Stabilization of Active Magnetic Bearing Systems in the Case of Defective Sensors
Many control methods for stabilizing magnetically levitated rotors are proposed in literature. However, most of these systems have in common that the degrees of freedom of the rigid rotor can directly be calculated from the sensor values. This assumption is fulfilled for most active magnetic bearing...
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Veröffentlicht in: | IEEE/ASME transactions on mechatronics 2022-10, Vol.27 (5), p.3672-3682 |
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description | Many control methods for stabilizing magnetically levitated rotors are proposed in literature. However, most of these systems have in common that the degrees of freedom of the rigid rotor can directly be calculated from the sensor values. This assumption is fulfilled for most active magnetic bearing (AMB) systems if all sensors are working. This article deals with the question if it is possible to stabilize an AMB system if one or more sensors are defective. In this case, a direct calculation of the degrees of freedom from the sensor values is not possible. This article proofs that the defective system is observable for a wide operating range. However, for some parameter constellations the system becomes not observable for specific rotor speeds. The possibility of an observability loss is only present for isotropic magnetic bearings. If anisotropic bearings are modeled the loss of observability is not present anymore. It can be shown that the magnetic bearing system, which is used for the experimental verification, is observable in the predefined operating range without the requirement of an anisotropy. In this article, the cases with one and with two defective radial sensors are investigated. At standstill the x - z plane and the y - z plane are decoupled. Hence, both cases have equal behavior in the plane with the defective sensor. However, for the rotating system both planes are coupled and the properties of both systems are different. To stabilize the levitating system, a controller is developed using the H_{\infty } method. To limit the computational effort of the digital signal processor the control structure is predefined as eighth-order state space system. Finally, the stabilization of the system with two defective sensors is experimentally validated on a turbomolecular pump with a magnetically levitated rotor. |
doi_str_mv | 10.1109/TMECH.2021.3131224 |
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However, most of these systems have in common that the degrees of freedom of the rigid rotor can directly be calculated from the sensor values. This assumption is fulfilled for most active magnetic bearing (AMB) systems if all sensors are working. This article deals with the question if it is possible to stabilize an AMB system if one or more sensors are defective. In this case, a direct calculation of the degrees of freedom from the sensor values is not possible. This article proofs that the defective system is observable for a wide operating range. However, for some parameter constellations the system becomes not observable for specific rotor speeds. The possibility of an observability loss is only present for isotropic magnetic bearings. If anisotropic bearings are modeled the loss of observability is not present anymore. It can be shown that the magnetic bearing system, which is used for the experimental verification, is observable in the predefined operating range without the requirement of an anisotropy. In this article, the cases with one and with two defective radial sensors are investigated. At standstill the x - z plane and the y - z plane are decoupled. Hence, both cases have equal behavior in the plane with the defective sensor. However, for the rotating system both planes are coupled and the properties of both systems are different. To stabilize the levitating system, a controller is developed using the <inline-formula><tex-math notation="LaTeX">H_{\infty }</tex-math></inline-formula> method. To limit the computational effort of the digital signal processor the control structure is predefined as eighth-order state space system. Finally, the stabilization of the system with two defective sensors is experimentally validated on a turbomolecular pump with a magnetically levitated rotor.</description><identifier>ISSN: 1083-4435</identifier><identifier>EISSN: 1941-014X</identifier><identifier>DOI: 10.1109/TMECH.2021.3131224</identifier><identifier>CODEN: IATEFW</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Active magnetic bearing (AMB) ; Anisotropy ; Control methods ; Degrees of freedom ; Digital signal processors ; Magnetic bearings ; Magnetic levitation ; Magnetic sensors ; Mechanical sensors ; Microprocessors ; Observability ; Rigid rotors ; Rotors ; sensor failure ; Sensor systems ; Sensors ; Signal processing ; Stabilization ; turbomolecular pump (TMP)</subject><ispartof>IEEE/ASME transactions on mechatronics, 2022-10, Vol.27 (5), p.3672-3682</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-2161681ef145d6990048a6f195d3cfcc3263f7bc248ab61f40f281a22cbfc6cb3</citedby><cites>FETCH-LOGICAL-c295t-2161681ef145d6990048a6f195d3cfcc3263f7bc248ab61f40f281a22cbfc6cb3</cites><orcidid>0000-0003-0892-0656 ; 0000-0002-5083-7445</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9655713$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27903,27904,54737</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9655713$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Hutterer, Markus</creatorcontrib><creatorcontrib>Schroedl, Manfred</creatorcontrib><title>Stabilization of Active Magnetic Bearing Systems in the Case of Defective Sensors</title><title>IEEE/ASME transactions on mechatronics</title><addtitle>TMECH</addtitle><description>Many control methods for stabilizing magnetically levitated rotors are proposed in literature. However, most of these systems have in common that the degrees of freedom of the rigid rotor can directly be calculated from the sensor values. This assumption is fulfilled for most active magnetic bearing (AMB) systems if all sensors are working. This article deals with the question if it is possible to stabilize an AMB system if one or more sensors are defective. In this case, a direct calculation of the degrees of freedom from the sensor values is not possible. This article proofs that the defective system is observable for a wide operating range. However, for some parameter constellations the system becomes not observable for specific rotor speeds. The possibility of an observability loss is only present for isotropic magnetic bearings. If anisotropic bearings are modeled the loss of observability is not present anymore. It can be shown that the magnetic bearing system, which is used for the experimental verification, is observable in the predefined operating range without the requirement of an anisotropy. In this article, the cases with one and with two defective radial sensors are investigated. At standstill the x - z plane and the y - z plane are decoupled. Hence, both cases have equal behavior in the plane with the defective sensor. However, for the rotating system both planes are coupled and the properties of both systems are different. To stabilize the levitating system, a controller is developed using the <inline-formula><tex-math notation="LaTeX">H_{\infty }</tex-math></inline-formula> method. To limit the computational effort of the digital signal processor the control structure is predefined as eighth-order state space system. Finally, the stabilization of the system with two defective sensors is experimentally validated on a turbomolecular pump with a magnetically levitated rotor.</description><subject>Active magnetic bearing (AMB)</subject><subject>Anisotropy</subject><subject>Control methods</subject><subject>Degrees of freedom</subject><subject>Digital signal processors</subject><subject>Magnetic bearings</subject><subject>Magnetic levitation</subject><subject>Magnetic sensors</subject><subject>Mechanical sensors</subject><subject>Microprocessors</subject><subject>Observability</subject><subject>Rigid rotors</subject><subject>Rotors</subject><subject>sensor failure</subject><subject>Sensor systems</subject><subject>Sensors</subject><subject>Signal processing</subject><subject>Stabilization</subject><subject>turbomolecular pump (TMP)</subject><issn>1083-4435</issn><issn>1941-014X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kF1PwjAUhhujiYj-Ab1p4vWwp93KdomIYgIxBky8a7pyiiWwaVtM8Ne7OeJVT5r3OR8PIdfABgCsuFvOJ-PpgDMOAwECOE9PSA-KFBIG6ftpU7NcJGkqsnNyEcKGMZYCgx55XURduq370dHVFa0tHZnovpHO9brC6Ay9R-1dtaaLQ4i4C9RVNH4gHeuAbfwBLXbEAqtQ-3BJzqzeBrw6vn3y9jhZjqfJ7OXpeTyaJYYXWUw4SJA5oIU0W8miaBbKtbRQZCthrDGCS2GHpeHNdynBpszyHDTnprRGmlL0yW3X99PXX3sMUW3qva-akYoPuWy1NDf3Ce9SxtcheLTq07ud9gcFTLUZ9adOterUUV0D3XSQQ8R_oJBZNgQhfgGsu2mc</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Hutterer, Markus</creator><creator>Schroedl, Manfred</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-0892-0656</orcidid><orcidid>https://orcid.org/0000-0002-5083-7445</orcidid></search><sort><creationdate>20221001</creationdate><title>Stabilization of Active Magnetic Bearing Systems in the Case of Defective Sensors</title><author>Hutterer, Markus ; Schroedl, Manfred</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-2161681ef145d6990048a6f195d3cfcc3263f7bc248ab61f40f281a22cbfc6cb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Active magnetic bearing (AMB)</topic><topic>Anisotropy</topic><topic>Control methods</topic><topic>Degrees of freedom</topic><topic>Digital signal processors</topic><topic>Magnetic bearings</topic><topic>Magnetic levitation</topic><topic>Magnetic sensors</topic><topic>Mechanical sensors</topic><topic>Microprocessors</topic><topic>Observability</topic><topic>Rigid rotors</topic><topic>Rotors</topic><topic>sensor failure</topic><topic>Sensor systems</topic><topic>Sensors</topic><topic>Signal processing</topic><topic>Stabilization</topic><topic>turbomolecular pump (TMP)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hutterer, Markus</creatorcontrib><creatorcontrib>Schroedl, Manfred</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE/ASME transactions on mechatronics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hutterer, Markus</au><au>Schroedl, Manfred</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Stabilization of Active Magnetic Bearing Systems in the Case of Defective Sensors</atitle><jtitle>IEEE/ASME transactions on mechatronics</jtitle><stitle>TMECH</stitle><date>2022-10-01</date><risdate>2022</risdate><volume>27</volume><issue>5</issue><spage>3672</spage><epage>3682</epage><pages>3672-3682</pages><issn>1083-4435</issn><eissn>1941-014X</eissn><coden>IATEFW</coden><abstract>Many control methods for stabilizing magnetically levitated rotors are proposed in literature. However, most of these systems have in common that the degrees of freedom of the rigid rotor can directly be calculated from the sensor values. This assumption is fulfilled for most active magnetic bearing (AMB) systems if all sensors are working. This article deals with the question if it is possible to stabilize an AMB system if one or more sensors are defective. In this case, a direct calculation of the degrees of freedom from the sensor values is not possible. This article proofs that the defective system is observable for a wide operating range. However, for some parameter constellations the system becomes not observable for specific rotor speeds. The possibility of an observability loss is only present for isotropic magnetic bearings. If anisotropic bearings are modeled the loss of observability is not present anymore. It can be shown that the magnetic bearing system, which is used for the experimental verification, is observable in the predefined operating range without the requirement of an anisotropy. In this article, the cases with one and with two defective radial sensors are investigated. At standstill the x - z plane and the y - z plane are decoupled. Hence, both cases have equal behavior in the plane with the defective sensor. However, for the rotating system both planes are coupled and the properties of both systems are different. To stabilize the levitating system, a controller is developed using the <inline-formula><tex-math notation="LaTeX">H_{\infty }</tex-math></inline-formula> method. To limit the computational effort of the digital signal processor the control structure is predefined as eighth-order state space system. Finally, the stabilization of the system with two defective sensors is experimentally validated on a turbomolecular pump with a magnetically levitated rotor.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TMECH.2021.3131224</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-0892-0656</orcidid><orcidid>https://orcid.org/0000-0002-5083-7445</orcidid></addata></record> |
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subjects | Active magnetic bearing (AMB) Anisotropy Control methods Degrees of freedom Digital signal processors Magnetic bearings Magnetic levitation Magnetic sensors Mechanical sensors Microprocessors Observability Rigid rotors Rotors sensor failure Sensor systems Sensors Signal processing Stabilization turbomolecular pump (TMP) |
title | Stabilization of Active Magnetic Bearing Systems in the Case of Defective Sensors |
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