Cascade Observer-Based Disturbance Estimation and Suppression for the Suspended Rotor in Maglev Hydrogen Recirculation Pump

Magnetic bearing hydrogen recirculation pumps enable high-speed, wear-free operation but are sensitive to flow-induced disturbances. This study proposes a cascade-structured disturbance observer (CDOB) that fuses rotor displacement and bearing current signals to achieve robust disturbance estimation under model uncertainties, with low-pass filtering to ensure stability. The proposed method is validated through simulations and repeated experiments at multiple axial positions. Based on raw displacement signals, the CDOB reduces the average peak-to-peak axial displacement by approximately 35% compared with a traditional disturbance observer. Under axial offset conditions of −100 μm and +100 μm, the CDOB consistently achieves average displacement reductions of approximately 23% and 24%, respectively, demonstrating consistent disturbance suppression and robustness across repeated tests. These results indicate that the CDOB provides an effective and practical solution for disturbance suppression in magnetic bearing systems.

Authors

Institutions

Publication Details

Journal
Energies
Published
2026-02-09
DOI
https://doi.org/10.3390/en19040911
Primary Topic
Magnetic Bearings and Levitation Dynamics
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Cascade Observer-Based Disturbance Estimation and Suppression for the Suspended Rotor in Maglev Hydrogen Recirculation Pump

Jianxing Liu, Jinxiang Zhou, Shiqiang Zheng
Energies
Magnetic Bearings and Levitation Dynamics
article

Cascade Observer-Based Disturbance Estimation and Suppression for the Suspended Rotor in Maglev Hydrogen Recirculation Pump

Jianxing Liu, Jinxiang Zhou, Shiqiang Zheng
article en

Abstract

Magnetic bearing hydrogen recirculation pumps enable high-speed, wear-free operation but are sensitive to flow-induced disturbances. This study proposes a cascade-structured disturbance observer (CDOB) that fuses rotor displacement and bearing current signals to achieve robust disturbance estimation under model uncertainties, with low-pass filtering to ensure stability. The proposed method is validated through simulations and repeated experiments at multiple axial positions. Based on raw displacement signals, the CDOB reduces the average peak-to-peak axial displacement by approximately 35% compared with a traditional disturbance observer. Under axial offset conditions of −100 μm and +100 μm, the CDOB consistently achieves average displacement reductions of approximately 23% and 24%, respectively, demonstrating consistent disturbance suppression and robustness across repeated tests. These results indicate that the CDOB provides an effective and practical solution for disturbance suppression in magnetic bearing systems.

EnergiesVol. 19(4)
Beihang University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 62%
Magnetic Bearings and Levitation Dynamics
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.

Cascade Observer-Based Disturbance Estimation and Suppression for the Suspended Rotor in Maglev Hydrogen Recirculation Pump — Jianxing Liu, Jinxiang Zhou, et al. · Energies (2026) | TGRS Research Map | TGRS