{"id":"https://openalex.org/W4389607986","doi":"https://doi.org/10.1155/2023/9948438","title":"A GIS Partial Discharge Pattern Recognition Method Based on Improved CBAM-ResNet","display_name":"A GIS Partial Discharge Pattern Recognition Method Based on Improved CBAM-ResNet","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389607986","doi":"https://doi.org/10.1155/2023/9948438"},"language":"en","primary_location":{"id":"doi:10.1155/2023/9948438","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/9948438","pdf_url":"https://downloads.hindawi.com/journals/jece/2023/9948438.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jece/2023/9948438.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100670612","display_name":"Di Hu","orcid":"https://orcid.org/0000-0002-5807-0138"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Di Hu","raw_affiliation_strings":["State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-5807-0138","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046901965","display_name":"Zhong Chen","orcid":"https://orcid.org/0000-0001-7815-290X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhong Chen","raw_affiliation_strings":["State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-7815-290X","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048549739","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0002-1671-6797"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-1671-6797","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011234530","display_name":"Taiyun Zhu","orcid":"https://orcid.org/0000-0001-5773-7087"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taiyun Zhu","raw_affiliation_strings":["State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-5773-7087","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002953432","display_name":"Yanguo Ke","orcid":"https://orcid.org/0000-0002-3356-7703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanguo Ke","raw_affiliation_strings":["State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-3356-7703","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Research Institute, Hefei 230601, Anhui, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068428591","display_name":"Kaiyang Yin","orcid":"https://orcid.org/0000-0003-1718-9551"},"institutions":[{"id":"https://openalex.org/I151878197","display_name":"Pingdingshan University","ror":"https://ror.org/026c29h90","country_code":"CN","type":"education","lineage":["https://openalex.org/I151878197"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaiyang Yin","raw_affiliation_strings":["School of Electrical and Mechanical Engineering, Pingdingshan University, Pingdingshan 467000, China"],"raw_orcid":"https://orcid.org/0000-0003-1718-9551","affiliations":[{"raw_affiliation_string":"School of Electrical and Mechanical Engineering, Pingdingshan University, Pingdingshan 467000, China","institution_ids":["https://openalex.org/I151878197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068428591"],"corresponding_institution_ids":["https://openalex.org/I151878197"],"apc_list":{"value":925,"currency":"USD","value_usd":925},"apc_paid":{"value":925,"currency":"USD","value_usd":925},"fwci":0.3475,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53225608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.98580002784729,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6209834814071655},{"id":"https://openalex.org/keywords/safeguard","display_name":"Safeguard","score":0.5887067317962646},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.5308846831321716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4807184040546417},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4800368547439575},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4684695601463318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45932385325431824},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3480125963687897},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2009599804878235}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6209834814071655},{"id":"https://openalex.org/C2780771206","wikidata":"https://www.wikidata.org/wiki/Q3271761","display_name":"Safeguard","level":2,"score":0.5887067317962646},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5308846831321716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4807184040546417},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4800368547439575},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4684695601463318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45932385325431824},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3480125963687897},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2009599804878235},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2023/9948438","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/9948438","pdf_url":"https://downloads.hindawi.com/journals/jece/2023/9948438.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e5118a10923c4d178f6644a81b93bdde","is_oa":true,"landing_page_url":"https://doaj.org/article/e5118a10923c4d178f6644a81b93bdde","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Electrical and Computer Engineering, Vol 2023 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2023/9948438","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/9948438","pdf_url":"https://downloads.hindawi.com/journals/jece/2023/9948438.pdf","source":{"id":"https://openalex.org/S174662166","display_name":"Journal of Electrical and Computer Engineering","issn_l":"2090-0147","issn":["2090-0147","2090-0155"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electrical and Computer Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389607986.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2410516005","https://openalex.org/W2798915202","https://openalex.org/W2801946776","https://openalex.org/W2885560754","https://openalex.org/W2903788298","https://openalex.org/W2914261901","https://openalex.org/W2963427045","https://openalex.org/W3135354621","https://openalex.org/W3140854437","https://openalex.org/W3172290738","https://openalex.org/W3194859150","https://openalex.org/W3209229158","https://openalex.org/W4291805254","https://openalex.org/W4297464364","https://openalex.org/W4309711105","https://openalex.org/W4366380909","https://openalex.org/W6750128375"],"related_works":["https://openalex.org/W3196952692","https://openalex.org/W2984708981","https://openalex.org/W4300939921","https://openalex.org/W2964350391","https://openalex.org/W2274287116","https://openalex.org/W2897517148","https://openalex.org/W3046945067","https://openalex.org/W2983358626","https://openalex.org/W3160076723","https://openalex.org/W2967403871"],"abstract_inverted_index":{"Different":[0],"types":[1],"of":[2,23,40,65,88,132,156],"partial":[3],"discharge":[4],"(PD)":[5],"cause":[6],"different":[7],"damages":[8],"to":[9,18],"gas-insulated":[10],"substation":[11],"(GIS),":[12],"so":[13],"it":[14],"is":[15],"very":[16],"important":[17],"correctly":[19],"identify":[20],"the":[21,27,38,54,60,66,83,89,98,103,112,120,139,145,151,154],"type":[22,57],"PD":[24,33,56,71,122,141,147],"for":[25],"evaluating":[26],"GIS":[28,55,70,121],"insulation":[29],"condition.":[30],"The":[31,115],"traditional":[32,146],"pattern":[34,123,148],"recognition":[35,42,46,124,130,149,163],"algorithm":[36,152],"has":[37,128,153],"limitations":[39],"low":[41],"accuracy":[43],"and":[44,58,62,93,102,136,160],"slow":[45],"speed":[47],"in":[48,79,109,111],"engineering":[49,168],"applications.":[50],"To":[51],"effectively":[52],"diagnose":[53],"safeguard":[59],"safe":[61],"reliable":[63],"operation":[64],"distribution":[67],"network,":[68],"a":[69,129,157],"method":[72,125],"based":[73],"on":[74],"improved":[75,84,113],"CBAM-ResNet":[76,85],"was":[77],"proposed":[78,126],"this":[80],"paper.":[81],"And":[82],"takes":[86],"advantage":[87],"residual":[90],"neural":[91],"network":[92],"attention":[94,100,105],"mechanism.":[95],"In":[96],"particular,":[97],"channel":[99],"module":[101,106],"spatial":[104],"are":[107],"connected":[108],"parallel":[110],"CBAM.":[114],"experimental":[116],"results":[117],"showed":[118],"that":[119],"herein":[127],"rate":[131],"93.58%,":[133],"95.00%,":[134],"93.55%,":[135],"93.88%":[137],"against":[138],"four":[140],"types.":[142],"Compared":[143],"with":[144],"algorithm,":[150],"advantages":[155],"lightweight":[158],"model":[159],"more":[161],"accurate":[162],"results,":[164],"which":[165],"carry":[166],"better":[167],"application":[169],"values.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}