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Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions

Yıl 2025, Cilt: 38 Sayı: 1, 5 - 12, 29.06.2025

Öz

When selecting reactor building elements, it is important to consider the structural reliability of Tokamak fusion reactors. Fusion reactions generate substantial heat and energy, which can alter the structure of reactor walls, thereby diminishing the efficiency of energy production in reactors. The primary materials employed for walls in fusion reactors include tungsten, beryllium, and graphene, owing to their high melting points. This study looks at how tritium plasma ions, which have energies between 5 and 35 keV, affect graphene wall surfaces using molecular dynamics simulations, and also assesses the system's Kinetic Energy using Shannon entropy modeling. We use this information to compute the Weibull distribution's reliability prediction for graphene structures.

Kaynakça

  • Ongena J., “Nuclear fusion and its large potential for the future world energy supply”, 2016, Nukleonika Journal, pp:425-432, web site ref: https://sciendo.com/ pdf/10.1515/nuka-2016-0070
  • Takeda S., Pearson R.Nuclear Fusion Power Plants. Power Plants in the Industry. 2018; Chap 6: 101- 122, IntechOpen publishing, website ref: https:// www.intechopen.com/chapters/62970, DOI: 10.5772/ intechopen.80241
  • IAEA.Fusion Energy for Peace and Sustainable Development. IAEA. Vienna. 2018: 2-18. web site ref: https://nucleus.iaea.org/sites/fusionportal/ SiteAssets/18-03925E_BRO_Fusion.pdf
  • IAEA.Kikuchi M., Lackner K., Tran M. Q.Fusion Physics. Vienna. 2012: 20-21, web site ref: https://wwwpub.iaea. org/MTCD/Publications/PDF/Pub1562_web.pdf
  • Ibrahim S., Lahboub F. Z., Brault P., Petit A., Caillard A., Millon E., Sauvage T., Fernandez A., Thomann A.L.Influence of helium incorporation on growth process and properties of aluminum thin films deposited by DC Magnetron sputtering.Surface and Coatings Technology.2021; Vol;426, web site ref: https://www.sciencedirect.com/science/article/abs/ pii/S0257897221009828, https://doi.org/10.1016/j. surfcoat.2021.127808
  • Behrish R., Harries D. R.International Atomic Energy Agency.Lifetime Predictions For The First Wall and Blanket Structure of Fusion Reactors.Proceedings of a Technical Committee Meeting.Karlsruhe. Nuclear Fusion J. 1986; Vol: 26, DOI 10.1088/0029-5515/26/5/015
  • IoP Publishing Ltd. Nuclear Fusion Half a Century of Magnetic Confinement Fusion Research.2002:230-258, web site ref: https://library.psfc.mit.edu/catalog/ online_pubs/conference%20proceedings/fusion%20 energy%20conferences/Nuclear%20Fusion%20 (IOP)%20half%20a%20century.pdf
  • Kotov V.Particle conservation in numerical models of the tokamak plasma edge. Physics Plasma Ph Archive. Forschungszentrum Jülich GmbH, Institut für Energieund Klimaforschung-Plasmaphysic.Partner of theTrilateral Euregio Cluster.Jülich, Germany, 2017; Vol 24, https://doi.org/10.1063/1.4980858
  • K. Wojcyzkowski. New Development in Corrosion Testing: Theory, Methods and Standards.AESF Foundation, Plating and Surface Finishing.2011; Vol January, web site ref: https://www.pfonline.com/ articles/new-developments-in-corrosion-testing-theorymethods- andstandards
  • Linden T.Compact Fusion Reactors.CERN Colloquium. Helsinki Institute of Physics 2015; Vol March, web site ref: http://cds.cern.ch/record/2004827
  • L. Rajablou, S.M. Motevalli, F. Fadaei.Study of alpha particle concentration effects as the ash of deuteriumtritium fusion reaction on ignition criteria.Physica Scripta.2022; Vol 97, No 9: DOI 10.1088/1402-4896/ ac831a
  • Malo M., Morono A., Hodgson E. R.Plasma Etching to Enhance the Surface Insulating Stability of Aluminumina for Fusion Applications.Nuclear Materials and Energy. Elsevier.2016; Vol 9: 247-250, DOI:10.1016/j. nme.2016.05.008
  • Miyamoto K.Fundamentals of Plasma Physics and Controlled Fusion.2011.3rd Edition: 1-21, web site ref: https://www.nifs.ac.jp/report/NIFS-PROC-88.pdf, DOI 10.1088/0029-5515/38/4/701
  • Cronvall O., “Structural lifetime, reliability and risk analysis approaches for power plant components and systems”, Espoo 2011, pp. 69, VTT Publications 775.
  • Arena P., Maio P. A.Special Issue .Structural and Thermo- Mechanical Analysis in Nuclear Fusion Reactors.MDPI Applied Sciences.2020;web site ref: https://www.mdpi. com/journal/applsci/special_issues/Fusion_Reactors, https://doi.org/10.3390/app122412562
  • Apostolakis G. E., Sanzo D. L. Limiter Probabilistic Lifetime Analysis. Fusion Engineering and Design. 1988;Vol. 6:229-267, https://doi.org/10.1016/ S0920-3796(88)80111-X
  • Du, X.Unified Uncertainty Analysis by the First Order Reliability Method.J. Mech. Des. 2008; Vol 30 (9): 091401-09410, DOI:10.1115/1.2943295
  • Freidberg J.P., Mangiarotti F.J., Minervini J. Desgining a Tokamak Fusion Reactor-How Does Plasma Physics Fit In?. Plasma Science and Fusion Center.Massachusetts Insitute of Technology, Cambridge MA.2015; Vol June; 16.,https://doi.org/10.1063/1.4923266
  • Fusion Energy Sciences Workshop.On Plasma Material Interactions-Report on Science Challanges and Research Opportunities in Plasma Material Interactions. U.S. Department of Energy, Office of Science, France, Fusion Energy Sciences, 2015
  • Ask Hjorth Larsen, Jens Jørgen Mortensen, Jakob Blomqvist, Ivano E. Castelli, Rune Christensen, Marcin Dułak, Jesper Friis, Michael N. Groves, Bjørk Hammer, Cory Hargus, Eric D. Hermes, Paul C. Jennings, Peter Bjerre Jensen, James Kermode, John R. Kitchin, Esben Leonhard Kolsbjerg, Joseph Kubal, Kristen Kaasbjerg, Steen Lysgaard, Jón Bergmann Maronsson, Tristan Maxson, Thomas Olsen, Lars Pastewka, AndrewPeterson, Carsten Rostgaard, Jakob Schiøtz, Ole Schütt, Mikkel Strange, Kristian S. Thygesen, Tejs Vegge, Lasse Vilhelmsen, Michael Walter, Zhenhua Zeng, Karsten Wedel Jacobsen, “The Atomic Simulation Environment—A Python library for working with atoms”, Phys.: Condens. Matter Vol. 29 273002, 2017
  • Gonzalez A. M., “Force Fields and Molecular Dynamics Simulations”, pp: 169-200, EDP Sciences, 2011
  • Bedoya F., “Plasma facing components conditioning techniques and their correlation with plasma performance in the national spherical Torus experiment upgrade (NSTX-U)”, [Doctoral Dissertation]. Urbana- Champaign, IL: University of Illinois at Urbana- Champaign, Illinois Digital Environment for Access to Learning and Scholarship 2017. Available at: http://hdl. handle.net/2142/99444
  • Schneider T, Stoll E., “Molecular-dynamics study of a three-dimensional one-component model for distortive phase transitions.”, Phys Rev B (1978) 17:1302–22.
  • Timonova M, Thijsse BJ., “Molecular Dynamics simulations of the formation and crystallization of amorphous Si”, Comput Mater Sci, 50(8):2380–90, 2011.
  • K. Wojcyzkowski.New Development in Corrosion Testing: Theory, Methods and Standards.AESF Foundation, Plating and Surface Finishing.2011; Vol January, web site ref: https://www.pfonline.com/ articles/new-developments-in-corrosion-testing-theorymethods- andstandards
  • Karaca Y, Moonis M., “Multi-Chaos, Fractal and Multi- Fractional Artificial Intelligence of Different Complex Systems”, Chapter 14, pp:231-245, Academic Press, 2022
  • Kotov V.Particle conservation in numerical models of the tokamak plasma edge. Physics Plasma Ph Archive. Forschungszentrum Jülich GmbH, Institut für Energieund Klimaforschung-Plasmaphysic.Partner of the Trilateral Euregio Cluster.Jülich, Germany, 2017; Vol 24, https://doi.org/10.1063/1.4980858
  • Asadi S. Panahi H., Anwar S., Lone S. A.Reiability Estimation of Burr Type III Distribution under Improved Adavtive Progressive Censoring with Application to Surface Coating.Eksploatacja i Niezawodnosc- Maintenance and Reliability.2023;Vol 25, Issue 2, https://doi.org/10.17531/ein/163054

Trityum Plazma Grafen Etkileşimleri için Kinetik Enerji Tabanlı Shannon Entropisinin Güvenilirlik Hesaplaması

Yıl 2025, Cilt: 38 Sayı: 1, 5 - 12, 29.06.2025

Öz

Reaktör yapı elemanlarını seçerken, Tokamak füzyon reaktörlerinin yapısal güvenilirliğini göz önünde bulundurmak önemlidir. Füzyon reaksiyonları, reaktör duvarlarının yapısını değiştirebilen ve böylece reaktörlerdeki enerji üretiminin verimliliğini azaltabilen önemli miktarda ısı ve enerji üretir. Füzyon reaktörlerinde duvarlar için kullanılan birincil malzemeler arasında yüksek erime noktaları nedeniyle tungsten, berilyum ve grafen bulunur. Bu çalışma, 5 ila 35 keV arasında enerjilere sahip olan trityum plazma iyonlarının moleküler dinamik simülasyonları kullanarak grafen duvar yüzeylerini nasıl etkilediğini inceler ve ayrıca Shannon entropi modellemesini kullanarak sistemin Kinetik Enerjisini değerlendirir. Bu bilgileri, grafen yapıları için Weibull dağılımının güvenilirlik tahminini hesaplamak için kullanırız.

Kaynakça

  • Ongena J., “Nuclear fusion and its large potential for the future world energy supply”, 2016, Nukleonika Journal, pp:425-432, web site ref: https://sciendo.com/ pdf/10.1515/nuka-2016-0070
  • Takeda S., Pearson R.Nuclear Fusion Power Plants. Power Plants in the Industry. 2018; Chap 6: 101- 122, IntechOpen publishing, website ref: https:// www.intechopen.com/chapters/62970, DOI: 10.5772/ intechopen.80241
  • IAEA.Fusion Energy for Peace and Sustainable Development. IAEA. Vienna. 2018: 2-18. web site ref: https://nucleus.iaea.org/sites/fusionportal/ SiteAssets/18-03925E_BRO_Fusion.pdf
  • IAEA.Kikuchi M., Lackner K., Tran M. Q.Fusion Physics. Vienna. 2012: 20-21, web site ref: https://wwwpub.iaea. org/MTCD/Publications/PDF/Pub1562_web.pdf
  • Ibrahim S., Lahboub F. Z., Brault P., Petit A., Caillard A., Millon E., Sauvage T., Fernandez A., Thomann A.L.Influence of helium incorporation on growth process and properties of aluminum thin films deposited by DC Magnetron sputtering.Surface and Coatings Technology.2021; Vol;426, web site ref: https://www.sciencedirect.com/science/article/abs/ pii/S0257897221009828, https://doi.org/10.1016/j. surfcoat.2021.127808
  • Behrish R., Harries D. R.International Atomic Energy Agency.Lifetime Predictions For The First Wall and Blanket Structure of Fusion Reactors.Proceedings of a Technical Committee Meeting.Karlsruhe. Nuclear Fusion J. 1986; Vol: 26, DOI 10.1088/0029-5515/26/5/015
  • IoP Publishing Ltd. Nuclear Fusion Half a Century of Magnetic Confinement Fusion Research.2002:230-258, web site ref: https://library.psfc.mit.edu/catalog/ online_pubs/conference%20proceedings/fusion%20 energy%20conferences/Nuclear%20Fusion%20 (IOP)%20half%20a%20century.pdf
  • Kotov V.Particle conservation in numerical models of the tokamak plasma edge. Physics Plasma Ph Archive. Forschungszentrum Jülich GmbH, Institut für Energieund Klimaforschung-Plasmaphysic.Partner of theTrilateral Euregio Cluster.Jülich, Germany, 2017; Vol 24, https://doi.org/10.1063/1.4980858
  • K. Wojcyzkowski. New Development in Corrosion Testing: Theory, Methods and Standards.AESF Foundation, Plating and Surface Finishing.2011; Vol January, web site ref: https://www.pfonline.com/ articles/new-developments-in-corrosion-testing-theorymethods- andstandards
  • Linden T.Compact Fusion Reactors.CERN Colloquium. Helsinki Institute of Physics 2015; Vol March, web site ref: http://cds.cern.ch/record/2004827
  • L. Rajablou, S.M. Motevalli, F. Fadaei.Study of alpha particle concentration effects as the ash of deuteriumtritium fusion reaction on ignition criteria.Physica Scripta.2022; Vol 97, No 9: DOI 10.1088/1402-4896/ ac831a
  • Malo M., Morono A., Hodgson E. R.Plasma Etching to Enhance the Surface Insulating Stability of Aluminumina for Fusion Applications.Nuclear Materials and Energy. Elsevier.2016; Vol 9: 247-250, DOI:10.1016/j. nme.2016.05.008
  • Miyamoto K.Fundamentals of Plasma Physics and Controlled Fusion.2011.3rd Edition: 1-21, web site ref: https://www.nifs.ac.jp/report/NIFS-PROC-88.pdf, DOI 10.1088/0029-5515/38/4/701
  • Cronvall O., “Structural lifetime, reliability and risk analysis approaches for power plant components and systems”, Espoo 2011, pp. 69, VTT Publications 775.
  • Arena P., Maio P. A.Special Issue .Structural and Thermo- Mechanical Analysis in Nuclear Fusion Reactors.MDPI Applied Sciences.2020;web site ref: https://www.mdpi. com/journal/applsci/special_issues/Fusion_Reactors, https://doi.org/10.3390/app122412562
  • Apostolakis G. E., Sanzo D. L. Limiter Probabilistic Lifetime Analysis. Fusion Engineering and Design. 1988;Vol. 6:229-267, https://doi.org/10.1016/ S0920-3796(88)80111-X
  • Du, X.Unified Uncertainty Analysis by the First Order Reliability Method.J. Mech. Des. 2008; Vol 30 (9): 091401-09410, DOI:10.1115/1.2943295
  • Freidberg J.P., Mangiarotti F.J., Minervini J. Desgining a Tokamak Fusion Reactor-How Does Plasma Physics Fit In?. Plasma Science and Fusion Center.Massachusetts Insitute of Technology, Cambridge MA.2015; Vol June; 16.,https://doi.org/10.1063/1.4923266
  • Fusion Energy Sciences Workshop.On Plasma Material Interactions-Report on Science Challanges and Research Opportunities in Plasma Material Interactions. U.S. Department of Energy, Office of Science, France, Fusion Energy Sciences, 2015
  • Ask Hjorth Larsen, Jens Jørgen Mortensen, Jakob Blomqvist, Ivano E. Castelli, Rune Christensen, Marcin Dułak, Jesper Friis, Michael N. Groves, Bjørk Hammer, Cory Hargus, Eric D. Hermes, Paul C. Jennings, Peter Bjerre Jensen, James Kermode, John R. Kitchin, Esben Leonhard Kolsbjerg, Joseph Kubal, Kristen Kaasbjerg, Steen Lysgaard, Jón Bergmann Maronsson, Tristan Maxson, Thomas Olsen, Lars Pastewka, AndrewPeterson, Carsten Rostgaard, Jakob Schiøtz, Ole Schütt, Mikkel Strange, Kristian S. Thygesen, Tejs Vegge, Lasse Vilhelmsen, Michael Walter, Zhenhua Zeng, Karsten Wedel Jacobsen, “The Atomic Simulation Environment—A Python library for working with atoms”, Phys.: Condens. Matter Vol. 29 273002, 2017
  • Gonzalez A. M., “Force Fields and Molecular Dynamics Simulations”, pp: 169-200, EDP Sciences, 2011
  • Bedoya F., “Plasma facing components conditioning techniques and their correlation with plasma performance in the national spherical Torus experiment upgrade (NSTX-U)”, [Doctoral Dissertation]. Urbana- Champaign, IL: University of Illinois at Urbana- Champaign, Illinois Digital Environment for Access to Learning and Scholarship 2017. Available at: http://hdl. handle.net/2142/99444
  • Schneider T, Stoll E., “Molecular-dynamics study of a three-dimensional one-component model for distortive phase transitions.”, Phys Rev B (1978) 17:1302–22.
  • Timonova M, Thijsse BJ., “Molecular Dynamics simulations of the formation and crystallization of amorphous Si”, Comput Mater Sci, 50(8):2380–90, 2011.
  • K. Wojcyzkowski.New Development in Corrosion Testing: Theory, Methods and Standards.AESF Foundation, Plating and Surface Finishing.2011; Vol January, web site ref: https://www.pfonline.com/ articles/new-developments-in-corrosion-testing-theorymethods- andstandards
  • Karaca Y, Moonis M., “Multi-Chaos, Fractal and Multi- Fractional Artificial Intelligence of Different Complex Systems”, Chapter 14, pp:231-245, Academic Press, 2022
  • Kotov V.Particle conservation in numerical models of the tokamak plasma edge. Physics Plasma Ph Archive. Forschungszentrum Jülich GmbH, Institut für Energieund Klimaforschung-Plasmaphysic.Partner of the Trilateral Euregio Cluster.Jülich, Germany, 2017; Vol 24, https://doi.org/10.1063/1.4980858
  • Asadi S. Panahi H., Anwar S., Lone S. A.Reiability Estimation of Burr Type III Distribution under Improved Adavtive Progressive Censoring with Application to Surface Coating.Eksploatacja i Niezawodnosc- Maintenance and Reliability.2023;Vol 25, Issue 2, https://doi.org/10.17531/ein/163054
Toplam 28 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Metroloji,Uygulamalı ve Endüstriyel Fizik, Nükleer Mühendisliği (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Alper Pahsa 0000-0002-9576-5297

Gönderilme Tarihi 20 Nisan 2025
Kabul Tarihi 18 Haziran 2025
Yayımlanma Tarihi 29 Haziran 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 38 Sayı: 1

Kaynak Göster

APA Pahsa, A. (2025). Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions. Turkish Journal of Nuclear Sciences, 38(1), 5-12. https://izlik.org/JA69AZ92GU
AMA 1.Pahsa A. Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions. Turkish Journal of Nuclear Sciences. 2025;38(1):5-12. https://izlik.org/JA69AZ92GU
Chicago Pahsa, Alper. 2025. “Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions”. Turkish Journal of Nuclear Sciences 38 (1): 5-12. https://izlik.org/JA69AZ92GU.
EndNote Pahsa A (01 Haziran 2025) Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions. Turkish Journal of Nuclear Sciences 38 1 5–12.
IEEE [1]A. Pahsa, “Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions”, Turkish Journal of Nuclear Sciences, c. 38, sy 1, ss. 5–12, Haz. 2025, [çevrimiçi]. Erişim adresi: https://izlik.org/JA69AZ92GU
ISNAD Pahsa, Alper. “Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions”. Turkish Journal of Nuclear Sciences 38/1 (01 Haziran 2025): 5-12. https://izlik.org/JA69AZ92GU.
JAMA 1.Pahsa A. Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions. Turkish Journal of Nuclear Sciences. 2025;38:5–12.
MLA Pahsa, Alper. “Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions”. Turkish Journal of Nuclear Sciences, c. 38, sy 1, Haziran 2025, ss. 5-12, https://izlik.org/JA69AZ92GU.
Vancouver 1.Pahsa A. Reliability Computation of Kinetic Energy Based Shannon Entropy for Tritium Plasma Graphene Interactions. Turkish Journal of Nuclear Sciences [Internet]. 01 Haziran 2025;38(1):5-12. Erişim adresi: https://izlik.org/JA69AZ92GU