Minimizing Warpage for Macro-Size Fused Deposition Modeling Parts
Source abstract
Abstract
In this study, we investigated warpage and corner lifting minimization for three-dimensional printed parts generated by macro-size fused deposition modeling (FDM). First, the reasons for warpage were theoretically elucidated. This approach revealed that the thermal deformation and differential volumetric shrinkage of the extruded molten plastic resulted in warpage of FDM parts. In addition, low adhesion between the deposited model and the heated or non-heated printing bed may intensify warpage further. As a next step, initial small-size and medium-size models were used to identify parameters to manage and minimize warpage in a way that would reduce material consumption and running time. Finally, a macro-size model was built to experimentally investigate and verify the technical solutions to minimize the warpage of FDM parts. In conclusion, an improved part with reduced warpage was efficiently produced after detailed consideration of thermal effects and adhesion force. Potential exists to widen the application scope of FDM technology in manufacturing for processes like thermoforming that involve mold core fabrication with heating. This technology, which has applications not only in mechanical engineering but also in related engineering fields, is convenient and could readily be applied to practical manufacturing industries.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Additive Manufacturing and 3D Printing Technologies · Manufacturing Process and Optimization · Additive Manufacturing Materials and Processes
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (39)
Show source-provided references
1. Minimization of corner lifting phenomena in fused deposition modeling
2. Investigation into the influence of material and process on part distortion10.1108/13552549510094232 ↗
3. A model research for prototype warp deformation in the FDM process10.1007/s00170-006-0556-9 ↗
4. A parametric study of part distortions in fused deposition modelling using three-dimensional finite element analysis10.1243/09544054JEM990 ↗
5. Improving dimensional accuracy of fused deposition modelling processed part using grey Taguchi method10.1016/j.matdes.2009.04.030 ↗
6. Optimization of fused deposition modelling (FDM) process parameters using bacterial foraging technique10.4236/iim.2009.12014 ↗
7. Saqib · Enabling Manufacturing Competitiveness and Economic Sustainability · 2012 · 29310.1007/978-3-642-23860-4_48 ↗
8. A review of melt extrusion additive manufacturing processes: Process design and modeling10.1108/RPJ-01-2013-0012 ↗
9. Evaluation of pencil lead based electrodes for electrocardiogram monitoring in hot spring10.32604/cmc.2020.013761 ↗
10. An unsteady oscillatory flow of generalized casson fluid with heat and mass transfer: A comparative fractional model10.32604/cmc.2020.012457 ↗
11. U. Khan · Computers, Materials & Continua · 2021 · 66 · 156310.32604/cmc.2020.013590 ↗
12. Optimal design of a dragonfly-inspired compliant joint for camera positioning system of nanoindentation tester based on a hybrid integration of Jaya-ANFIS
13. An efficient hybrid approach of finite element method, artificial neural network-based multiobjective genetic algorithm for computational optimization of a linear compliant mechanism of nanoindentation tester
14. Optimizing compliant gripper mechanism design by employing an effective bi-algorithm: Fuzzy logic and ANFIS
15. Optimum design of the volute tongue shape of a low specific speed centrifugal pump
16. An improved mathematical model applying practicable algorithms10.35877/454RI.asci1245 ↗
17. Fused and modified evolutionary optimization of multiple intelligent systems using ANN, SVM approaches10.32604/cmc.2020.013329 ↗
18. How can lean manufacturing lead the manufacturing sector during health pandemics such as Covid 19: A multi response optimization framework10.32604/cmc.2020.013733 ↗
19. Hybrid metamodel—NSGA-III—EDAS based optimal design of thin film coatings10.32604/cmc.2020.013946 ↗
20. Process parameter optimization for fused deposition modeling using response surface methodology combined with fuzzy inference system10.1007/s00170-014-5796-5 ↗
21. A review of melt extrusion additive manufacturing processes: Materials, dimensional accuracy, and surface roughness10.1108/RPJ-02-2013-0017 ↗
22. Characterization of the mesostructured of-deposition acrylonitrile-butadiene-styrene materials
23. Warpage of FDM parts: Experimental tests and analytic model10.1016/j.rcim.2017.09.007 ↗
24. Chua · Rapid Prototyping: Principles and Applications · 200310.1142/5064 ↗
25. A review of melt extrusion additive manufacturing processes: II. Materials, dimensional accuracy, and surface roughness10.1108/RPJ-02-2013-0017 ↗
26. Design of fused-deposition ABS components for stiffness and strength
27. Gibson · Introduction and Basic Principles, Additive Manufacturing Technologies: 3D Printing, Rapid Prototyping, and Direct Digital Manufacturing · 2015 · 2015 · 1
28. Optimization of fused deposition modeling process parameters: A review of current research and future prospects10.1007/s40436-014-0097-7 ↗
29. Review of factors that affect shrinkage of molded part in injection molding10.1080/10426914.2014.880467 ↗
30. Surface morphology and roughness of fused deposition modelled parts during a novel post-processing technique
31. Development and characterization of a thermoforming apparatus using axiomatic design theory and Taguchi method
32. Cost comparison analysis of slab structure using concrete beam and steel beam10.35877/454RI.asci2262 ↗
33. Comparative analysis study of ATC-40 and SNI 1726-2012 guidelines for beam structure performance and column trans studio apartments applications using dynamic response spectrum analysis methods10.35877/454RI.asci1169 ↗
34. Analysis and dynamic behavior of portal structure due rotating machines loads10.35877/454RI.asci1240 ↗
35. Design and development of instant linear gel for coal bed methane gas operations10.35877/454RI.asci167 ↗
36. Investigation on the effect of cold drawing process on mechanical properties and structure of seamless steel (Ck60) tube10.35877/454RI.asci1193 ↗
37. Industry 4.0: Architecture and equipment revolution10.32604/cmc.2020.012587 ↗
38. Post-processing of FDM parts to improve surface and thermal properties10.1108/RPJ-12-2016-0207 ↗
39. Investigation of processing parameters in micro-thermoforming of micro-structured polystyrene film10.1007/s12206-019-1109-0 ↗