference: 37 R. R. Selvaraju, M. Cogswell, A. Das, R. Vedantam, D. Parikh, D. Batra: Proceedings ofthe IEEE international conference on computer vision, (2017), 618–626. – reference: 16 M. White, R. Haywood, D. J. Ranasinghe, and S. Chen: Proceedings of the EleventhInternational Conference on CFD in the Minerals and Process Industries, Melbourne,Australia (2015, December), 7–9. – reference: 10 H. Zhang, Y. Wang, Y. He, S. Xu, B. Hu, H. Cao, J. Zhou and G. Zheng: Miner. Eng., 160 (2021), 106661. – reference: 11 M. Marín, C. Toro, L. Arias, and E. Balladares: IEEE Access, 7 (2019), 103346–103353. – reference: 38 A. Kitakaze: Memories of the Faculty of Engineering. Yamaguchi University. 223-(76)44,(2017), 68. – reference: 44 Z. Wang, Z. Zhao, L. Zhang, F. Liu, B. Peng, L. Chai, D. Liu, D. Liu, T. Wang, H. Liu, Y.Liang: J. Hazard. Mater., 364 (2019), 488–498. – reference: 13 M. Vázquez, I. Moreno-Ventas, I. Raposo, A. Palma, and M. J. Díaz: Min. Metall. Explor.,37 (2020), 923–932. – reference: 28 H. Takebe, Y. Takahashi, T. Okura: J. Sustain. Metall. 5, (2019), 210–218. – reference: 18 Y. Sasaki, Y. Mori, T. Miura, and H. Aoki: J. MMIJ, 125, (2009), 129–134. – reference: 24 N. Nishioka, T. Kai, H. Okamoto, H. Takebe: Journal of MMIJ, 138 (12), (2022), 170–178. – reference: 5 E. Burger, D. Bourgarit, V. Frotté, and F. Pilon: J. Therm. Anal. Calorimetry, 103 (1),(2011), pp. 249–256. – reference: 20 P. C. Chaubal, H. Y. Sohn, D. B. George and L. K. Bailey: Metall. Trans. B, 20 (1), (1989),39–51. |
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| SubjectTerms | convolutional neural network (CNN) 懸垂燃焼試験 調合 銅精鉱 高速度イメージング |
| Title | 懸垂燃焼試験の高速度イメージングと畳み込みニューラルネットワークを用いた調合銅精鉱小塊の燃焼挙動の分類解析 |
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