Modeling based experimental investigation on polymerization shrinkage and micro-hardness of nano alumina filled resin based dental material

J Mech Behav Biomed Mater. 2019 Nov:99:86-92. doi: 10.1016/j.jmbbm.2019.06.026. Epub 2019 Jun 28.

Abstract

This paper investigates the effect of %wt composition of BisGMA/TEGDMA, stirring time, bench time, curing time and filler loading on polymerization shrinkage and micro-hardness of resin based dental composites. The investigation was carried out in two stages. In first stage, samples were prepared with different %wt composition of BisGMA/TEGDMA, stirring time, bench time, and curing time to access the effect of different input parameters for minimum polymerization shrinkage and maximum micro-hardness using Taguchi methodology. Selecting optimum values of input factors from first stage, second stage optimization was performed to investigate the effects of different filler loading on different %wt composition of BisGMA/TEGDMA using full factorial design. Prediction model was developed using Design Expert software and analysis of effect of input parameters on output responses were carried out using 3D surface plots. ANOVA were performed to check the significance of prediction model. In first stage, optimum stirring time, bench time and curing time were found to be 4 h, 50 min and 30 s, respectively. In second stage, optimum polymerization shrinkage and micro-hardness of 3.54% and 310 Hv were predicted at 22.89% of TEGDMA content and 20% filler loading. Taguchi methodology and full factorial design were successfully implemented to access the effect of multi-input parameters on responses for resin based dental composites.

Keywords: Dental composite; Full factorial design; Micro-hardness; Optimization; Polymerization shrinkage.

MeSH terms

  • Acrylic Resins / chemistry*
  • Algorithms
  • Aluminum Oxide / chemistry*
  • Bisphenol A-Glycidyl Methacrylate / chemistry*
  • Composite Resins / chemistry*
  • Dental Materials / chemistry*
  • Elastic Modulus
  • Hardness
  • Humans
  • Imaging, Three-Dimensional
  • Light-Curing of Dental Adhesives
  • Materials Testing
  • Methacrylates
  • Polyethylene Glycols / chemistry*
  • Polymerization
  • Polymethacrylic Acids / chemistry*
  • Polyurethanes / chemistry*
  • Software
  • Surface Properties
  • Tooth / physiology

Substances

  • Acrylic Resins
  • Composite Dental Resin
  • Composite Resins
  • Dental Materials
  • Methacrylates
  • Polymethacrylic Acids
  • Polyurethanes
  • triethylene glycol dimethacrylate
  • Polyethylene Glycols
  • Bisphenol A-Glycidyl Methacrylate
  • Aluminum Oxide