Structural Engineering and Mechanics

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Determination of formability behavior of steel used in ships by various methods

  • Dursun Murat Sekban (Department of Marine Engineering Operations, Karadeniz Technical University) ;
  • Ecren Uzun Yaylaci (Faculty of Fisheries, Recep Tayyip Erdogan University) ;
  • Mehmet Emin Ozdemir (Department of Civil Engineering, Cankiri Karatekin University) ;
  • Murat Yaylaci (Department of Civil Engineering, Recep Tayyip Erdogan University)
  • Received : 2024.09.07
  • Accepted : 2024.10.08
  • Published : 2024.10.25
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Abstract

Metal-based materials used in ships are built by welding plates and profiles of various sizes and shapes together. Although various methods are currently used during the production of ships, studies are ongoing on alternative welding methods. When alternative methods are examined, it is seen that friction stir welding (FSW) is advantageous in applying plate-type materials and obtaining high mechanical properties after application. In this study, FSW was applied to the steel used in ships, and after the application, hardness, tensile, and bending tests were performed, and mechanical properties were determined. Afterward, the bending test results, which are of great importance for the formability of welded structures, were transferred to finite element analysis (FEA) and multilayer perceptron (MLP) models, and the data obtained in these models were mutually analyzed with the mechanical test data. As a result of the analyses, it was determined that models with appropriate results obtained with experimental data could be created after both FEA and MLP, and thus the bending behavior of welded structures could be determined without the need for experimental data.

Keywords

Acknowledgement

We would like to thank Professor Gencaga Purcek (Mechanical Engineering Department, Karadeniz Technical University) for sharing his laboratory facilities.

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