Composite Suppression Method of Magnetic Interference in Magnetic Shielding Cylinder Based on Adaptive Frequency Estimator

The high-amplitude magnetic field interference in the environment causes serious distortion of the cardiac magnetic signal measured in the central area of the magnetic shielding cylinder. The integration of a linear extended state observer (LESO) and a proportional resonance (PR) controller can effectively suppress high-amplitude magnetic interference at specific frequencies. However, the frequency of high-amplitude magnetic interference in the environment is variable, bringing challenges to conventional PR method. To address this issue, this article proposes a novel approach (LESO-AFE-PR) for suppressing magnetic interference by integrating an adaptive frequency estimator (AFE), PR, and LESO. The LESO-AFE-PR method can improve the capability of the active magnetic compensation (AMC) system to attenuate high-amplitude magnetic interference with random frequency. Experimental results show that the LESO-AFE-PR can adaptively track the frequency of magnetic field interference, effectively suppress interference in the range of 1<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$\sim$</tex-math></inline-formula>40 Hz, and attenuate the amplitude of magnetic field interference from 32.9 to 3.6 pT. Compared to the uncompensated state, a remarkable attenuation of approximately 89<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$\%$</tex-math></inline-formula> in magnetic field interference is achieved.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Industrial Informatics
Published
2025-02-21
DOI
https://doi.org/10.1109/tii.2025.3538134
Citations
7
Primary Topic
Superconducting Materials and Applications
Type
article
Field-Weighted Citation Impact
4.72

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Composite Suppression Method of Magnetic Interference in Magnetic Shielding Cylinder Based on Adaptive Frequency Estimator

Haifeng Zhang, Yun Le, Shiqiang Zheng, Pengtao Tian
7 citations
IEEE Transactions on Industrial Informatics
Superconducting Materials and Applications
4.72
article

Composite Suppression Method of Magnetic Interference in Magnetic Shielding Cylinder Based on Adaptive Frequency Estimator

Haifeng Zhang, Yun Le, Shiqiang Zheng, Pengtao Tian
article en
7 citations

Abstract

The high-amplitude magnetic field interference in the environment causes serious distortion of the cardiac magnetic signal measured in the central area of the magnetic shielding cylinder. The integration of a linear extended state observer (LESO) and a proportional resonance (PR) controller can effectively suppress high-amplitude magnetic interference at specific frequencies. However, the frequency of high-amplitude magnetic interference in the environment is variable, bringing challenges to conventional PR method. To address this issue, this article proposes a novel approach (LESO-AFE-PR) for suppressing magnetic interference by integrating an adaptive frequency estimator (AFE), PR, and LESO. The LESO-AFE-PR method can improve the capability of the active magnetic compensation (AMC) system to attenuate high-amplitude magnetic interference with random frequency. Experimental results show that the LESO-AFE-PR can adaptively track the frequency of magnetic field interference, effectively suppress interference in the range of 1<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$\sim$</tex-math></inline-formula>40 Hz, and attenuate the amplitude of magnetic field interference from 32.9 to 3.6 pT. Compared to the uncompensated state, a remarkable attenuation of approximately 89<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$\%$</tex-math></inline-formula> in magnetic field interference is achieved.

IEEE Transactions on Industrial InformaticsVol. 21(5)
Beihang University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 6%
Superconducting Materials and Applications
4.72
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.