Evidence map›Paper›PMID 32731599›Full record

ArticleSensors (Basel, Switzerland)2020

A Variable Data Fusion Approach for Electromechanical Impedance-Based Damage Detection.

Shishir Kumar Singh, Rohan Soman, Tomasz Wandowski, Pawel Malinowski

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Shishir Kumar SinghInstitute of Fluid Flow Machinery, Polish Academy of Sciences, 80-231 Gdansk, Poland.ORCID 0000-0001-6094-8942
Rohan SomanInstitute of Fluid Flow Machinery, Polish Academy of Sciences, 80-231 Gdansk, Poland.ORCID 0000-0002-5499-2565
Tomasz WandowskiInstitute of Fluid Flow Machinery, Polish Academy of Sciences, 80-231 Gdansk, Poland.ORCID 0000-0003-1414-2969
Pawel MalinowskiInstitute of Fluid Flow Machinery, Polish Academy of Sciences, 80-231 Gdansk, Poland.ORCID 0000-0003-0478-2081

Funding

Narodowe Centrum Nauki 2016/22/E/ST8/00068
6 · The paper itself

Abstract

There is continuing research in the area of structural health monitoring (SHM) as it may allow a reduction in maintenance costs as well as lifetime extension. The search for a low-cost health monitoring system that is able to detect small levels of damage is still on-going. The present study is one more step in this direction. This paper describes a data fusion technique by combining the information for robust damage detection using the electromechanical impedance (EMI) method. The EMI method is commonly used for damage detection due to its sensitivity to low levels of damage. In this paper, the information of resistance (R) and conductance (G) is studied in a selected frequency band and a novel data fusion approach is proposed. A novel fused parameter (F) is developed by combining the information from G and R. The difference in the new metric under different damage conditions is then quantified using established indices such as the root mean square deviation (RMSD) index, mean absolute percentage deviation (MAPD), and root mean square deviation using

Indexed as

damage detectiondamage severitydata fusionelectromechanical impedance

Identifiers

PMID32731599
PMCPMC7435824

What OpenQuestion holds

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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.