ArticleHardwareX2025
Tool changing and tool sharing system for interconnected multi-material direct ink write 3D printers.
Article in HardwareX, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Direct ink write (DIW) is a material extrusion additive manufacturing technique where a flowable liquid or semi-solid ink is selectively deposited through a nozzle onto a build surface. DIW can be leveraged to print a wide range of multi-material components with unique geometries, which would otherwise be challenging to produce with traditional manufacturing techniques. However, despite their unique capabilities, DIW extruders are costly to purchase and labor intensive to clean, limiting widespread adoption. To address these challenges, an automatic tool changer with tool sharing system was developed to reduce printer capital costs, minimize operator interactions, and increase extruder utilization. Unlike conventional tool changers popular with fused filament fabrication (FFF) printers, which allows a single printer to swap between multiple tools, this novel tool sharing system enables tool sharing and coordination between two adjacent printers. By effectively halving the total number of extruders and associated cleaning operations, DIW capabilities are greatly improved, increasing production, lowering system cost, and minimizing operator involvement. The hardware consists of a tool changing mechanism, post processor to insert tool exchange G-code, and software to coordinate tool sharing between printers, enabling tool changing and tool sharing between two adjacent printers.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.