Multi-Objective Optimization of the Dip-Coating Parameters for Polylactic Acid Plus Bone Screws Using Taguchi Method, Response Surface Methodology, and Non-Dominated Sorting Genetic Algorithm II

Orthopedic implants are essential for treating severe fractures and incomplete bone regeneration. However, metal-based implants often suffer from corrosion and biocompatibility issues. This study developed 3D-printed Polylactic Acid Plus (PLA+) bone screws coated with molybdenum and zirconia (ZrO2) nanocomposites using the dip-coating method. The Taguchi method optimized five coating parameters: molybdenum weight, zirconia weight, ethanol volume, incubation time, and coating duration. The Taguchi method and Response Surface Methodology (RSM) were used for data analysis, while NSGA-II and TOPSIS determined the optimal parameters. Molybdenum weight significantly increased compressive strength (35.45%), while coating time had the greatest effect on density (25.88%). Optimization improved compressive strength/Ec (Modulus of elasticity) to 315.808 MPa and density to 1.141 g/cm3. Compressive strength was significantly improved through optimized coating parameters; however, the achieved value of 315.808 MPa requires validation due to its relatively high magnitude compared to typical PLA materials reported in the literature. The study concludes that combining the Taguchi and NSGA-II methods effectively enhances the mechanical performance and biocompatibility of biodegradable bone screws. The optimal dip-coating parameters were 0.101 g molybdenum, 0.100 g zirconia, 59.523 mL ethanol, 6.025 h of incubation, and 7.907 min of coating time. However, the study is limited to in vitro mechanical testing, and further in vivo evaluations are necessary to confirm long-term biocompatibility and performance.

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Processes
Published
2025-05-28
DOI
https://doi.org/10.3390/pr13061690
Citations
4
Primary Topic
Bone Tissue Engineering Materials
Type
article
Field-Weighted Citation Impact
2.70
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article

Multi-Objective Optimization of the Dip-Coating Parameters for Polylactic Acid Plus Bone Screws Using Taguchi Method, Response Surface Methodology, and Non-Dominated Sorting Genetic Algorithm II

Pringgo Widyo Laksono, Eko Pujiyanto, Cucuk Nur Rosyidi, Saufik Luthfianto
4 citations
Processes
Bone Tissue Engineering Materials
2.70
article

Multi-Objective Optimization of the Dip-Coating Parameters for Polylactic Acid Plus Bone Screws Using Taguchi Method, Response Surface Methodology, and Non-Dominated Sorting Genetic Algorithm II

Pringgo Widyo Laksono, Eko Pujiyanto, Cucuk Nur Rosyidi, Saufik Luthfianto
article en
4 citations

Abstract

Orthopedic implants are essential for treating severe fractures and incomplete bone regeneration. However, metal-based implants often suffer from corrosion and biocompatibility issues. This study developed 3D-printed Polylactic Acid Plus (PLA+) bone screws coated with molybdenum and zirconia (ZrO2) nanocomposites using the dip-coating method. The Taguchi method optimized five coating parameters: molybdenum weight, zirconia weight, ethanol volume, incubation time, and coating duration. The Taguchi method and Response Surface Methodology (RSM) were used for data analysis, while NSGA-II and TOPSIS determined the optimal parameters. Molybdenum weight significantly increased compressive strength (35.45%), while coating time had the greatest effect on density (25.88%). Optimization improved compressive strength/Ec (Modulus of elasticity) to 315.808 MPa and density to 1.141 g/cm3. Compressive strength was significantly improved through optimized coating parameters; however, the achieved value of 315.808 MPa requires validation due to its relatively high magnitude compared to typical PLA materials reported in the literature. The study concludes that combining the Taguchi and NSGA-II methods effectively enhances the mechanical performance and biocompatibility of biodegradable bone screws. The optimal dip-coating parameters were 0.101 g molybdenum, 0.100 g zirconia, 59.523 mL ethanol, 6.025 h of incubation, and 7.907 min of coating time. However, the study is limited to in vitro mechanical testing, and further in vivo evaluations are necessary to confirm long-term biocompatibility and performance.

ProcessesVol. 13(6)
Sebelas Maret University (ID)
Openalex Percentile: Top 10%
Bone Tissue Engineering Materials
2.70
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