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Application of a fuzzy expert system for failure load estimation of two serial pinned or bolted sandwich composite plates

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Veröffentlicht/Copyright: 29. März 2016
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Materials Testing
Aus der Zeitschrift Materials Testing Band 58 Heft 4

Abstract

The present paper reports about the application of fuzzy expert system for estimating failure loads of two serial pinned/bolted sandwich composite plates. Considered composite material for present application was produced by a glass fiber reinforced layer and aluminum sheets to create sandwich structures. Briefly outlines, the experimental data of a previous study were related to different geometrical boundary conditions and also numerous preload moments as 0 (pinned), 2, 3, 4 and 5 (bolted) Nm. Anyway, both a fuzzy expert system and a regression analysis were applied depending on mentioned geometrical parameters and pinned/bolted joint arrangements in this work. Obtained results point out that the fuzzy expert system was more suitable than regression analysis method for modeling and estimation of analyzed sandwich composite. Achievements of the fuzzy expert system and the regression analysis methods were considered in terms of error ratios and mean absolute deviations.

Kurzfassung

Im vorliegenden Beitrag wird über die Anwendung eines Fuzzy-Expertensystems zur Abschätzung der Versagenslasten für zwei seriell verstiftete oder verschraubte Sandwich-Kompositplatten berichtet. Das entsprechende Kompositmaterial wurde hierfür aus einer Glasfaser-Verstärkungslage und Aluminiumblechen hergestellt, um eine Sandwich-Struktur zu erzielen. Der Zusammenhang zwischen experimentellen Daten einer zuvor ausgeführten Studie und einigen verschiedenen geometrischen Randbedingungen bzw. mehreren Vorbeladungsmomenten von 0 (verstiftet), 2, 3, 4 und 5 (verschraubt) nm wurde hergestellt. In jedem Fall wurden in dieser Studie ein Fuzzy-Expertensystem und eine Regressionsanalyse durchgeführt. Die Ergebnisse deuten darauf hin, dass sich das Fuzzy-Expertensystem als geeigneter gegenüber der Regressionsanalyse erwies, um das analysierte Sandwich-Komposit zu modellieren und zu bewerten. Dabei wurden die Effekte des Fuzzy-Expertensystems und der Regressionsanalyse in Bezug auf die Fehlerverhältnisse und die durchschnittliche absolute Abweichung bewertet.

*Correspondence Address, Associated Prof. Dr. Faruk Sen, Department of Energy Systems Engineering, Technology Faculty, Muğla Sıtkı Koçman University, 48000 Kötekli-Muğla, Turkey. E-mail:

Dr. Faruk Sen, born in 1977, is Associate Professor at Energy Systems Engineering, Technology Faculty, Muğla Sıtkı Koçman University, Muğla, Turkey. He is mechanical engineer. He obtained his PhD degree from Dokuz Eylul University, Izmir, Turkey, 2007. His research interests coating materials, modeling, failure analyses, joints, composite materials and finite element methods.

Dr. Serkan Ballı is Assistant Professor in the Information Systems Engineering Department at Muğla Sıtkı Kocman University in Muğla, Turkey. He received his MSc degree in Statistics and Computer Science, Muğla University, Turkey in 2005 and his PhD degree from the Department of Computer Engineering, Ege University, Izmir, Turkey in 2010. His research interests include fuzzy logic, expert systems, intelligent systems and decision support systems.

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Published Online: 2016-03-29
Published in Print: 2016-04-04

© 2016, Carl Hanser Verlag, München

Artikel in diesem Heft

  1. Inhalt/Contents
  2. Contents
  3. Fachbeiträge/Technical Contributions
  4. Three-dimensional surface measurement for the quantification of mechanical properties of laser-sintered parts
  5. Effect of the die approach zone shape on the transition of retained austenite and the mechanical properties of TRIP steel wires
  6. Effect of heat treatment on the wear resistance of cast irons
  7. Optimization of bead geometry for duplex stainless steel GTA welds using the Taguchi approach
  8. Corrosion behavior of X70 steel in sands at different charging times
  9. Fatigue life assessment of the driving shaft of a LCV by FEA using customer correlation data
  10. Hydrothermal effects on the burst strength of impacted glass fiber/epoxy composite pipes
  11. Effect of mechanical alloying on FeCrC reinforced Ni alloys
  12. Application of a fuzzy expert system for failure load estimation of two serial pinned or bolted sandwich composite plates
  13. Tensile shear strength and elongation of FSW parts predicted by Taguchi-based fuzzy logic
  14. Effect of cutting environment and heat treatment on the surface roughness of drilled Al/SiC MMC
  15. Advanced hybrid welding and manufacturing technologies
  16. Laser repair welding of an extrusion mold
  17. Mode II delamination of woven mengkuang fiber/woven silk laminated hybrid composites
https://doi.org/10.3139/120.110864

Artikel in diesem Heft

  1. Inhalt/Contents
  2. Contents
  3. Fachbeiträge/Technical Contributions
  4. Three-dimensional surface measurement for the quantification of mechanical properties of laser-sintered parts
  5. Effect of the die approach zone shape on the transition of retained austenite and the mechanical properties of TRIP steel wires
  6. Effect of heat treatment on the wear resistance of cast irons
  7. Optimization of bead geometry for duplex stainless steel GTA welds using the Taguchi approach
  8. Corrosion behavior of X70 steel in sands at different charging times
  9. Fatigue life assessment of the driving shaft of a LCV by FEA using customer correlation data
  10. Hydrothermal effects on the burst strength of impacted glass fiber/epoxy composite pipes
  11. Effect of mechanical alloying on FeCrC reinforced Ni alloys
  12. Application of a fuzzy expert system for failure load estimation of two serial pinned or bolted sandwich composite plates
  13. Tensile shear strength and elongation of FSW parts predicted by Taguchi-based fuzzy logic
  14. Effect of cutting environment and heat treatment on the surface roughness of drilled Al/SiC MMC
  15. Advanced hybrid welding and manufacturing technologies
  16. Laser repair welding of an extrusion mold
  17. Mode II delamination of woven mengkuang fiber/woven silk laminated hybrid composites
Heruntergeladen am 16.4.2026 von https://www.degruyterbrill.com/document/doi/10.3139/120.110864/html
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