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Optimizing fabrication parameters via Taguchi method for production of high yield hydroxyapatite microsphere
Chien Yi Wee1, Quentin Ray Tjieh Lim2, Yun Zhao1
1Department of Mechanical Engineering, National University of Singapore, Singapore, Singapore.
Summary
The Taguchi method optimized hydroxyapatite (HAp) microsphere scaffolds using drop on demand (DOD) inkjet printing, achieving high yield and desired properties for bone substitutes. This predictive tool minimized experiments, confirming optimal fabrication parameters for enhanced HAp microsphere production.
Area of Science:
- Biomaterials Engineering
- Additive Manufacturing
- Tissue Engineering
Background:
- The drop on demand (DOD) inkjet method offers a cost-effective approach for fabricating hydroxyapatite (HAp) microsphere scaffolds with controlled size distribution.
- Optimizing DOD fabrication parameters is crucial for yield and scaffold characteristics but can be experimentally intensive.
- The Taguchi method presents a predictive tool to efficiently optimize key fabrication parameters, minimizing experimental trials.
Purpose of the Study:
- To investigate the influence of DOD fabrication parameters on HAp microsphere characteristics.
- To determine optimal parameter conditions for producing high-yield HAp microsphere scaffolds with desired properties for bone substitution.
- To achieve HAp microspheres with high production yield, size <230 μm, micropore size <1 μm, rough surface morphology, and high sphericity.
Main Methods:
- Utilized the Taguchi method with an L9 orthogonal array to systematically test parameter combinations.
- Investigated four key parameters: operating pressure, shutter speed duration, nozzle height, and CaCl2 concentration, each at three levels.
- Analyzed results using signal-to-noise (S/N) ratio to identify optimal parameter settings and employed ANOVA for validation.
Main Results:
- Identified optimal parameter conditions: operating pressure (0.9-1.3 bar), shutter speed duration (100 ms), nozzle height (8 cm), and CaCl2 concentration (0.4 M).
- Achieved HAp microspheres with an average size of 213 μm, 0.45 μm micropore size, a sphericity index of 0.95, and a high production yield of 98%.
- In vitro studies demonstrated cell viability and proliferation (1.2-fold increase over 7 days) with significant alkaline phosphatase (ALP) activity (1.5-fold increase), indicating osteogenic potential.
Conclusions:
- The Taguchi method effectively optimized HAp microsphere fabrication via DOD inkjet printing, yielding high production rates and desired characteristics.
- The optimized HAp microspheres exhibit excellent biocompatibility, cell proliferation, and osteogenic potential, making them suitable for bone tissue engineering applications.
- This study validates the Taguchi method as a powerful tool for optimizing additive manufacturing processes in biomaterial scaffold development.

