Evidence map›Paper›PMID 39796970›Full record

ArticleSensors (Basel, Switzerland)2024

In Situ Raman Spectroscopy for Early Corrosion Detection in Coated AA2024-T3.

Adrienne K Delluva, Ronald L Cook, Matt Peppel, Sami Diaz, Rhia M Martin, Vinh T Nguyen, Jeannine E Elliott, Joshua R Biller

Abstract read
In one paragraph

Article in Sensors (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.

  1. Analysis of Corrosion by Speckle Polarimetry.Sensors (Basel, Switzerland) · 2025
    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

8 authors.

Adrienne K DelluvaTDA Research Inc., Golden, CO 80403, USA.ORCID 0009-0007-0942-7288
Ronald L CookMolecular Design Innovations, LLC, Golden, CO 80403, USA.
Matt PeppelTDA Research Inc., Golden, CO 80403, USA.
Sami DiazTDA Research Inc., Golden, CO 80403, USA.
Rhia M MartinTDA Research Inc., Golden, CO 80403, USA.ORCID 0009-0000-2772-7929
Vinh T NguyenTDA Research Inc., Golden, CO 80403, USA.
Jeannine E ElliottTDA Research Inc., Golden, CO 80403, USA.
Joshua R BillerTDA Research Inc., Golden, CO 80403, USA.ORCID 0000-0002-3690-0313

Funding

United States Department of Defense, U.S. Army Combat Capabilities Development Command Aviation and Missile Center W911W6-20-C-0046
6 · The paper itself

Abstract

Here we describe the synthesis and evaluation of a molecular corrosion sensor that can be applied in situ in aerospace coatings, then used to detect corrosion after the coating has been applied. A pH-sensitive molecule, 4-mercaptopyridin (4-MP), is attached to a gold nanoparticle to allow surface-enhanced Raman-scattering (SERS) for signal amplification. These SERS nanoparticles, when combined with an appropriate micron-sized carrier system, are incorporated directly into an MIL-SPEC coating and used to monitor the process onset and progression of corrosion using pH changes occurring at the metal-coating interface. The sensor can track corrosion spatially as it proceeds underneath the coating, due to the mobility of the proton front generated during corrosion and the homogeneous distribution of the sensor in the coating layer. To our knowledge, this report is the first time a 4-MP functionalized gold nanoparticle has been used, along with SERS spectroscopy, to monitor corrosion in an applied commercial coating in a fast, non-contact way.

Indexed as

acid corrosionaluminumEISmetal coatingspitting corrosionRaman spectroscopy

Identifiers

PMID39796970
PMCPMC11723063

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.