Journal of Ocean Engineering and Technology (한국해양공학회지)

Korean Society of Ocean Engineers (한국해양공학회)
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Evaluation on Sensitivity and Approximate Modeling of Fire-Resistance Performance for A60 Class Deck Penetration Piece Using Heat-Transfer Analysis and Fire Test

  • Park, Woo Chang (Department of Naval Architecture & Ocean Engineering, Mokpo National University) ;
  • Song, Chang Yong (Department of Naval Architecture & Ocean Engineering, Mokpo National University)
  • Received : 2021.02.18
  • Accepted : 2021.03.12
  • Published : 2021.04.30
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Abstract

The A60 class deck penetration piece is a fire-resistance apparatus installed on the deck compartment to protect lives and to prevent flame diffusion in the case of a fire accident in a ship or offshore plant. In this study, the sensitivity of the fire-resistance performance and approximation characteristics for the A60 class penetration piece was evaluated by conducting a transient heat-transfer analysis and fire test. The transient heat-transfer analysis was conducted to evaluate the fire-resistance design of the A60 class deck penetration piece, and the analysis results were verified via the fire test. The penetration-piece length, diameter, material type, and insulation density were used as the design factors (DFs), and the output responses were the weight, temperature, cost, and productivity. The quantitative effects of each DF on the output responses were evaluated using the design-of-experiments method. Additionally, an optimum design case was identified to minimize the weight of the A60 class deck penetration piece while satisfying the allowable limits of the output responses. According to the design-of-experiments results, various approximate models, e.g., a Kriging model, the response surface method, and a radial basis function-based neural network (RBFN), were generated. The design-of-experiments results were verified by the approximation results. It was concluded that among the approximate models, the RBFN was able to explore the design space of the A60 class deck penetration piece with the highest accuracy.

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References

  1. Cho, S.K., Byun, H., & Lee, T.H. (2009). Selection Method of Global Model and Correlation Coefficients for Kriging Metamodel. Transactions of the Korean Society of Mechanical Engineers - A, 33(3), 813-818. https://doi.org/10.3795/KSME-A.2009.33.8.813
  2. Choi, J.M., Um, H.C., & Jin, Y.H. (2014). Comparison on the Fire Performance of Additional Insulation Materials for Improving the Fire Retardancy in Engine-room of FRP Vessel. Journal of the Korean Society of Marine Engineering, 38(9), 1150-1155. https://doi.org/10.5916/jkosme.2014.38.9.1150
  3. Choi, T.J., Kim, J.S., Choi, K.K., Lim, Y.S., & Kim, Y.T. (2013). An Experimental Study on the Fireproof of Fire Damper in Accordance with Insulation Conditions on the Coaming and Blade. Journal of the Korean Society of Marine Engineering, 37(4), 431-437. https://doi.org/10.5916/jkosme.2013.37.4.431
  4. Dyn, N., Levin, D., & Rippa, S. (1986). Numerical Procedures for Surface Fitting of Scattered Data by Radial Basis Functions. SIAM Journal on Scientific and Statistical Computing, 7(2), 639-659. https://doi.org/10.1137/0907043
  5. International Maritime Organization (IMO). (2010). International Convention for the Safety of Life at Sea (SOLAS 1999/2000). Amendment, UK.
  6. International Organization for Standardization (ISO). (1999). Fire Resistance Tests - Elements of Building Construction (ISO 834-1). Switzerland.
  7. Jang, C.J., Hur, N.S., & Kim, I.W. (2014). Performance Experiment of H-120 Class Fire Damper for Offshore. Journal of the Korean Society of Manufacturing Process Engineers, 13(2), 131-136. https://doi.org/10.14775/ksmpe.2014.13.2.131
  8. Magnabosco, I., Ferro, P., Tiziani, A., & Bonollo, F. (2006). Induction Heat Treatment of a ISO C45 Steel Bar: Experimental and Numerical Analysis. Computational Materials Science, 35(2), 98-106. https://doi.org/10.14775/ksmpe.2014.13.2.131
  9. Maritime Safety Committee (MSC). (2010). Adoption of the International Code for Application of Fire Test Procedures [MSC.307(88)]. UK.
  10. Ohmura, T., Tsuboi, M., Onodera,, M., & Tomimura, T. (2003). Specific Heat Measurement of High Temperature Thermal Insulations by Drop Calorimeter Method. International Journal of Thermophysics, 24(2), 559-575. https://doi.org/10.1023/A:1022936408676
  11. Piscopo, G., Atzeni, E., & Salmi, A. (2019). A Hybrid Modeling of the Physics-Driven Evolution of Material Addition and Track Generation in Laser Powder Directed Energy Deposition. Materials, 12(17), 2819. https://doi.org/10.3390/ma12172819
  12. Simulia. (2019). Abaqus User Manual. Simulia.
  13. Song, C.Y., & Kim, Y. (2020). Identification of Fire Resistance Characteristics of Bulkhead Penetration Pieces for A-0 Class Compartment. Journal of Advanced Marine Engineering and Technology, 44(6), 414-421. https://doi.org/10.5916/jamet.2020.44.6.414
  14. Song, C.Y., & Lee, J. (2010). Comparative Study of Approximate Optimization Techniques in CAE-based Structural Design. Transactions of the Korean Society of Mechanical Engineers - A, 34(11), 1603-1611. https://doi.org/10.3795/KSME-A.2010.34.11.1603
  15. Suman, S., Biswas, P., & Sridhar, P. (2016). Numerical Prediction of Welding Distortion in Submerged Arc Welded Butt and Fillet Joints. Proceeding of International Conference on Design and Manufacturing, IIITDM, Kanchipuram.
  16. Yu, J.S., Sung, H.G., & Oh, J.H. (2000). An Experimental Study on Fire-resistant Boom. Journal of the Korean Society of Marine Environmental Engineering, 3(2), 25-32.
  17. Yunus, A.C., & Afshin, J.G. (2012). Heat and Mass Transfer: Fundamentals and Applications, McGraw-Hill.