{"id":"https://openalex.org/W3015285432","doi":"https://doi.org/10.1109/access.2020.2986096","title":"Solving the Inverse Design Problem of Electrical Fuse With Machine Learning","display_name":"Solving the Inverse Design Problem of Electrical Fuse With Machine Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3015285432","doi":"https://doi.org/10.1109/access.2020.2986096","mag":"3015285432"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2986096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2986096","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09057612.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09057612.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102834898","display_name":"Xinjian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinjian Huang","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083362090","display_name":"Ziniu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziniu Li","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320720","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-4943-6572"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030234729","display_name":"Bin Xiang","orcid":"https://orcid.org/0000-0002-9720-395X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Xiang","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054775292","display_name":"Yingsan Geng","orcid":"https://orcid.org/0000-0002-7040-5471"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingsan Geng","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420050","display_name":"Jianhua Wang","orcid":"https://orcid.org/0000-0003-0560-2556"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Wang","raw_affiliation_strings":["The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The State Key Laboratory of Electrical Insulation and Power Equipment, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102834898"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0347014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"74137","last_page":"74144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9980999827384949,"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":0.9980999827384949,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/fuse","display_name":"Fuse (electrical)","score":0.8341709971427917},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.6067103147506714},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5883275270462036},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.4763743579387665},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45616111159324646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3830749988555908},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.37047916650772095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1976500153541565},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1671595573425293},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.14652010798454285},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1441589593887329}],"concepts":[{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.8341709971427917},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.6067103147506714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5883275270462036},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4763743579387665},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45616111159324646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3830749988555908},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.37047916650772095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1976500153541565},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1671595573425293},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.14652010798454285},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1441589593887329}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2986096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2986096","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09057612.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a2f8112aeef04291a878b39492f2a75d","is_oa":true,"landing_page_url":"https://doaj.org/article/a2f8112aeef04291a878b39492f2a75d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 74137-74144 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2986096","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2986096","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09057612.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G589282164","display_name":null,"funder_award_id":"51677141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208342437","display_name":null,"funder_award_id":"1 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015285432.pdf","grobid_xml":"https://content.openalex.org/works/W3015285432.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1977941519","https://openalex.org/W1993273815","https://openalex.org/W1998750854","https://openalex.org/W2023608838","https://openalex.org/W2029644311","https://openalex.org/W2047028564","https://openalex.org/W2107126802","https://openalex.org/W2117192913","https://openalex.org/W2122825543","https://openalex.org/W2125459357","https://openalex.org/W2127158588","https://openalex.org/W2130382939","https://openalex.org/W2130759854","https://openalex.org/W2135046866","https://openalex.org/W2137226992","https://openalex.org/W2144559149","https://openalex.org/W2149723649","https://openalex.org/W2348486232","https://openalex.org/W2614451646","https://openalex.org/W2886161295","https://openalex.org/W2901898216","https://openalex.org/W2914991580","https://openalex.org/W4245492013","https://openalex.org/W4255455317","https://openalex.org/W6669233335","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W2056430455","https://openalex.org/W2331917905","https://openalex.org/W3155039083"],"abstract_inverted_index":{"Electric":[0],"fuses":[1,74],"are":[2,10,145,174,235,273,302],"protection":[3],"devices":[4],"with":[5,116],"a":[6,104,313],"long":[7],"history.":[8],"They":[9],"widely":[11],"used":[12,129,154,175],"in":[13,92],"both":[14],"high":[15],"voltage":[16,19],"and":[17,66,210,230,237,244,268,277,297,306],"low":[18],"power":[20],"systems.":[21],"The":[22,36,96,119,170,183,220,309],"pre-arc":[23],"I-t":[24,56,63],"(current":[25],"versus":[26],"time)":[27],"characteristic":[28],"is":[29,43,80,89,101,128,153],"an":[30,81,150],"important":[31],"parameter":[32,42],"of":[33,39,62,85,98,113,139,168,195,199,217,225,263,292],"electric":[34,73,86],"fuse.":[35],"traditional":[37],"method":[38,106,120,188],"obtaining":[40],"this":[41,79,93,99,187],"designing":[44],"the":[45,55,68,77,109,157,166,192,196,203,241,248,253,258,282,287,317],"electrical":[46,114,318],"fuse":[47,115,200,319],"by":[48,147,161,275,304],"experience,":[49],"then":[50,67],"conducting":[51],"experiments":[52],"to":[53,71,102,107,130,155,176,256,285],"obtain":[54,131],"characteristic.":[57],"However,":[58],"customers":[59],"request":[60],"specific":[61],"characters":[64],"first,":[65],"engineers":[69],"have":[70],"design":[72,83,111,179,193,320],"based":[75],"on":[76],"requirements,":[78],"inverse":[82,110,178],"problem":[84,112,180],"fuses.":[87],"There":[88],"no":[90],"research":[91,310],"area":[94],"yet.":[95],"objective":[97],"paper":[100],"propose":[103],"new":[105,314],"solve":[108,156],"machine":[117,135],"learning.":[118,136],"contains":[121],"two":[122],"steps.":[123],"First,":[124],"finite":[125],"element":[126],"analysis":[127],"training":[132],"samples":[133,141,164,173],"for":[134,316],"A":[137],"total":[138,167],"252":[140],"(pre-arc":[142],"current-time":[143],"result)":[144],"obtained":[146],"simulations.":[148],"Second,":[149],"elastic":[151,245,283],"network":[152],"probabilistic":[158],"inference":[159],"model":[160],"utilizing":[162],"217":[163],"from":[165],"252.":[169],"other":[171],"35":[172],"evaluate":[177],"solution":[181,315],"results.":[182],"results":[184,311],"show":[185],"that":[186],"can":[189],"accurately":[190],"predict":[191],"parameters":[194],"restricted":[197,218],"zone":[198],"element,":[201],"including":[202],"thickness":[204],"(T":[205],"<sub":[206,213,227,232,265,270,294,299],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[207,214,228,233,266,271,295,300],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[208,215,229,234,267,272,296,301],")":[209,216],"radius":[211],"(R":[212],"zone.":[219],"average":[221,259,288],"relative":[222,249,260,289],"errors":[223,261,290],"value":[224,262,291],"T":[226,264,293],"R":[231,269,298],"15.7%":[236],"3.4%,":[238],"respectively.":[239,279,308],"Increasing":[240],"penalty":[242,254],"factor":[243],"error":[246,255,284],"decreases":[247],"error.":[250],"By":[251,280],"changing":[252,281],"0.8,":[257,286],"reduced":[274,303],"14.1%":[276],"1.7%,":[278],"13.1%":[305],"2.1%,":[307],"provide":[312],"problem.":[321]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
