Evidence map›Paper›PMID 42076673›Full record

ArticleSensors (Basel, Switzerland)2026

Design and Optimisation of Linear Variable Differential Transformers and Voice Coil Actuators Using Finite Element Analysis: A Methodical Approach to Enhance Sensor Response and Actuation Force.

Kumar Akhil Kukkadapu, Hans Van Haevermaet, Wim Beaumont, Nick van Remortel

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kumar Akhil KukkadapuDepartment of Physics, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerpen, Belgium.ORCID 0000-0003-1125-0438
Hans Van HaevermaetDepartment of Physics, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerpen, Belgium.ORCID 0000-0003-2386-957X
Wim BeaumontDepartment of Physics, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerpen, Belgium.ORCID 0000-0001-8439-5449
Nick van RemortelDepartment of Physics, University of Antwerp, Groenenborgerlaan 171, 2020 Antwerpen, Belgium.ORCID 0000-0003-4180-8199

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study introduces a systematic and optimised methodology for designing Linear Variable Differential Transformer (LVDT) sensors and Voice Coil (VC) actuators, tailored for high-precision applications such as gravitational wave detectors and particle accelerators. Unlike prior studies, which focus primarily on industrial-grade LVDT design frameworks or isolated parameter studies, this work addresses the specific challenges of achieving both enhanced sensor response and actuation force within strict geometric and thermal constraints. Using a custom-developed simulation pipeline based on Finite Element Method Magnetics (FEMM), we evaluate the influence of key design parameters such as coil dimensions, radial gaps, and coil wire diameter on performance metrics such as response and linearity. The novelty of this work lies in its systematic exploration of design trade-offs, such as maximising performance while minimising heat dissipation, and its applicability to high-precision environments. In this work, particular emphasis is placed on the combination of the LVDT and VC functionalities in one unified sensor-and-actuator system designed for gravitational wave detectors. In addition, the methodology and simulation results are validated with experimental measurements of an optimised design, demonstrating a 2.8-fold increase in LVDT response and a 2.5-fold increase in VC actuation force compared to the initial configuration while preserving LVDT linearity and VC force stability. This work represents a significant advance over existing methodologies by offering a structured, scalable design process.

Indexed as

Einstein TelescopeETpathfinderfinite element analysis (FEMM)gravitational wave detectorshigh-precision instrumentationLinear Variable Differential Transformer (LVDT)seismic isolation systemssensor–actuator integrationVoice Coil (VC) actuator

Identifiers

PMID42076673
PMCPMC13120220

What Socratic holds

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LicenceCC BY
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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 Socratic graph.