Special Issue
  • Stiffness Enhancement of Piecewise Integrated Composite Beam using 3D Training Data Set

  • Seungmin Ji*, Seok Woo Ham*, Jin Kyung Choi**, Seong S. Cheon*†

  • * Department of Mechanical Engineering, Graduated School, Kongju National University
    ** Lacomtech. Co. Ltd.

  • 3차원 학습 데이터를 이용한 PIC 보의 강성 향상에 대한 연구

  • 지승민* · 함석우* · 최진경** · 전성식*†

  • This article is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

References
  • 1. Kim, Y.G., Jeong, K.S., Lee, D.G., and Lee, J.W., “Development of the Composite Third Robot Arm of the Six-axis Articulated Robot Manipulator,” Composite Structures, Vol. 35, No. 4, 1996, pp. 331-342.
  •  
  • 2. Ko, H.J., Kim, J.H., and Cho, W., “A Study of LCD Transfer System Using Thereof,” Korean Society for Precision Engineering, 2008, pp. 411-412.
  •  
  • 3. Ham, S.W., Cheon, S.S., and Jeong, K.Y., “Strength Optimization of Piecewise Integrated Composite Beam Through Machine Learning,” Transactions of the Korean Society of Mechanical Engineers, A, Vol. 43, No. 8, 2019, pp. 521-528.
  •  
  • 4. Ham, S.W., Ha, Y.S., and Cheon, S.S., “Predict Rate Machine Learning Model by Irregular Arrangement of Reference Points of Piecewise Integrated Composite Beam,” Proceeding of the Korean Society for Composite Materials, Aug. 2020, pp. 121-122.
  •  
  • 5. Lee, C.S., Lee, D.G., Oh, J.H., and Kim, H.S., “Composite Wrist Blocks for Double Arm Type Robots for Handling Large LCD Glass Panels,” Composite Structures, Vol. 57, No. 1-4, 2002, pp. 345-355.
  •  
  • 6. Jeong, C., Ham, S., Kim, G., and Cheon, S.S., “Development of the Piecewisely-integrated Composite Bumper Beam Based on the IIHS Crash Analysis,” Composites Research, Vol. 31, No. 1, 2018, pp. 37-41.
  •  
  • 7. Lantz, B., Machine Learning with R, 2nd ed., Packt Pub., UK, 2015.
  •  
  • 8. Konjevoda, P., and Stambuk, N., “Open-source Tools for Data Mining in Social Science,” IntechOpen, 2012.
  •  
  • 9. Bai, Y., Teng, X., and Wierzbicki, T., “On the Application of Stress Triaxiality Formula for Plane Strain Fracture Testing,” Journal of Engineering Materials and Technology, Vol. 131, No. 2, 2009, 021002.
  •  
  • 10. Bao, Y., and Wierzbicki, T., “On Fracture Locus in the Equivalent Strain and Stress Triaxiality Space” International Journal of Mechanical Sciences, 46, No. 1, 2004, pp. 81-98.
  •  
  • 11. Toray Composite Materials America, Inc., “2510 Prepreg System,” https://www.toraycma.com/wp-content/uploads/2510-Prepreg-System.pdf, 2017.
  •  
  • 12. Ham, S.W., and Cheon, S.S., “Load Fidelity Improvement of Piecewise Integrated Composite Beam by Construction Training Data of k-NN Classification Model,” Composites Research, Vol. 33, No. 3, 2020, pp. 108-114.
  •  

This Article

Correspondence to

  • Seong S. Cheon

  • Department of Mechanical Engineering, Graduated School, Kongju National University

  • E-mail: sscheon@kongju.ac.kr