Optimum Design of Liquified Natural Gas Bi-lobe Tanks using Finite Element, Genetic Algorithm and Neural Network

Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: English
View: 405

This Paper With 16 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

این Paper در بخشهای موضوعی زیر دسته بندی شده است:

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

JR_JACM-6-4_012

تاریخ نمایه سازی: 11 تیر 1399

Abstract:

A comprehensive set of ten artificial neural networks is developed to suggest optimal dimensions of type ‘C’ Bi-lobe tanks used in the shipping of liquefied natural gas. Multi-objective optimization technique considering the maximum capacity and minimum cost of vessels are implemented for determining optimum vessel dimensions. Generated populations from a genetic algorithm are used by Finite Element Analysis to develop new models and find primary membrane and local stresses to compare with their permissible ranges using PYTHON coding. The optimum design space is mathematically modeled by training ten artificial neural networks with design variables generated by the Taguchi method. The results are compared with actual design data and the 93% achieved accuracy shows the precision of the developed design system.

Authors

Mohammadreza Salarkia

Department of Mechanical Engineering, The University of Kashan, Kashan, ۸۷۳۱۷۵۳۱۵۳, Iran

Sa’id Golabi

Department of Mechanical Engineering, The University of Kashan, Kashan, ۸۷۳۱۷۵۳۱۵۳, Iran

Behzad Amirsalari

Department of Mechanical Engineering, The University of Kashan, Kashan, ۸۷۳۱۷۵۳۱۵۳, Iran

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
  • Mokhatab, S., et al., Handbook of liquefied natural gas. Gulf ...
  • Adamo, J.D., On the sustainability of Liquefied Natural Gas (LNG) ...
  • Arteconi, A., et al., Life-cycle greenhouse gas analysis of LNG ...
  • Schinas, O. and M. Butler, Feasibility and commercial considerations of ...
  • Baumgart, M. and J.H.B. Olsen, LNG-fueled vessels in the Norwegian ...
  • Thomson, H., J.J. Corbett, and J.J. Winebrake, Natural gas as ...
  • Bengtsson, S., K. Andersson, and E. Fridell, A comparative life ...
  • Brynolf, S., E. Fridell, and K. Andersson, Environmental assessment of ...
  • Lowell, D., H. Wang, and N. Lutsey, Assessment of the ...
  • Roy, B. and B. Comer, Alternatives to heavy fuel oil ...
  • Wood, D.A., A review and outlook for the global LNG ...
  • Al Ali, M., Development of novel energy systems for LNG ...
  • Iden, M.E. Liquefied Natural Gas (LNG) as a Freight Railroad ...
  • Hagos, D.A. and E.O. Ahlgren, Well-to-wheel assessment of natural gas ...
  • Osorio-Tejada, J.L., E. Llera-Sastresa, and S. Scarpellini, Liquefied natural gas: ...
  • Delgado, O. and R. Muncrief, Assessment of heavy-duty natural gas ...
  • Le Fevre, C.N., A review of demand prospects for LNG ...
  • Adamchak, F. and A. Adede. LNG as marine fuel. in ...
  • Baresic, D., et al., LNG as a marine fuel in ...
  • McGill, R., W. Remley, and K. Winther, Alternative fuels for ...
  • Kołwzan, K. and M. Narewski, Alternative fuels for marine applications. ...
  • Sharafian, A., et al., A review of liquefied natural gas ...
  • Shin, S.-H. and D.-E. Ko, A study on forces generated ...
  • Zhang, C., et al., A large LNG tank technology system ...
  • Morimoto, N., LNG tanker and method for marine transportation of ...
  • Ryu, M.C., et al., Sloshing design load prediction of a ...
  • Arswendy, A. and T. Moan, Strength and stiffness assessment of ...
  • Ishimaru, J., et al., Building of advanced large sized membrane ...
  • Limited, L.s.R.G., ShipRight Design and Construction, in Primary Hull and ...
  • Strength Analysis of Independent Type C Tanks. - Classification Notes ...
  • Lamb, T., Ship design and construction. Vol. I., The Society ...
  • Senjanović, I., et al. Structure design of cargo tanks in ...
  • BP statistical review of world Energy, 2018. ...
  • Rules for Building and classing, Steel vessels, in part 5C. ...
  • Vyas, N., A techno-economic study of liquefied natural gas transportation: ...
  • Kokarakis, J., Standard and Guidelines for Natural Gas Fuelled Ship ...
  • Harperscheidt, J. LNG as Fuel–Bunkering, storage and processing. in STG ...
  • Harperscheidt, J., Bunkering, infrastructure, storage, and processing of LNG. Ship ...
  • Wang, B., Y.-S. Shin, and X. Wang. Structural integrity assessment ...
  • ASME Boiler and Pressure Vessel Code, An International Code Sec ...
  • Code, I., International code for the construction and equipment of ...
  • Kumar, V., et al., Design of Saddle Support for Horizontal ...
  • Yao, Y. and G. Zhongyun. The structure design of type-C ...
  • Shin, S.-B., et al. A Study on Design of IMO ...
  • Senjanović, I., J. Parunov, and S. Rudan, Remedy for Misalignment ...
  • Claudepierre, M. IGF Code Update & LNG Bunkering Guidelines. 2014, ...
  • Munko, B., Economic design of small scale LNG tankers and ...
  • Moss, D.R., Pressure Vessel Design Manual. Fourth edition, Oxford, UK, ...
  • Smith, L. and B. Craig, Properties of metallic materials for ...
  • Toussaint, P. Development of Materials of construction for the new ...
  • USCG, Safety Standards for self-propelled Vessels carrying Bulk Liquefied Gases, ...
  • نمایش کامل مراجع