Tensile shear strength and elongation of FSW parts predicted by Taguchi-based fuzzy logic

Kulekci M. K., Esme U., Ocalir S., Ustun D., Kazançoğlu Y.

Materialpruefung/Materials Testing, cilt.58, sa.4, ss.351-356, 2016 (SCI-Expanded, Scopus) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 58 Sayı: 4
  • Basım Tarihi: 2016
  • Doi Numarası: 10.3139/120.110856
  • Dergi Adı: Materialpruefung/Materials Testing
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.351-356
  • Anahtar Kelimeler: Friction stir welding, Fuzzy logic, Taguchi design method
  • Ankara Üniversitesi Adresli: Hayır

Özet

This paper represents the fuzzy logic model for modeling and prediction of tensile shear strength and percent elongation of parts produced by the friction stir welding (FSW) process. A Taguchi L16 orthogonal array is used to plan and select the parameters and their levels. Weld travel speed, pin diameter and tool rotation are used as input variables. Therefore, a three-input and two-output fuzzy model is used to correlate these variables to the responses of tensile shear strength and percent elongation using the fuzzy rules generated based on experimental results. Close agreement is obtained between the fuzzy predicted and experimental results with the correlation coefficients of 0.931 and 0.895 for tensile shear strength and elongation, respectively.