Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study

Finite feedback dynamics cause frequency-dependent errors in harmonic current measurement. This work presents a theoretical and numerical study of complex-polynomial compensation for a closed-loop fluxgate sensor model. A complex frequency response is derived from residual ampere-turn balance under stated small-signal and demodulation assumptions, linking feedback dynamics to ratio error and phase displacement. Measurements of a physical sensor’s uncompensated response over 50 Hz–2 kHz show overall trends similar to model predictions, providing experimental support for the modeled frequency dependence within the tested range. First- and second-order polynomials are fitted to the reciprocal model response over 50 Hz–2 kHz and numerically evaluated at unfitted in-band points and extrapolation points up to 15 kHz. For the nominal model, the quadratic fit gives smaller maximum in-band residuals, whereas the first-order fit gives smaller maximum extrapolation errors. At 15 kHz, the first-order absolute ratio and phase errors are 0.00175% and 0.689 arcmin, compared with 0.0313% and 15.44 arcmin for the quadratic fit. Fixed-coefficient parameter changes can increase residual errors and alter the order ranking, highlighting model-dependent trade-offs between in-band fitting, extrapolation, and parameter mismatch.

Authors

Institutions

Publication Details

Journal
Energies
Published
2026-10-19
DOI
https://doi.org/10.3390/en19204946
Primary Topic
Magnetic Field Sensors Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study

Zhenhua Li, Zelin Huo, Hongda Dou, Qingfeng Li
Energies
Magnetic Field Sensors Techniques
article

Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study

Zhenhua Li, Zelin Huo, Hongda Dou, Qingfeng Li
article en

Abstract

Finite feedback dynamics cause frequency-dependent errors in harmonic current measurement. This work presents a theoretical and numerical study of complex-polynomial compensation for a closed-loop fluxgate sensor model. A complex frequency response is derived from residual ampere-turn balance under stated small-signal and demodulation assumptions, linking feedback dynamics to ratio error and phase displacement. Measurements of a physical sensor’s uncompensated response over 50 Hz–2 kHz show overall trends similar to model predictions, providing experimental support for the modeled frequency dependence within the tested range. First- and second-order polynomials are fitted to the reciprocal model response over 50 Hz–2 kHz and numerically evaluated at unfitted in-band points and extrapolation points up to 15 kHz. For the nominal model, the quadratic fit gives smaller maximum in-band residuals, whereas the first-order fit gives smaller maximum extrapolation errors. At 15 kHz, the first-order absolute ratio and phase errors are 0.00175% and 0.689 arcmin, compared with 0.0313% and 15.44 arcmin for the quadratic fit. Fixed-coefficient parameter changes can increase residual errors and alter the order ranking, highlighting model-dependent trade-offs between in-band fitting, extrapolation, and parameter mismatch.

EnergiesVol. 19(20)
China Three Gorges University (CN)
Openalex Percentile: Top 23%
Magnetic Field Sensors Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Complex-Polynomial Compensation of Wideband Harmonic Measurement Errors: A Closed-Loop Fluxgate Sensor Model Study — Zhenhua Li, Zelin Huo, et al. · Energies (2026) | TGRS Research Map | TGRS