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Development of Bayesian Decision Making System for Ship Navigation

Research Project

Project/Area Number 11650942
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 船舶工学
Research InstitutionTokyo University of Mercantile Marine

Principal Investigator

ISEKI Toshio  Tokyo University of Mercantile Marine, Faculty of Mercantile Marine Sience, Associate Professor, 商船学部, 助教授 (70212959)

Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2000: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1999: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsBayesian modeling procedure / Directional wave spectrum / Seakeaping / Hyperparameter / ABIC / Onboard tests
Research Abstract

The main objective of this research work is development of a simple decision making system for merchant ships. In the system, the ship's hull is recognized as a wave probe and the ship motion data are used for the estimation of sea states and calculation of the several ship responses as the information for the navigation. The head investigator has already achieved at the basic research work of the Bayesian estimation of the directional wave spectrum using the ship motion data. In 1999, therefore, the following results could be obtained by this research project :
(1) Making up the hardware : Using the FOG (Fiver Optic Gyroscope) system, the hardware by which the ship motion data signal can be imported through the"COM port"of personal computer systems was made for general purpose.
(2) Improvement of the algorithm : Bayesian estimation algorithm for the estimation of wave spectrum was modified for improvement of computational efficiency.
(3) Development of the application software : The appl … More ication software that can store ten minutes length time history data every one hour was developed. Microsoft Visual C++ was selected as the computer language for the adaptability to the Windows OS.
(4) On board tests : In November 1999 and March 2000, three on board tests were carried out using the training ship Shiojimaru and the application program was revised.
Based on the above-mentioned results, the following research work were performed.
(1) Installation and functional test : The developed system was installed on the bulk carrier on the line between Japan and Australia. The functional test was continued around a half year and bugs were found and fixed in the application program, the system was tested under the automatic operation
(2) Acquisition of the ship motion data in actual voyages :
In the later half of the functional test, the system was operated automatically during several voyages and the measured data were stored in the hard disk of the notebook computer. The application program was modified to have the functions of not only storage of the ten minutes time history data but also creations of the statistical summary CSV file. Therefore the out-lines of the voyages are easily grasped.
(3) Making of the report
The report of this research will be made just as planned.
As the problem transferred form the last fiscal year, the algorithm of the Bayesian estimation should be modified for on-line calculation. The present system is now equipped on the container ship operated on the north pacific line and the measurement is continued. Less

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (10 results)

All Other

All Publications (10 results)

  • [Publications] 井関俊夫: "船体波浪計化法による波浪モニタリングについて-上下加速度と船載式波高計による推定精度の比較-"日本航海学会論文集. 102. 107-113 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Toshio Iseki,Daisuke Terada and Kohei Ohtsu: "Study on Stochastic Guidance System for Heavy Weather Operation"Proc.of the 2nd International Congress on Maritime Technological Innovations and Research. 30-43 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 寺田大介,井関俊夫: "船体縦曲げ応力のBayes推定"日本航海学会論文集. 104(発表・校正済み印刷中). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Toshio Iseki: "Study on Wave Monitoring System using Ship's Hull Motions -Accuracy Comparisons between the Data of Vertical Acceleration and wave Height."The Journal of Japan Institute of Navigation. Vol.102. 107-113 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Toshio Iseki, Daisuke Terada and Kohei Ohtsu: "Study on Stochastic Guidance System for Heavy Weather Operation"Proc.of the 2^<nd> International Congress on Maritime Technological Innovations and Research. 30-43 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Toshio Iseki and Daisuke Terada and Kohei Ohtsu: "Study on Stochastic Guidance System for Heavy Weather Operation"The Journal of Japan Institute of Navigation. Vol.104 (Now printing). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 井関俊夫: "船体波浪計化法による波浪モニタリングについて-上下加速度と船載式波高計による推定精度の比較-"日本航海学会論文集. 102. 107-113 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Toshio Iseki,Daisuke Terada and Kohei Ohtsu: "Study on Stochastic Guidance System for Heavy Weather Operation"Proc.of the 2nd International Congress on Maritime Technological Innovations and Research. 30-43 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 寺田大介,井関俊夫: "船体縦曲げ応力のBayes推定"日本航海学会論文集. 104(発表・校正済み印刷中). (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 井関 俊夫: "船体波浪計化法による波浪モニタリングについて"日本航海学会論文集第102号. 102(発表済校正済印刷中). (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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