{"id":"https://openalex.org/W2891451442","doi":"https://doi.org/10.1109/aim.2018.8452286","title":"Machine Perception Based on Field Reconstruction for Conductivity and Hidden Geometrical Feature Characterization","display_name":"Machine Perception Based on Field Reconstruction for Conductivity and Hidden Geometrical Feature Characterization","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2891451442","doi":"https://doi.org/10.1109/aim.2018.8452286","mag":"2891451442"},"language":"en","primary_location":{"id":"doi:10.1109/aim.2018.8452286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aim.2018.8452286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101816654","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-6724-825X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Min Li","raw_affiliation_strings":["School of Mech. Eng. at Georgia Inst. of Tech., Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Mech. Eng. at Georgia Inst. of Tech., Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083153534","display_name":"Kok-Meng Lee","orcid":"https://orcid.org/0000-0002-9547-094X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kok-Meng Lee","raw_affiliation_strings":["Distinguished Professor of the State Key Lab. of Dig. Manuf. Equip., Huazhong Univ. of Sci. and Tech., Wuhan, Hubei, P. R. China"],"affiliations":[{"raw_affiliation_string":"Distinguished Professor of the State Key Lab. of Dig. Manuf. Equip., Huazhong Univ. of Sci. and Tech., Wuhan, Hubei, P. R. China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101816654"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.1672,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49552425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"101","issue":null,"first_page":"510","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tikhonov-regularization","display_name":"Tikhonov regularization","score":0.8780400156974792},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.6362870931625366},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6231645941734314},{"id":"https://openalex.org/keywords/eddy-current","display_name":"Eddy current","score":0.6042191982269287},{"id":"https://openalex.org/keywords/electromagnet","display_name":"Electromagnet","score":0.5793952941894531},{"id":"https://openalex.org/keywords/magnetic-field","display_name":"Magnetic field","score":0.4976976215839386},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48100170493125916},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4727945029735565},{"id":"https://openalex.org/keywords/electrical-conductor","display_name":"Electrical conductor","score":0.46086275577545166},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45854640007019043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4476800560951233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4236701726913452},{"id":"https://openalex.org/keywords/conductor","display_name":"Conductor","score":0.41737282276153564},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.407913476228714},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3960266709327698},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.3369695544242859},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.32801568508148193},{"id":"https://openalex.org/keywords/magnet","display_name":"Magnet","score":0.2915206551551819},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29055410623550415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29007333517074585},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23849862813949585},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19831863045692444},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1346810758113861}],"concepts":[{"id":"https://openalex.org/C152442038","wikidata":"https://www.wikidata.org/wiki/Q2778212","display_name":"Tikhonov regularization","level":3,"score":0.8780400156974792},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.6362870931625366},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6231645941734314},{"id":"https://openalex.org/C131357438","wikidata":"https://www.wikidata.org/wiki/Q208598","display_name":"Eddy current","level":2,"score":0.6042191982269287},{"id":"https://openalex.org/C106997767","wikidata":"https://www.wikidata.org/wiki/Q178032","display_name":"Electromagnet","level":3,"score":0.5793952941894531},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.4976976215839386},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48100170493125916},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4727945029735565},{"id":"https://openalex.org/C202374169","wikidata":"https://www.wikidata.org/wiki/Q124291","display_name":"Electrical conductor","level":2,"score":0.46086275577545166},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45854640007019043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4476800560951233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4236701726913452},{"id":"https://openalex.org/C34800285","wikidata":"https://www.wikidata.org/wiki/Q5159395","display_name":"Conductor","level":2,"score":0.41737282276153564},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.407913476228714},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3960266709327698},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.3369695544242859},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.32801568508148193},{"id":"https://openalex.org/C16389437","wikidata":"https://www.wikidata.org/wiki/Q11421","display_name":"Magnet","level":2,"score":0.2915206551551819},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29055410623550415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29007333517074585},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23849862813949585},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19831863045692444},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1346810758113861},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aim.2018.8452286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aim.2018.8452286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W26205945","https://openalex.org/W1964799474","https://openalex.org/W1970556747","https://openalex.org/W1975101026","https://openalex.org/W1987966270","https://openalex.org/W1994331942","https://openalex.org/W2008298717","https://openalex.org/W2021488086","https://openalex.org/W2022209486","https://openalex.org/W2030757929","https://openalex.org/W2061999648","https://openalex.org/W2066272043","https://openalex.org/W2098459033","https://openalex.org/W2114424556","https://openalex.org/W2146677579","https://openalex.org/W2149991971","https://openalex.org/W2153760591","https://openalex.org/W2161511377","https://openalex.org/W2393874818","https://openalex.org/W2527022516","https://openalex.org/W2527218254","https://openalex.org/W4285719527","https://openalex.org/W6601111172"],"related_works":["https://openalex.org/W1995301895","https://openalex.org/W2749105521","https://openalex.org/W2154230531","https://openalex.org/W1991074773","https://openalex.org/W2360343897","https://openalex.org/W140737605","https://openalex.org/W2564453433","https://openalex.org/W3188213007","https://openalex.org/W2374214022","https://openalex.org/W1947575127"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,19,33,63,69,120],"new":[4],"machine-perception":[5,81,133],"method":[6,134],"based":[7],"on":[8,53,103],"eddy":[9],"current":[10],"(EC)":[11],"effects":[12,98],"to":[13],"reconstruct":[14],"the":[15,43,45,49,86,97,104,129,132,136,139],"electrical-conductivity":[16],"field":[17,65,88,142],"of":[18,48,62,93,99,115,123,131,138],"nonferrous":[20],"material":[21],"and":[22,73,89,119,135,146],"reveal":[23],"hidden":[24,90],"geometrical":[25,91],"features":[26],"commonly":[27],"encountered":[28],"in":[29],"intelligent":[30],"manufacturing":[31],"using":[32,75],"one-time":[34],"finite":[35],"magnetic":[36,124],"flux":[37],"density":[38],"(MFD)":[39],"measurements.":[40],"By":[41],"discretizing":[42],"conductor,":[44],"measurement":[46],"models":[47],"physical":[50,64,141],"fields":[51],"(based":[52],"discrete":[54],"MFD":[55],"measurements)":[56],"are":[57,107,143],"linearly":[58],"established.":[59],"The":[60,79],"reconstruction":[61,105],"is":[66,82],"formulated":[67],"as":[68],"linear":[70],"inverse":[71],"problem":[72],"solved":[74],"Tikhonov":[76],"regularization":[77],"method.":[78],"EC-based":[80],"illustrated":[83],"by":[84],"reconstructing":[85],"conductivity":[87],"feature":[92],"aluminum":[94],"plates.":[95],"Additionally,":[96],"different":[100],"sensor":[101],"configurations":[102],"results":[106],"analyzed":[108],"numerically.":[109],"Using":[110],"an":[111,116],"experimental":[112],"prototype":[113],"consisting":[114],"air-cored":[117],"electromagnet":[118],"two-dimensional":[121],"array":[122],"sensors":[125],"with":[126],"associated":[127],"electronics,":[128],"effectiveness":[130],"accuracy":[137],"reconstructed":[140],"demonstrated":[144],"numerically":[145],"experimentally.":[147]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
