Simulation of mechanical behavior and optimization of simulated injection molding process for PLA based antibacterial composite and nanocomposite bone screws using central composite design. (January 2017)
- Record Type:
- Journal Article
- Title:
- Simulation of mechanical behavior and optimization of simulated injection molding process for PLA based antibacterial composite and nanocomposite bone screws using central composite design. (January 2017)
- Main Title:
- Simulation of mechanical behavior and optimization of simulated injection molding process for PLA based antibacterial composite and nanocomposite bone screws using central composite design
- Authors:
- Heidari, Behzad Shiroud
Oliaei, Erfan
Shayesteh, Hadi
Davachi, Seyed Mohammad
Hejazi, Iman
Seyfi, Javad
Bahrami, Mozhgan
Rashedi, Hamid - Abstract:
- Abstract: In this study, injection molding of three poly lactic acid (PLA) based bone screws was simulated and optimized through minimizing the shrinkage and warpage of the bone screws. The optimization was carried out by investigating the process factors such as coolant temperature, mold temperature, melt temperature, packing time, injection time, and packing pressure. A response surface methodology (RSM), based on the central composite design (CCD), was used to determine the effects of the process factors on the PLA based bone screws. Upon applying the method of maximizing the desirability function, optimization of the factors gave the lowest warpage and shrinkage for nanocomposite PLA bone screw (PLA9). Moreover, PLA9 has the greatest desirability among the selected materials for bone screw injection molding. Meanwhile, a finite element analysis (FE analysis) was also performed to determine the force values and concentration points which cause yielding of the screws under certain conditions. The Von-Mises stress distribution showed that PLA9 screw is more resistant against the highest loads as compared to the other ones. Finally, according to the results of injection molding simulations, the design of experiments (DOE) and structural analysis, PLA9 screw is recommended as the best candidate for the production of biomedical materials among all the three types of screws. Graphical abstract: Highlights: Injection molding simulation and optimization of poly lactic acid basedAbstract: In this study, injection molding of three poly lactic acid (PLA) based bone screws was simulated and optimized through minimizing the shrinkage and warpage of the bone screws. The optimization was carried out by investigating the process factors such as coolant temperature, mold temperature, melt temperature, packing time, injection time, and packing pressure. A response surface methodology (RSM), based on the central composite design (CCD), was used to determine the effects of the process factors on the PLA based bone screws. Upon applying the method of maximizing the desirability function, optimization of the factors gave the lowest warpage and shrinkage for nanocomposite PLA bone screw (PLA9). Moreover, PLA9 has the greatest desirability among the selected materials for bone screw injection molding. Meanwhile, a finite element analysis (FE analysis) was also performed to determine the force values and concentration points which cause yielding of the screws under certain conditions. The Von-Mises stress distribution showed that PLA9 screw is more resistant against the highest loads as compared to the other ones. Finally, according to the results of injection molding simulations, the design of experiments (DOE) and structural analysis, PLA9 screw is recommended as the best candidate for the production of biomedical materials among all the three types of screws. Graphical abstract: Highlights: Injection molding simulation and optimization of poly lactic acid based bone screws. CCD used to determine the effects of process factors on PLA based bone screws. FE analysis showed that nanocomposite screw is more resistant against the high loads. The interaction effect of the process studied using the response surfaces curves. Nanocomposite is the best candidate for the production of biomedical screw. … (more)
- Is Part Of:
- Journal of the mechanical behavior of biomedical materials. Volume 65(2017)
- Journal:
- Journal of the mechanical behavior of biomedical materials
- Issue:
- Volume 65(2017)
- Issue Display:
- Volume 65, Issue 2017 (2017)
- Year:
- 2017
- Volume:
- 65
- Issue:
- 2017
- Issue Sort Value:
- 2017-0065-2017-0000
- Page Start:
- 160
- Page End:
- 176
- Publication Date:
- 2017-01
- Subjects:
- PLA bone screw -- Injection molding simulation -- Shrinkage and warpage -- Central composite design -- Structural analysis
Biomedical materials -- Periodicals
Biomedical materials -- Mechanical properties -- Periodicals
Biomedical materials
Biomedical materials -- Mechanical properties
Periodicals
Electronic journals
610.28 - Journal URLs:
- http://www.sciencedirect.com/science/journal/17516161 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.jmbbm.2016.08.008 ↗
- Languages:
- English
- ISSNs:
- 1751-6161
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5015.809000
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