1404/02/19
رزگار حسن زاده (Rezgar Hasanzadeh)

رزگار حسن زاده (Rezgar Hasanzadeh)

مرتبه علمی: استادیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس:
دانشکده: دانشکده مهندسی
نشانی: دانشگاه صنعتی کرمانشاه
تلفن:

مشخصات پژوهش

عنوان
Signal-to-Noise Ratio Analysis for Evaluating and Optimizing the Impact Strength of Polyamide/Carbon Fiber Polymeric Composites in 3D Printing Process
نوع پژوهش
مقاله چاپ‌شده در مجله
کلیدواژه‌ها
3D printing, polymeric composite, carbon fiber, optimization, Taguchi
سال 1403
مجله علوم و تکنولوژی پلیمر
شناسه DOI
پژوهشگران رزگار حسن زاده (Rezgar Hasanzadeh)

چکیده

Precise control of 3D printing process parameters helps improve the final quality of parts and reduce the likelihood of production defects. Therefore, using the signal-to-noise analysis of Taguchi method can be employed for controlling and optimizing the process conditions of 3D printing of polyamide/carbon fiber polymer composites to improve impact strength. In this study, polymeric composite samples of polyamide/carbon fiber were fabricated using the fused filament fabrication (FFF) 3D printing process. Three processing parameters-printing temperature, printing speed, and layer height-were considered as the main variables, and their effects on the impact strength of the samples were investigated and optimized using the Taguchi method's signal-to-noise ratio analysis. The results indicated that higher printing temperatures improved the adhesion between layers and increased the impact strength. By increasing the printing temperature from 220 ℃ to 240 ℃, the impact strength increased from 52.91 kJ/m2 to 107.19 kJ/m2, representing a 103% improvement in impact strength. By increasing the printing speed from 20 mm/s to 30 mm/s, the impact strength increased from 68.15 kJ/m2 to 88.56 kJ/m2, representing a 30% improvement. Finally, increasing the layer height up to a certain value led to a decrease in impact strength, followed by a subsequent increase. A layer height of 0.1 mm resulted in the highest impact strength of 94.92 kJ/m2. By analyzing the results and using the Taguchi method, the optimal conditions for achieving maximum impact strength were identified as a printing temperature of 240 ℃, a printing speed of 30 mm/s, and a layer height of 0.1 mm. Under these optimal conditions, the impact strength of the polyamide/carbon fiber polymer composite samples was 108.15 kJ/m2. This study provides effective optimization strategies to enhance 3D printing processes and develop advanced composite materials for industrial applications.