Enhancing Quality Control: Image-Based Quantification of Carbides and Defect Remediation in Binder Jetting Additive Manufacturing.

Amit Choudhari, James Elder, Manoj Mugale, Sanoj Karki, Satyavan Digole, Stephen Omeike, Tushar Borkar

Abstract read

In one paragraph

Article in Materials (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it

0cells of the map it votes in

1citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

Spark Plasma Sintering of Pure Titanium: Microstructure and Mechanical Characteristics.Materials (Basel, Switzerland) · 2024
Article

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Amit ChoudhariDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.ORCID 0000-0001-7729-8309

James ElderDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.ORCID 0009-0009-2849-4536

Manoj MugaleDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.ORCID 0009-0009-2332-1126

Sanoj KarkiDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.ORCID 0000-0002-4611-4586

Satyavan DigoleDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.

Stephen OmeikeDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.

Tushar BorkarDepartment of Mechanical Engineering, Washkewicz College of Engineering Cleveland State University, Cleveland, OH 44115, USA.

Funding

Cleveland State University USRA

6 · The paper itself

Abstract

While binder jetting (BJ) additive manufacturing (AM) holds considerable promise for industrial applications, defects often compromise part quality. This study addresses these challenges by investigating binding mechanisms and analyzing common defects, proposing tailored solutions to mitigate them. Emphasizing defect identification for effective quality control in BJ-AM, this research offers strategies for in-process rectification and post-process evaluation to elevate part quality. It shows how to successfully process metallic parts with complex geometries while maintaining consistent material properties. Furthermore, the paper explores the microstructure of AISI M2 tool steel, utilizing advanced image processing techniques like digital image analysis and SEM images to evaluate carbide distribution. The results show that M2 tool steel has a high proportion of M

Indexed as

binder jettingbinding mechanismscarbide quantificationdefect analysisdefects in additive manufacturingquality controlremediessteel

Identifiers

PMID38793241

DOI10.3390/ma17102174

PMCPMC11123299

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

None linked

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.