{"id":"https://openalex.org/W4366380909","doi":"https://doi.org/10.1145/3584376.3584474","title":"Partial Discharge Pattern Recognition of GIS Based on CBAM-ResNet","display_name":"Partial Discharge Pattern Recognition of GIS Based on CBAM-ResNet","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4366380909","doi":"https://doi.org/10.1145/3584376.3584474"},"language":"en","primary_location":{"id":"doi:10.1145/3584376.3584474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584376.3584474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584376.3584474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3584376.3584474","any_repository_has_fulltext":null},"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":["Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, China"],"raw_orcid":"https://orcid.org/0000-0002-5807-0138","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, 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":["Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, China"],"raw_orcid":"https://orcid.org/0000-0001-7815-290X","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, 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":["Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, China"],"raw_orcid":"https://orcid.org/0000-0002-1671-6797","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, 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":["Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, China"],"raw_orcid":"https://orcid.org/0000-0001-5773-7087","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute, State Grid Anhui Electric Power Co., Ltd, China","institution_ids":[]}]},{"author_position":"last","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 Co., Ltd., China"],"raw_orcid":"https://orcid.org/0000-0002-3356-7703","affiliations":[{"raw_affiliation_string":"State Grid Anhui Electric Power Co., Ltd., China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.4021,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.98563791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"548","last_page":"552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9991000294685364,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9785000085830688,"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/T14011","display_name":"Elevator Systems and Control","score":0.9735999703407288,"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/switchgear","display_name":"Switchgear","score":0.832923412322998},{"id":"https://openalex.org/keywords/partial-discharge","display_name":"Partial discharge","score":0.790865421295166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7652549743652344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.619546115398407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.567982017993927},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4803149104118347},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.474306583404541},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.45157188177108765},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23535236716270447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14986461400985718},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12235331535339355},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09177914261817932}],"concepts":[{"id":"https://openalex.org/C93893174","wikidata":"https://www.wikidata.org/wiki/Q1273786","display_name":"Switchgear","level":2,"score":0.832923412322998},{"id":"https://openalex.org/C130143024","wikidata":"https://www.wikidata.org/wiki/Q1929972","display_name":"Partial discharge","level":3,"score":0.790865421295166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7652549743652344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.619546115398407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.567982017993927},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4803149104118347},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.474306583404541},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.45157188177108765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23535236716270447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14986461400985718},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12235331535339355},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09177914261817932},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3584376.3584474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584376.3584474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584376.3584474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3584376.3584474","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3584376.3584474","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3584376.3584474","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366380909.pdf","grobid_xml":"https://content.openalex.org/works/W4366380909.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2077716204","https://openalex.org/W2798915202","https://openalex.org/W2915710274","https://openalex.org/W2946044205","https://openalex.org/W2987761193","https://openalex.org/W4206692898","https://openalex.org/W4283168652","https://openalex.org/W4309711105"],"related_works":["https://openalex.org/W2808957303","https://openalex.org/W2907218275","https://openalex.org/W2893668454","https://openalex.org/W3010931597","https://openalex.org/W4200454289","https://openalex.org/W2533213929","https://openalex.org/W2110874379","https://openalex.org/W1938434038","https://openalex.org/W2513708364","https://openalex.org/W2360722331"],"abstract_inverted_index":{"Different":[0],"types":[1],"of":[2,23,40,93,105,119,144],"partial":[3,84],"discharge":[4,85],"(PD)":[5],"cause":[6],"different":[7],"damage":[8],"to":[9,18,75],"gas-insulated":[10],"switchgear":[11],"(GIS),":[12],"so":[13],"it":[14],"is":[15,88,109],"very":[16],"important":[17],"correctly":[19],"identify":[20],"the":[21,27,38,63,70,77,91,94,102,106,126,139,145,153],"type":[22],"PD":[24,33,65,128,140,156],"for":[25,62,125,155],"evaluating":[26],"GIS":[28,64,81],"insulation":[29],"condition.":[30],"The":[31,80,98],"traditional":[32],"pattern":[34,66,95,141,157],"recognition":[35,42,46,78,96,103,117,137,142,158],"algorithm":[36],"has":[37,115,148,159],"limitations":[39],"low":[41],"accuracy":[43,104,118,143],"and":[44,114,123,135],"slow":[45],"speed":[47],"in":[48,164],"engineering":[49,165],"applications.":[50],"This":[51],"work":[52],"proposed":[53,107,146],"a":[54,116,160],"Convolutional":[55],"Block":[56],"Attention":[57],"Module":[58],"Residual":[59],"Network":[60],"(CBAM-ResNet)":[61],"recognition.":[67],"In":[68],"particular,":[69],"Squeeze-and-Excitation":[71],"mechanism":[72],"was":[73],"used":[74,89],"improve":[76],"accuracy.":[79],"phase":[82],"resolved":[83],"(PRPD)":[86],"image":[87],"as":[90,110,112],"input":[92],"model.":[97],"results":[99],"show":[100],"that":[101],"method":[108,147],"high":[111],"89%,":[113],"92.72%,":[120],"90.19%,":[121],"89.36%,":[122],"93.62%":[124],"four":[127],"types,":[129],"respectively.":[130],"Compared":[131],"with":[132],"normal":[133],"CNN":[134],"SVM":[136],"algorithms,":[138],"been":[149],"greatly":[150],"improved.":[151],"And":[152],"CBAM-ResNet":[154],"good":[161],"application":[162],"prospect":[163],"practice.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}