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2005 | 12 | 2 |

Tytuł artykułu

Application of statistical methods and artificial neral networks for approximating ship's roll in beam waves

Autorzy

Warianty tytułu

Języki publikacji

EN

Abstrakty

EN
In the paper, were presented approximations of numerical calculations of ships roll on thebasis of main service parameters of the ship. This way were obtained several relationshipswhich make it possible to approximate ship roll in regular and irregular waves by usingthe parameters available in the phase of voyage routing. The relationships were elabora-ted by means of artificial neural networks as well as linear and non-linear regressionmethods. A comparative analysis of the methods regarding approximation accuracyagainst standard data was also performed

Słowa kluczowe

Wydawca

-

Rocznik

Tom

12

Numer

2

Opis fizyczny

p.22-28,fig.,ref.

Twórcy

autor
  • Institute of Marine Navigation, Maritime University of Szczecin, Waly Chrobrego 1/2, 70-500 Szczecin, Poland

Bibliografia

  • 1. Cepowski T: The Proposal of Optimization Method of Ships Design Parameters on The Basis of Short-Term Rolling Prediction. 13th International Conference on Hydrodynamics in Ship Design, HYDRONAV-99, Gdańsk-Ostróda. 1999
  • 2. Calisal S.M., Howard D., Mikkelsen J.: A Seakeeping Study of the UBS Series. Marine Technology, Vol. 34, No.1, Jan. 1977
  • 3. Journée J.M.J.: Verification and Validation of Ship Motions Program SEAWAY, Report 1213a. Delft University of Technology, The Netherlands. 2001
  • 4. Journée J.M.J.: Theoretical Manual of SEAWAY. Report 1216a,Delft University of Technology, The Netherlands. 2001
  • 5. Kukner A., Aydm M.: Influence of Design Parameters on Vertical Motions of Trawler Hull Forms in Head Seas, MarineTechnology, Vol. 34, No.3, July 1997
  • 6. Mesbashi E., Bertram V.: Empirical Design Formuale Using Artificial Neural Nets. 1st International EuroConference on Computer Applications and Information Technology in the Maritime Industries, COMPIT-2000. Potsdam. 2000
  • 7. Popper K.: The Logic of Scientific Discovery. Routledge, 14thPrinting. 1977
  • 8. Szelangiewicz T., Cepowski T.: Application of Artificial Neural Networks to Investigation of Ship Seakeeping Ability, Part 1.Polish Maritime Research, Vol 8, No.3, September 2001
  • 9. Szelangiewicz T., Cepowski T.: Application of Artificial Neural Networks to Investigation of Ship Seakeeping Ability, Part 2.Polish Maritime Research, Vol 8, No.4, December 2001
  • 10.Zhou, Z., Zhou, D., Xie, N: A Seakeeping Experiment Research on Flokstra Container Ship Model. Technical Report 4 of Study on Reviewing Freeboards of ICLL 1966. China Classification Society, Shanhai Rules and Research Institute Shanhai. China. 1996

Typ dokumentu

Bibliografia

Identyfikatory

Identyfikator YADDA

bwmeta1.element.agro-56efca30-30d9-447b-b3fc-91f2f3ea493c
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