Multi-material additive manufacturing of functionally graded carbide ceramics via active, in-line mixing

Pelz, Joshua; Ku, Nicholas; Shoulders, W. Taylor; Meyers, Marc A.; Vargas-Gonzalez, Lionel

doi:10.1016/j.addma.2020.101647

Cited by 22 publications

(10 citation statements)

References 44 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…1,[204][205][206][207][208][209][210] Others utilize custom 3-axis gantry systems (AeroTech) [211][212][213][214][215][216][217][218] or modified fused deposition modeling (FDM) printers with a syringe pump. [219][220][221]…”

Section: Review Of Additive Manufacturing Technologymentioning

confidence: 99%

“…While human-driven design of experiments (DOE) is sufficient for low dimensionality or simple optimization challenges, AI tools will be essential to navigate complex problems autonomously or in concert with scientists. With the advent of mixing nozzles for MEX 221,258 there is an opportunity to bring automated intelligent design to this component. Some efforts have already been employed to use AI classifiers to guide ink development.…”

Section: Artificial Intelligence and Machine Learningmentioning

confidence: 99%

See 1 more Smart Citation

Future directions in ceramic additive manufacturing: Fiber reinforcements and artificial intelligence

Rueschhoff,

Baldwin,

Hardin

et al. 2023

J Am Ceram Soc.

View full text Add to dashboard Cite

Research in the field of ceramic additive manufacturing (AM) has been rapidly accelerating, resulting in hundreds of publications and review articles in recent years. While strides have been made in forming near‐net and complex‐shaped ceramic components, challenges remain that inhibit more widespread implementation. In this perspective, we provide a meta‐analysis of recent review articles and highlight a deficiency in two areas of promising future directions to address remaining challenges. The first is incorporation of fiber reinforcements in printed parts to overcome the challenges of poor mechanical performance of monolithic ceramics. Recent work in the area has shown promise incorporating discrete fiber reinforcements as an easier use case given existing equipment limitations, but continuous fibers are needed to reach full toughness potential. Here, we overview some options and future directions bases on success in polymer composites. Second, artificial intelligence (AI) approaches, including machine learning (ML), are suggested in order to accelerate feedstock development and process optimization. While there has been very limited work to date in utilizing AI/ML techniques for ceramic AM, again inspiration and lessons learned are drawn from the polymer AM community.

show abstract

Section: Review Of Additive Manufacturing Technologymentioning

confidence: 99%

Section: Artificial Intelligence and Machine Learningmentioning

confidence: 99%

Future directions in ceramic additive manufacturing: Fiber reinforcements and artificial intelligence

Rueschhoff,

Baldwin,

Hardin

et al. 2023

J Am Ceram Soc.

View full text Add to dashboard Cite

show abstract

“…A custom DIW system was developed to allow simultaneous extrusion and mixing of multiple inks, comprised of ceramic particulate suspensions, through a single nozzle. Boron carbide (B4C) and silicon carbide (SiC) were chosen for this study due to their excellent mechanical properties [64] . Zhangwei Chen has given a review on various ceramic materials, their properties and applications [67] .…”

Section: Materials Used To Fabricate Multi-materials Parts With Am Technologiesmentioning

confidence: 99%

Review on Additive Manufacturing of Multi-Material Parts: Progress and Challenges

Hasanov¹,

Alkunte²,

Rajeshirke³

et al. 2021

Preprint

View full text Add to dashboard Cite

Additive manufacturing has already been established as a highly versatile manufacturing technique with demonstrated potential to completely transform conventional manufacturing in the future. The objective of this paper is to review the latest progress and challenges associated with the fabrication of multi-material parts using additive manufacturing technologies. Various manufacturing processes and materials used to produce functional components were investigated and summarized. The latest applications of multi-material additive manufacturing (MMAM) in automotive, aerospace, biomedical and dentistry field were demonstrated. Investigation on the current challenges were also carried out to predict the future direction of MMAM processes. It is concluded that the further research and development needed in the design of multi-material interfaces, manufacturing processes and material compatibility of MMAM parts are necessary.

show abstract

“…Direct ink writing (DIW), one of the state-of-art 3D printing technologies, has been widely investigated owing to its compatibility with a broader range of ink materials, which has been used to generate transparent ceramics with controllable doping profile [3,4] for multi-scale structures [5][6][7][8][9]. For direct 3D writing of dense networks, as the inks which are extruded from the nozzle still possess the fluid property to some extent, they could fill the void space between filaments and maintain the shaped profile in a proper range, as shown in Fig.…”

Section: Introductionmentioning

confidence: 99%

A novel experimental approach to quantitatively evaluate the printability of inks in 3D printing using two criteria

Jian-Gao

Chen

et al. 2022

Additive Manufacturing

View full text Add to dashboard Cite

Multi-material additive manufacturing of functionally graded carbide ceramics via active, in-line mixing

Cited by 22 publications

References 44 publications

Future directions in ceramic additive manufacturing: Fiber reinforcements and artificial intelligence

Future directions in ceramic additive manufacturing: Fiber reinforcements and artificial intelligence

Review on Additive Manufacturing of Multi-Material Parts: Progress and Challenges

A novel experimental approach to quantitatively evaluate the printability of inks in 3D printing using two criteria

Contact Info

Product

Resources

About