Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems

Active Magnetic Bearings (AMB) systems are well-suited for high-speed applications and demonstrate compatibility with clean environments, such as renewable energy sectors, and challenging conditions like extreme pressures, temperatures, and harsh environments. This paper provides an in-depth assessm...

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Main Authors: Debarghya Dutta, Pabitra Kumar Biswas, Suraj Gupta, Sukanta Debnath, Ameni Boumaiza, Furkan Ahmad
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11034977/
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author Debarghya Dutta
Pabitra Kumar Biswas
Suraj Gupta
Sukanta Debnath
Ameni Boumaiza
Furkan Ahmad
author_facet Debarghya Dutta
Pabitra Kumar Biswas
Suraj Gupta
Sukanta Debnath
Ameni Boumaiza
Furkan Ahmad
author_sort Debarghya Dutta
collection DOAJ
description Active Magnetic Bearings (AMB) systems are well-suited for high-speed applications and demonstrate compatibility with clean environments, such as renewable energy sectors, and challenging conditions like extreme pressures, temperatures, and harsh environments. This paper provides an in-depth assessment of the control of AMB, which are electromagnetic bearings powered by power electronic components. It highlights the advantages and disadvantages of various control techniques for AMB. However, controlling AMB presents difficulties due to their nonlinear and inherently unstable nature. The work focuses on emphasizing advanced control strategies using Fourier and empirical data-driven engineering approaches, which have significantly expanded the potential applications of AMB across various industries. The article also highlights potential directions in research, emphasizes numerical modeling for AMB using Maxwell’s principle, and presents sophisticated control schemes to comprehend dynamic circumstances.
format Article
id doaj-art-2189bbd543e544e299cc46bc2e716a71
institution DOAJ
issn 2169-3536
language English
publishDate 2025-01-01
publisher IEEE
record_format Article
series IEEE Access
spelling doaj-art-2189bbd543e544e299cc46bc2e716a712025-08-20T03:21:40ZengIEEEIEEE Access2169-35362025-01-011310361310362610.1109/ACCESS.2025.357967611034977Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing SystemsDebarghya Dutta0https://orcid.org/0009-0009-2484-3305Pabitra Kumar Biswas1https://orcid.org/0000-0002-6733-780XSuraj Gupta2Sukanta Debnath3https://orcid.org/0000-0003-4472-5938Ameni Boumaiza4https://orcid.org/0000-0002-8147-0076Furkan Ahmad5https://orcid.org/0000-0002-1176-1759Department of Electrical Engineering, National Institute of Technology Mizoram, Aizawl, IndiaDepartment of Electrical Engineering, National Institute of Technology Mizoram, Aizawl, IndiaDepartment of Electrical Engineering, National Institute of Technology Meghalaya, Cherrapunji, Shillong, IndiaDepartment of Artificial Intelligence and Data Science Engineering, Sharad Institute of Technology College of Engineering, Ichalkaranji, IndiaQatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar, Foundation, Doha, QatarQatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Qatar, Foundation, Doha, QatarActive Magnetic Bearings (AMB) systems are well-suited for high-speed applications and demonstrate compatibility with clean environments, such as renewable energy sectors, and challenging conditions like extreme pressures, temperatures, and harsh environments. This paper provides an in-depth assessment of the control of AMB, which are electromagnetic bearings powered by power electronic components. It highlights the advantages and disadvantages of various control techniques for AMB. However, controlling AMB presents difficulties due to their nonlinear and inherently unstable nature. The work focuses on emphasizing advanced control strategies using Fourier and empirical data-driven engineering approaches, which have significantly expanded the potential applications of AMB across various industries. The article also highlights potential directions in research, emphasizes numerical modeling for AMB using Maxwell’s principle, and presents sophisticated control schemes to comprehend dynamic circumstances.https://ieeexplore.ieee.org/document/11034977/Active magnetic bearing (AMB)control technologycyberneticsdynamics and regulationfaultsintegral transforms
spellingShingle Debarghya Dutta
Pabitra Kumar Biswas
Suraj Gupta
Sukanta Debnath
Ameni Boumaiza
Furkan Ahmad
Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
IEEE Access
Active magnetic bearing (AMB)
control technology
cybernetics
dynamics and regulation
faults
integral transforms
title Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
title_full Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
title_fullStr Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
title_full_unstemmed Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
title_short Advanced Analytical and Empirical Control Strategies for Active Magnetic Bearing Systems
title_sort advanced analytical and empirical control strategies for active magnetic bearing systems
topic Active magnetic bearing (AMB)
control technology
cybernetics
dynamics and regulation
faults
integral transforms
url https://ieeexplore.ieee.org/document/11034977/
work_keys_str_mv AT debarghyadutta advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems
AT pabitrakumarbiswas advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems
AT surajgupta advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems
AT sukantadebnath advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems
AT ameniboumaiza advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems
AT furkanahmad advancedanalyticalandempiricalcontrolstrategiesforactivemagneticbearingsystems