• Journal of Welding and Joining
• /
• 제11권2호
• /
• pp.27-41
• /
• 1993

The estimation of nugget sizes was attempted by utilizing the artificial neural networks method. Artificial neural networks is a highly simplified model of the biological nervous system. Artificial neural networks is composed of a large number of elemental processors connected like biological neurons. Although the elemental processors have only simple computation functions, because they are connected massively, they can describe any complex functional relationship between an input-output pair in an autonomous manner. The electrode head movement signal, which is a good indicator of corresponding nugget size was determined by measuring the each test specimen. The sampled electrode movement data and the corresponding nugget sizes were fed into the artificial neural networks as input-output pairs to train the networks. In the training phase for the networks, the artificial neural networks constructs a fuctional relationship between the input-output pairs autonomusly by adjusting the set of weights. In the production(estimation) phase when new inputs are sampled and presented, the artificial neural networks produces appropriate outputs(the estimates of the nugget size) based upon the transfer characteristics learned during the training mode. Experimental verification of the proposed estimation method using artificial neural networks was done by actual destructive testing of welds. The predicted result by the artifficial neural networks were found to be in a good agreement with the actual nugget size. The results are quite promising in that the real-time estimation of the invisible nugget size can be achieved by analyzing the process variable without any conventional destructive testing of welds.

• Journal of Welding and Joining
• /
• 제31권4호
• /
• pp.1-6
• /
• 2013

Nowadays, the weight lightening of automotive is required as conserving the environment has become a major worldwide issue. To solve this issue, various researches for the use of light materials(Alalloy, Mgalloy)and ultra high strength steel as substitutes of the current structural material have been carried out. Application of laser stitch welding to the assembly of automotive produces improvement in strength, lightening of body, higher fuel efficiency, lower production cost as well as reduction in assemble line due to its fast welding speed, superior accessible and weld quality. This process overcomes the shortcomings of the current resistance spot welding such as high electricity consumption, electrode replacement, and economical, technical limitation in design and production method of automotives.

• Corrosion Science and Technology
• /
• 제18권1호
• /
• pp.16-23
• /
• 2019

Steels for automotive fuel tank require unique properties such as corrosion resistance for fuel, welding for joining, forming for press, and painting for exterior. Recently, automakers have been requiring excellent seam weldable steels to enhance manufacturing productivity of fuel tank. Thus, POSCO developed a new type of functional steels coated with nano-composite thin layer on Zn-Ni plating steels. The nano-composite coating solution was prepared by mechanical fine dispersion of solutions consisting of polymeric resin and nano-composite materials in aqueous media. The composite solution was coated on the plating steel surface by using roll coater and cured through induction furnace. These new developed plating steels were evaluated for quality performances such as seam and spot weldability, press formability, and corrosion resistance. These new functional steels coated with nano-composite layer exhibited excellent seam weldability and press formability. Detailed discussion of coating solution and experimental results suggest that nano-sized composite dispersion as coating layer plays a key role in enhancing the quality performance.

• 한국산학기술학회논문지
• /
• 제19권8호
• /
• pp.25-31
• /
• 2018

본 연구에서는 카울 모듈의 성형 시 최적 설계 공정을 유한요소해석을 통해 도출하는 방안을 제시하였다. 소재 인장시험 및 성형성 평가와 같은 기계적 물성 평가를 통해 성형 해석의 주름 및 크랙 발생을 사전에 파악하고 이를 개선하기 위한 공정 설계 변경을 통해 최적 설계 방안을 도출하였다. 또한 제진성 향상이 필요한 카울 로워 패널에 패치워크를 적용을 통해 카울 모듈의 강성 증대 및 제진 특성 향상을 고유진동수 측정 시험과 해석을 통해 확인하였다. 해석 결과, 실러 패치워크 기술 적용에 따른 1차 고유진동수가 향상됨을 알 수 있었고, 이는 강성 및 제진특성 증대와 관련있다고 볼 수 있다. 실러 패치워크 적용 시 공정수 감소를 위해 성형 전 로워 패널 블랭크에 패치워크 블랭크를 점용접으로 접합시켜 성형하므로, 성형 후 패치워크 패널의 위치가 점용접 조건에 따라 달라진다. 이를 위해 점용접 위치에 따른 성형 해석을 실시하여 결과를 바탕으로 최적 공정 설계를 도출하였다. 스탬핑 공법을 이용한 타부품의 적용을 위해 성형 해석 기법을 구축하여 다양한 제품 설계에 도움이 될 것으로 판단된다.

• 대한기계학회논문집A
• /
• 제35권10호
• /
• pp.1179-1185
• /
• 2011

용접이음부의 신뢰성 확보는 구조물의 건전성과 내구성에 직접적인 영향을 미치기 때문에 점용접 이음재의 피로설계기준(fatigue design criterion)을 정하기 위해서는 정확한 응력해석과 체계적인 피로강도평가가 필요하다. 따라서 본 연구에서는 실제 전동차량 차체에 많이 적용되는 냉간 및 열간압연강판인 SPCC, SPCE, SPHE을 대상으로 기하학적 인자(geometrical factors)들을 선별해서 TS형과 CT형의 대표적인 점용접 이음재 시험편을 기본모델로 하여 인장전단하중을 가하여 피로강도 및 피로특성을 평가하고자 하였다. 그리고 피로균열의 발생과 성장 기구에 대한 영향을 분석하기위해 용접 시 발생되는 여러 가지 주요인자들 중 입열량에 의해 발생할 수 있는 용접잔류응력을 X-ray 회절법에 의해 실험적으로 해석하였다. 그리고 이러한 해석을 통하여 얻어진 결과를 중첩(superposition)함으로 해서 잔류응력을 고려했을 경우 너깃 단 최대주응력으로 피로강도를 재평가하여 합리적인 피로설계기준(fatigue design criterion)을 재정립하고자 하였다.

• Smart Structures and Systems
• /
• 제16권2호
• /
• pp.367-382
• /
• 2015

This paper aims to conduct the reliability-based assessment of the welded joint in the orthotropic steel bridge deck by use of a mesh-insensitive structural stress (MISS) method, which is an effective numerical procedure to determine the reliable stress distribution adjacent to the weld toe. Both the solid element model and the shell element model are first established to investigate the sensitivity of the element size and the element type in calculating the structural stress under different loading scenarios. In order to achieve realistic condition assessment of the welded joint, the probabilistic approach based on the structural reliability theory is adopted to derive the reliability index and the failure probability by taking into account the uncertainties inherent in the material properties and load conditions. The limit state function is formulated in terms of the structural resistance of the material and the load effect which is described by the structural stress obtained by the MISS method. The reliability index is computed by use of the first-order reliability method (FORM), and compared with a target reliability index to facilitate the safety assessment. The results achieved from this study reveal that the calculation of the structural stress using the MISS method is insensitive to the element size and the element type, and the obtained structural stress results serve as a reliable basis for structural reliability analysis.