{"id":"https://openalex.org/W4399665697","doi":"https://doi.org/10.1109/jiot.2024.3403711","title":"Photovoltaic Cell Anomaly Detection Enabled by Scale Distribution Alignment Learning and Multiscale Linear Attention Framework","display_name":"Photovoltaic Cell Anomaly Detection Enabled by Scale Distribution Alignment Learning and Multiscale Linear Attention Framework","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399665697","doi":"https://doi.org/10.1109/jiot.2024.3403711"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3403711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3403711","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-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/A5068433041","display_name":"Zhonghao Chang","orcid":"https://orcid.org/0009-0004-3964-8290"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhonghao Chang","raw_affiliation_strings":["Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-3964-8290","affiliations":[{"raw_affiliation_string":"Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106596922","display_name":"A. Q. Zhang","orcid":"https://orcid.org/0009-0007-8507-6846"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"An-Jun Zhang","raw_affiliation_strings":["Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-8507-6846","affiliations":[{"raw_affiliation_string":"Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751566","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-1403-5314"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["Department of Industrial Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1403-5314","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718354","display_name":"Jiajia Xu","orcid":"https://orcid.org/0000-0002-6701-3805"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiajia Xu","raw_affiliation_strings":["Industrial Product Solutions Core Development Department, Ling Yang Industrial Internet Company Ltd., Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Product Solutions Core Development Department, Ling Yang Industrial Internet Company Ltd., Anhui, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007290301","display_name":"Te Han","orcid":"https://orcid.org/0000-0002-6559-1986"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Te Han","raw_affiliation_strings":["Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6559-1986","affiliations":[{"raw_affiliation_string":"Center for Energy and Environmental Policy Research and the School of Management, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068433041"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":2.1038,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.87326681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"16","first_page":"27816","last_page":"27827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9075000286102295,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.7225042581558228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6903330087661743},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6837682723999023},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5271187424659729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.356828510761261},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35389798879623413},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10860306024551392},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10011202096939087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08279067277908325}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7225042581558228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903330087661743},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6837682723999023},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5271187424659729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.356828510761261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35389798879623413},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10860306024551392},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10011202096939087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08279067277908325},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3403711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3403711","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4350858411","display_name":null,"funder_award_id":"2023QNRC001","funder_id":"https://openalex.org/F4320330170","funder_display_name":"Young Elite Scientists Sponsorship Program by Tianjin"},{"id":"https://openalex.org/G8335023151","display_name":null,"funder_award_id":"72201152","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"},{"id":"https://openalex.org/F4320330170","display_name":"Young Elite Scientists Sponsorship Program by Tianjin","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W2549637261","https://openalex.org/W2770587725","https://openalex.org/W2790103198","https://openalex.org/W2807955733","https://openalex.org/W2888467782","https://openalex.org/W2911976798","https://openalex.org/W2979496633","https://openalex.org/W3021561894","https://openalex.org/W3034418897","https://openalex.org/W3040739812","https://openalex.org/W3044515030","https://openalex.org/W3105324058","https://openalex.org/W3126997938","https://openalex.org/W3133774034","https://openalex.org/W3135145660","https://openalex.org/W3190441617","https://openalex.org/W3200236763","https://openalex.org/W3213008276","https://openalex.org/W4200120359","https://openalex.org/W4205900056","https://openalex.org/W4211152035","https://openalex.org/W4213213499","https://openalex.org/W4226093702","https://openalex.org/W4281634451","https://openalex.org/W4281668357","https://openalex.org/W4285600350","https://openalex.org/W4292687376","https://openalex.org/W4295308550","https://openalex.org/W4306632394","https://openalex.org/W4311726834","https://openalex.org/W4320001385","https://openalex.org/W4321033223","https://openalex.org/W4323896568","https://openalex.org/W4362604044","https://openalex.org/W4366814042","https://openalex.org/W4376851190","https://openalex.org/W4378501615","https://openalex.org/W4379389068","https://openalex.org/W4381198707","https://openalex.org/W4385358365","https://openalex.org/W4387449152","https://openalex.org/W4387501532","https://openalex.org/W4388281938","https://openalex.org/W4388470032","https://openalex.org/W4389776667","https://openalex.org/W4390660023","https://openalex.org/W4391040840","https://openalex.org/W4392346659","https://openalex.org/W4396594846","https://openalex.org/W6751494907","https://openalex.org/W6771795890","https://openalex.org/W6792111848","https://openalex.org/W6838669823","https://openalex.org/W6853278966"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0],"growing":[1],"prevalence":[2],"of":[3,152,173,187],"the":[4,10,20,57,80,86,94,100,142,149,157,160,164,170,185,193,216,240,246],"photovoltaic":[5],"(PV)":[6],"systems":[7],"has":[8,35],"intensified":[9],"focus":[11],"on":[12,79,120,202],"fault":[13],"prediction":[14],"and":[15,22,39,65,129,147,163],"health":[16],"management":[17],"within":[18,245],"both":[19],"academic":[21],"industrial":[23],"realms.":[24],"Electroluminescence":[25],"(EL)":[26],"imaging":[27],"technology,":[28],"recognized":[29],"as":[30],"an":[31,112],"advanced":[32],"detection":[33,55,115,189,244],"method,":[34],"substantiated":[36],"its":[37,224],"efficiency":[38],"practicality":[40],"in":[41,56,93,239],"identifying":[42],"diverse":[43],"defects.":[44],"In":[45],"this":[46],"study,":[47],"we":[48,72,167],"introduce":[49],"a":[50,74,104,203],"novel":[51],"framework":[52,77,116,124,143,210],"for":[53,108,134,236],"anomaly":[54,114,171,178,188,243],"PV":[58,241],"panel":[59,242],"systems,":[60],"leveraging":[61],"multiscale":[62],"linear":[63,82],"attention":[64,83],"scale":[66,121],"distribution":[67,135,151],"alignment":[68,136],"learning":[69,219],"(MLA-SDAL).":[70],"Initially,":[71],"employ":[73],"feature":[75,88,96,126,150],"extraction":[76,97],"based":[78,119],"multihead":[81],"to":[84,144,196,215,232],"facilitate":[85],"deep-level":[87],"modeling.":[89],"This":[90,123,138,180,228],"network":[91],"excels":[92],"high-dimensional":[95],"while":[98],"optimizing":[99],"model":[101],"complexity,":[102],"achieving":[103],"lightweight":[105],"design":[106],"tailored":[107],"efficient":[109,131],"deployment.":[110],"Subsequently,":[111],"unsupervised":[113],"is":[117,226,230],"devised":[118],"learning.":[122,137],"employs":[125],"dimension":[127],"transformation":[128],"generates":[130],"supervised":[132],"signals":[133],"surrogate":[139],"task":[140],"enables":[141],"adeptly":[145],"capture":[146],"characterize":[148],"healthy":[153],"samples.":[154],"By":[155],"gauging":[156],"consistency":[158],"between":[159],"input":[161],"data":[162,198,206],"learned":[165],"model,":[166],"precisely":[168],"quantify":[169],"level":[172],"each":[174],"instance,":[175],"effectively":[176],"executing":[177],"detection.":[179],"approach":[181],"not":[182],"only":[183],"bolsters":[184],"accuracy":[186],"but":[190],"also":[191],"enhances":[192],"model\u2019s":[194],"adaptability":[195],"intricate":[197],"distributions.":[199],"Through":[200],"experimentation":[201],"genuine":[204],"EL":[205],"set,":[207],"our":[208],"proposed":[209],"demonstrates":[211],"pronounced":[212],"advantages.":[213],"Comparative":[214],"alternative":[217],"machine":[218],"or":[220],"deep":[221],"learning-based":[222],"methods,":[223],"performance":[225],"notable.":[227],"accomplishment":[229],"poised":[231],"furnish":[233],"robust":[234],"support":[235],"practical":[237],"applications":[238],"industry.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
