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Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform
In magnetic flux leakage testing, the lift-off effect shows that testing signal voltages vary with lift-off values. This has many adverse effects on detection and evaluation. This paper proposes a novel method for linearization of the lift-off effect in the spatial domain. The spatial analytical exp...
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Published in: | Measurement science & technology 2021-06, Vol.32 (6), p.65012 |
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container_title | Measurement science & technology |
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creator | Wang, Jie Li, Erlong Wu, Jianbo Xu, Xianyou |
description | In magnetic flux leakage testing, the lift-off effect shows that testing signal voltages vary with lift-off values. This has many adverse effects on detection and evaluation. This paper proposes a novel method for linearization of the lift-off effect in the spatial domain. The spatial analytical expression is obtained through magnetic dipole theory and the Fourier transform method. An analytical method to linearizethe lift-off effect is proposed. Further, the finite-element method and discrete Fourier transform method are applied to linearize the lift-off effect. Experimental studies are also conducted to verify the analytical results. The linear fitting function of the lift-off effect takes the form of
Y
=
AX
+
B
. When the spatial frequency
ω
is 35 mm
−1
, the linear fitting results of the simulation and experiment are
Y
= −0.23596
X
−2.0268 and
Y
= −0.23511
X
+ 4.8152. The goodness of fit
R
2
is 0.9997 and 0.9975. The results show that the lift-off effect can be linearized in the spatial domain. The coefficient
A
is slightly affected by the defect size. The coefficient
B
is strongly related to the defect size. We consider these results to be quite significant. |
doi_str_mv | 10.1088/1361-6501/abe89e |
format | article |
fullrecord | <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_1088_1361_6501_abe89e</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_1088_1361_6501_abe89e</sourcerecordid><originalsourceid>FETCH-LOGICAL-c243t-33fa81f1a8849b1ae9ec710d67a3a110de18644dead12639a92178ad707a64fc3</originalsourceid><addsrcrecordid>eNo9kMFOwzAQRC0EEqVw5-gfCN2N09g-oooCUiUucOAUbZPdYkgTZLsS8PW0KuI0o9HMHJ5S1wg3CM7N0NRY1HPAGa3ZeT5Rk__oVE3Az20BpTHn6iKldwCw4P1Eva7CwBTDD-UwDnoUnd9Y90FyMYpoFuE2axmj3tJm4BxaLf3uS_dMH7RhvabEnd4vl-MuBo46RxrSvr-9VGdCfeKrP52ql-Xd8-KhWD3dPy5uV0VbViYXxgg5FCTnKr9GYs-tRehqS4ZwbxhdXVUdU4dlbTz5Eq2jzoKlupLWTBUcf9s4phRZms8YthS_G4TmgKY5cGgOHJojGvML_BpYnw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform</title><source>Institute of Physics:Jisc Collections:IOP Publishing Read and Publish 2024-2025 (Reading List)</source><creator>Wang, Jie ; Li, Erlong ; Wu, Jianbo ; Xu, Xianyou</creator><creatorcontrib>Wang, Jie ; Li, Erlong ; Wu, Jianbo ; Xu, Xianyou</creatorcontrib><description>In magnetic flux leakage testing, the lift-off effect shows that testing signal voltages vary with lift-off values. This has many adverse effects on detection and evaluation. This paper proposes a novel method for linearization of the lift-off effect in the spatial domain. The spatial analytical expression is obtained through magnetic dipole theory and the Fourier transform method. An analytical method to linearizethe lift-off effect is proposed. Further, the finite-element method and discrete Fourier transform method are applied to linearize the lift-off effect. Experimental studies are also conducted to verify the analytical results. The linear fitting function of the lift-off effect takes the form of
Y
=
AX
+
B
. When the spatial frequency
ω
is 35 mm
−1
, the linear fitting results of the simulation and experiment are
Y
= −0.23596
X
−2.0268 and
Y
= −0.23511
X
+ 4.8152. The goodness of fit
R
2
is 0.9997 and 0.9975. The results show that the lift-off effect can be linearized in the spatial domain. The coefficient
A
is slightly affected by the defect size. The coefficient
B
is strongly related to the defect size. We consider these results to be quite significant.</description><identifier>ISSN: 0957-0233</identifier><identifier>EISSN: 1361-6501</identifier><identifier>DOI: 10.1088/1361-6501/abe89e</identifier><language>eng</language><ispartof>Measurement science & technology, 2021-06, Vol.32 (6), p.65012</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c243t-33fa81f1a8849b1ae9ec710d67a3a110de18644dead12639a92178ad707a64fc3</citedby><cites>FETCH-LOGICAL-c243t-33fa81f1a8849b1ae9ec710d67a3a110de18644dead12639a92178ad707a64fc3</cites><orcidid>0000-0001-7480-0308</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Wang, Jie</creatorcontrib><creatorcontrib>Li, Erlong</creatorcontrib><creatorcontrib>Wu, Jianbo</creatorcontrib><creatorcontrib>Xu, Xianyou</creatorcontrib><title>Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform</title><title>Measurement science & technology</title><description>In magnetic flux leakage testing, the lift-off effect shows that testing signal voltages vary with lift-off values. This has many adverse effects on detection and evaluation. This paper proposes a novel method for linearization of the lift-off effect in the spatial domain. The spatial analytical expression is obtained through magnetic dipole theory and the Fourier transform method. An analytical method to linearizethe lift-off effect is proposed. Further, the finite-element method and discrete Fourier transform method are applied to linearize the lift-off effect. Experimental studies are also conducted to verify the analytical results. The linear fitting function of the lift-off effect takes the form of
Y
=
AX
+
B
. When the spatial frequency
ω
is 35 mm
−1
, the linear fitting results of the simulation and experiment are
Y
= −0.23596
X
−2.0268 and
Y
= −0.23511
X
+ 4.8152. The goodness of fit
R
2
is 0.9997 and 0.9975. The results show that the lift-off effect can be linearized in the spatial domain. The coefficient
A
is slightly affected by the defect size. The coefficient
B
is strongly related to the defect size. We consider these results to be quite significant.</description><issn>0957-0233</issn><issn>1361-6501</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNo9kMFOwzAQRC0EEqVw5-gfCN2N09g-oooCUiUucOAUbZPdYkgTZLsS8PW0KuI0o9HMHJ5S1wg3CM7N0NRY1HPAGa3ZeT5Rk__oVE3Az20BpTHn6iKldwCw4P1Eva7CwBTDD-UwDnoUnd9Y90FyMYpoFuE2axmj3tJm4BxaLf3uS_dMH7RhvabEnd4vl-MuBo46RxrSvr-9VGdCfeKrP52ql-Xd8-KhWD3dPy5uV0VbViYXxgg5FCTnKr9GYs-tRehqS4ZwbxhdXVUdU4dlbTz5Eq2jzoKlupLWTBUcf9s4phRZms8YthS_G4TmgKY5cGgOHJojGvML_BpYnw</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Wang, Jie</creator><creator>Li, Erlong</creator><creator>Wu, Jianbo</creator><creator>Xu, Xianyou</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-7480-0308</orcidid></search><sort><creationdate>20210601</creationdate><title>Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform</title><author>Wang, Jie ; Li, Erlong ; Wu, Jianbo ; Xu, Xianyou</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c243t-33fa81f1a8849b1ae9ec710d67a3a110de18644dead12639a92178ad707a64fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Jie</creatorcontrib><creatorcontrib>Li, Erlong</creatorcontrib><creatorcontrib>Wu, Jianbo</creatorcontrib><creatorcontrib>Xu, Xianyou</creatorcontrib><collection>CrossRef</collection><jtitle>Measurement science & technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Jie</au><au>Li, Erlong</au><au>Wu, Jianbo</au><au>Xu, Xianyou</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform</atitle><jtitle>Measurement science & technology</jtitle><date>2021-06-01</date><risdate>2021</risdate><volume>32</volume><issue>6</issue><spage>65012</spage><pages>65012-</pages><issn>0957-0233</issn><eissn>1361-6501</eissn><abstract>In magnetic flux leakage testing, the lift-off effect shows that testing signal voltages vary with lift-off values. This has many adverse effects on detection and evaluation. This paper proposes a novel method for linearization of the lift-off effect in the spatial domain. The spatial analytical expression is obtained through magnetic dipole theory and the Fourier transform method. An analytical method to linearizethe lift-off effect is proposed. Further, the finite-element method and discrete Fourier transform method are applied to linearize the lift-off effect. Experimental studies are also conducted to verify the analytical results. The linear fitting function of the lift-off effect takes the form of
Y
=
AX
+
B
. When the spatial frequency
ω
is 35 mm
−1
, the linear fitting results of the simulation and experiment are
Y
= −0.23596
X
−2.0268 and
Y
= −0.23511
X
+ 4.8152. The goodness of fit
R
2
is 0.9997 and 0.9975. The results show that the lift-off effect can be linearized in the spatial domain. The coefficient
A
is slightly affected by the defect size. The coefficient
B
is strongly related to the defect size. We consider these results to be quite significant.</abstract><doi>10.1088/1361-6501/abe89e</doi><orcidid>https://orcid.org/0000-0001-7480-0308</orcidid></addata></record> |
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title | Linearization of the lift-off effect for magnetic flux leakage based on Fourier transform |
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