Evidence map›Paper›PMID 39310816›Full record

ArticleSensors and actuators. A, Physical2022

Physics-Based Circuit Modeling of the Impedance Characteristics of a Smart Hydrogel-Actuated Bending Sensor.

Benozir Ahmed, Christopher F Reiche, Florian Solzbacher, Jules Magda, Julia Körner

Abstract read
In one paragraph

Article in Sensors and actuators. A, Physical, 2022. 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

5 authors.

Benozir AhmedDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA.
Christopher F ReicheDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA.
Florian SolzbacherDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA.
Jules MagdaDepartment of Chemical Engineering, University of Utah, Salt Lake City, UT 84112, USA.
Julia KörnerDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112, USA.

Funding

Continuous real-time fentanyl sensor platform based on smart hydrogels for application in anesthesiaR41GM130241 · NIGMS · SENTIOMED, INC. · PI KUCK, KAI · 2019 to 2019
$223k
NIGMS NIH HHS R41 GM130241
6 · The paper itself

Abstract

Smart hydrogels are stimuli-responsive polymers which exhibit a volume-phase transition in response to external influences. This makes them promising candidates for sensing elements, especially in a biomedical context due to their easily achievable biocompatibility. The main challenge in harnessing the smart polymer's potential for sensor applications lies in a reliable transduction of the swelling change into an electrical signal. A novel platform approach is based on a bending sensor where the smart hydrogel acts as an actuator on a thin film with embedded metal traces. Mechanical deformation due to the hydrogel volume change alters the traces' electric impedance. However, besides deformation, the medium surrounding the sensor structure will also affect the impedance. For sensor design it is therefore crucial to understand the complex interdependencies between electric sensor properties, influences of the surrounding medium and mechanical deformation. Here, an electric circuit model is presented which considers all these contributions through a minimum number of lumped elements and is strictly based on physical considerations. By employing measured impedance spectra from an experimental sensor implementation subjected to different surrounding media and mechanical deformation, the validity of the simplified model is demonstrated. A detailed analysis and discussion give insights into the determination of the different model parameters and how external influences can clearly be attributed to specific circuit elements. This work provides a general approach for deducing minimalistic but strictly physics-based circuit models which can still adequately replicate the actual behavior of such types of impedance-based bending sensors.

Indexed as

Bending sensorcircuit modelimpedance spectrumsmart hydrogel

Identifiers

PMID39310816
PMCPMC11415276

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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.