Evidence map›Paper›PMID 41010148›Full record

ReviewMaterials (Basel, Switzerland)2025

Advancements in In-Situ Monitoring Technologies for Detecting Process-Induced Defects in the Directed Energy Deposition Process: A Comprehensive Review.

Md Jonaet Ansari, Anthony Roccisano, Elias J G Arcondoulis, Christiane Schulz, Thomas Schläfer, Colin Hall

Abstract readReview
In one paragraph

Review in Materials (Basel, Switzerland), 2025. 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.

  1. 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

6 authors.

Md Jonaet AnsariFuture Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.
Anthony RoccisanoFuture Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.ORCID 0000-0002-6375-5377
Elias J G ArcondoulisSchool of Civil Aerospace and Design Engineering, University of Bristol, Bristol BS8 1TH, UK.ORCID 0000-0002-3791-395X
Christiane SchulzFuture Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.
Thomas SchläferLaserBond Ltd., Cavan, SA 5094, Australia.ORCID 0000-0002-6164-370X
Colin HallFuture Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.ORCID 0000-0002-8908-3062

Funding

Australian Research Council IC180100005
6 · The paper itself

Abstract

Laser-based directed energy deposition for metallic materials (DED-LB/M) is a versatile additive manufacturing (AM) technique that facilitates the deposition of advanced protective coatings, the refurbishment of degraded components, and the fabrication of intricate metallic structures. Despite the technological advancements and potential, the presence of process-induced defects poses significant challenges to the repeatability and stability of the DED-LB/M process, limiting its widespread application, particularly in industries requiring high-quality products. In-situ process monitoring stands out as a key technological intervention, offering the possibility of real-time defect detection to mitigate these challenges. Focusing on the DED-LB/M process, this review provides a comparative analysis of various in-situ monitoring techniques and their effectiveness in identifying process-induced defects. The review categorises different sensing methods based on their sensor data format, utilised data processing techniques, and their ability to detect both surface and internal defects within the fabricated structures. Furthermore, it compares the capabilities of these techniques and offers a critical analysis of their limitations in defect detection. This review concludes by discussing the major challenges that remain in implementing in-situ defect detection in industrial practice and outlines key future directions necessary to overcome them.

Indexed as

defectsdirected energy depositionin-situ monitoring technique

Identifiers

PMID41010148
PMCPMC12472029

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.