Experimental investigation and optimization of process parameters on tensile strength of carbon coated PLA material

被引:0
作者
Maurya, Nagendra Kumar [1 ]
Maurya, Manish [2 ]
Vishnoi, Mohit [3 ]
Singh, Vikrant [4 ]
Bansal, Anuj [4 ]
Dhull, Sachin [5 ]
Saxena, Ambuj [1 ]
机构
[1] GL Bajaj Inst Technol & Management, Dept Mech Engn, Greater Noida, Uttar Pradesh, India
[2] Accurate Inst Management & Technol, Greater Noida, Uttar Pradesh, India
[3] JSS Acad Tech Educ, Dept Mech Engn, Noida, India
[4] Graph Era, Dept Mech Engn, Dehra Dun 248002, India
[5] Surajmal Inst Technol, Dept Appl Sci, Dept Maharaja, Delhi, India
关键词
additive manufacturing; tensile strength; FDM process; ANOVA analysis; response surface methodology; MECHANICAL-PROPERTIES; DIMENSIONAL ACCURACY; FORM ERROR; FABRICATION; TECHNOLOGY; GRAPHENE; FATIGUE;
D O I
10.1088/1402-4896/ad8f69
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This study explores the effect of key process parameters on the tensile strength of carbon-coated PLA (Polylactic Acid) material using additive manufacturing. The problem addressed is the need to enhance the mechanical properties of PLA, a widely used biodegradable polymer, by optimizing process parameters to improve its tensile strength when coated with carbon. The parameters investigated include infill pattern, printing speed, layer thickness, and orientation. A response surface methodology (RSM) was employed to design the experiments, while Minitab 15 software was used to analyze the data through analysis of variance (ANOVA). The results indicate that the optimal process parameters, linear infill pattern, printing speed of 20 mm s(-1), layer thickness of 150 mu m, and Y-90 orientation, yield an average tensile strength of 56.4 MPa. A regression model was developed to predict tensile strength, with a high degree of accuracy (R-2 = 0.97). Confirmation tests verified the model's predictions, contributing to the development of high-performance PLA-based materials for demanding applications.
引用
收藏
页数:12
相关论文
共 50 条
[31]   Investigation on tensile strength and failure modes of FDM printed part using in-house fabricated PLA filament [J].
Dave, Harshit K. ;
Prajapati, Ashish R. ;
Rajpurohit, Shilpesh R. ;
Patadiya, Naushil H. ;
Raval, Harit K. .
ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES, 2022, 8 (01) :576-597
[32]   Experimental investigation of influence of process parameters on mechanical properties of carbon fibre PLA 3D printed samples [J].
Ali, Mohd Yousuf ;
Rao, G. Krishna Mohana ;
Prasad, B. Anjaneya .
PROGRESS IN ADDITIVE MANUFACTURING, 2025, 10 (04) :2303-2316
[33]   An improved tensile strength and failure mode prediction model of FDM 3D printing PLA material: Theoretical and experimental investigations [J].
Shi, Luo-Ke ;
Li, Peng-Cheng ;
Liu, Chang-Ru ;
Zhu, Jia-Xu ;
Zhang, Tian-Hao ;
Xiong, Gang .
JOURNAL OF BUILDING ENGINEERING, 2024, 90
[34]   Investigation on Tensile Properties of Redwood PLA Using FDM Process [J].
Pradeep, V. P. ;
Karthikeyan, R. ;
Rajkumar, S. ;
Karthikeyan, A. G. ;
Vinothkumar, M. .
JOURNAL OF POLYMER & COMPOSITES, 2025, 13 :S668-S673
[35]   Development, modelling and optimization of process parameters on the tensile strength of aluminum, reinforced with pumice and carbonated coal hybrid composites for brake disc application [J].
Ibrahim, Tanimu Kogi ;
Yawas, Danjuma Saleh ;
Thaddaeus, Julius ;
Danasabe, Bashar ;
Iliyasu, Ibrahim ;
Adebisi, Adetayo Abdulmumin ;
Ahmadu, Talib Onimisi .
SCIENTIFIC REPORTS, 2024, 14 (01)
[36]   Effect of print parameters on the tensile strength and built time of FDM-printed PLA parts [J].
Hasan, Asif ;
Fahad, Muhammad ;
Khan, Maqsood Ahmed .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 132 (5-6) :3047-3065
[37]   Effect of material extrusion process parameters on tensile performance of pristine and discontinuous fibre reinforced PLA composites: A review [J].
Mirza, Faizaan ;
Shenoy, Satish Baloor ;
Nunna, Srinivas ;
Kini, Chandrakant Ramanath ;
Creighton, Claudia .
PROGRESS IN ADDITIVE MANUFACTURING, 2025, 10 (05) :3251-3265
[38]   An Investigation to Study the Effect of Process Parameters on the Strength and Fatigue Behavior of 3D-Printed PLA-Graphene [J].
El Magri, Anouar ;
Vanaei, Saeedeh ;
Shirinbayan, Mohammadali ;
Vaudreuil, Sebastien ;
Tcharkhtchi, Abbas .
POLYMERS, 2021, 13 (19)
[39]   Printing parameter optimization of PLA material concerning geometrical accuracy and tensile properties relative to FDM process productivity [J].
Mihajlo Popović ;
Miloš Pjević ;
Aleksa Milovanović ;
Goran Mladenović ;
Miloš Milošević .
Journal of Mechanical Science and Technology, 2023, 37 :697-706
[40]   Optimization of process parameters of boro-carburized low carbon steel for tensile strength by Taquchi method with grey relational analysis [J].
Mathew, Manoj ;
Rajendrakumar, P. K. .
MATERIALS & DESIGN, 2011, 32 (06) :3637-3644