Journal of the Society of Naval Architects of Korea (대한조선학회논문집)

The Society of Naval Architects of Korea (대한조선학회)
권호 표지
DOI QR코드

DOI QR Code

A Study on the Weight Estimation Model of Floating Offshore Structures using the Non-linear Regression Analysis

비선형 회귀 분석을 이용한 부유식 해양 구조물의 중량 추정 모델 연구

  • Seo, Seong-Ho (school of Naval Architecture and Ocean Engineering, University of Ulsan) ;
  • Roh, Myung-Il (Department of Naval Architecture and Ocean Engineering, Seoul National University) ;
  • Shin, Hyunkyoung (School of Naval Architecture and Ocean Engineering, University of Ulsan)
  • 서성호 (울산대학교 조선해양공학부) ;
  • 노명일 (서울대학교 조선해양공학과) ;
  • 신현경 (울산대학교 조선해양공학부)
  • Received : 2014.01.02
  • Accepted : 2014.11.11
  • Published : 2014.12.20
Download PDF
⟨ Previous Next ⟩

Abstract

The weight estimation of floating offshore structures such as FPSO, TLP, semi-Submersibles, Floating Offshore Wind Turbines etc. in the preliminary design, is one of important measures of both construction cost and basic performance. Through both literature investigation and internet search, the weight data of floating offshore structures such as FPSO and TLP was collected. In this study, the weight estimation model was suggested for FPSO. The weight estimation model using non-linear regression analysis was established by fixing independent variables based on this data and the multiple regression analysis was introduced into the weight estimation model. Its reliability was within 4% of error rate.

Keywords

References

  1. Bolding, A., 2001. Bulk Factor Method Estimates FPSO: Topsides Weight. The Oil and Gas Journal, 99(10), pp.49-53.
  2. Cho, Y.J., 2011. A Development of the Ship Weight Estimating Method by a Statistical Approach. Journal of the Society of Naval Architecture of Korea, 48(5), pp.426-434. https://doi.org/10.3744/SNAK.2011.48.5.426
  3. Cimino, D. & Dominick,T, 2007. Marine Vehicle Weight Engineering. Society of Allied Weight Engineers: Los Angeles, CA
  4. Hwang, J.K. Bang, G.J. Roh, M.I. & Lee, K.Y., 2009. Detailed design and construction of the hull of an FPSO. Proceedings of the Nineteenth International Offshore and Polar Engineering Conference, Osaka, Japan, 21-26 June 2009, pp.151-158.
  5. International Maritime Association (IMA), 2013. International Maritime Association. [Online] Available at: http://www.imastudies.com/id361.htm.
  6. Jeon, C.H. Jeong, M.K. & Lee, H.S., 2004. Applied Statistics for Engineering. Hongrung Publishing Co., Ltd.: Seoul.
  7. Kang, J.S. Kang, H.K. Park, J.H. & Ha, T.B., 2012. Developing an Execution Strategy for FPSO. Journal of the Society of Naval Architecture of Korea, 49(3), pp.48-56.
  8. Lee, H.S. & Kang, H.M., 2009. Inside Statistical Analysis and SPSS. Korean Studies Information Co., Ltd.: Seoul.
  9. Lee, M.S. Ryu, J.C. & Kim, K.S., 2009. Development of the Linear Regression Analysis Model to Estimate the Shear Strength of Soils. The Journal of Engineering Geology, 19(2), pp.177-189.
  10. Seo, H.S. Yang, G.S. Kim, N.Y. Kim, H.Y. & Kim, M.G., 2009. SPSS(PASW) Regression Analysis. 3rd edition. Hannarae Publishing Co., Ltd.: Seoul.
  11. Seo, S.H. Shin, H.K. Ku, N.K. & Roh, M.I., 2013. Simplified model for the weight estimation of floating offshore structure using the statistical method. Proceedings of the Annual Spring Meeting, Jeju, 23-25 May 2013, pp.1070-1078.
  12. Sung, D.Y. Lim, H.J. Lee, D.W. Kim, B.J. & Park, Y.G., 2010. The Prediction Equation for Bending Stress of Rail in Concrete Track by the Linear Multiple Regression Analysis. Journal of Railway, pp.315-323.
  13. Walpole, R.E. & Myers, R.H., 1985. Probability and Statistics for Engineers and Scientists. Macmillan Publishing Co., New York.

Cited by

  1. A Preliminary Study on a Method for the Weight Estimation and Calculation of Offshore EPC Projects vol.53, pp.2, 2016, https://doi.org/10.3744/SNAK.2016.53.2.154
  2. A Study on Weight Estimation and Calculation of the Pipe Rack Structures for FPSO EPC Projects vol.53, pp.5, 2016, https://doi.org/10.3744/SNAK.2016.53.5.362