{"id":"https://openalex.org/W3030883554","doi":"https://doi.org/10.1145/3386415.3387012","title":"Partial Discharge Pattern Recognition Based on Stacked Denoising Autoencoder Network","display_name":"Partial Discharge Pattern Recognition Based on Stacked Denoising Autoencoder Network","publication_year":2019,"publication_date":"2019-12-06","ids":{"openalex":"https://openalex.org/W3030883554","doi":"https://doi.org/10.1145/3386415.3387012","mag":"3030883554"},"language":"en","primary_location":{"id":"doi:10.1145/3386415.3387012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386415.3387012","pdf_url":null,"source":{"id":"https://openalex.org/S4306523750","display_name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","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/A5059179466","display_name":"Jin He","orcid":"https://orcid.org/0000-0001-5081-3569"},"institutions":[{"id":"https://openalex.org/I4210097143","display_name":"Tianjin Research Institute of Electric Science (China)","ror":"https://ror.org/010ryc044","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin He","raw_affiliation_strings":["State grid tianjin electric power research institute, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid tianjin electric power research institute, Tianjin, China","institution_ids":["https://openalex.org/I4210097143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101533879","display_name":"Qiong Fang","orcid":"https://orcid.org/0000-0001-5266-0842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiong Fang","raw_affiliation_strings":["State grid Tianjin electric power company, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid Tianjin electric power company, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041610421","display_name":"Meng Cao","orcid":"https://orcid.org/0000-0002-1008-5509"},"institutions":[{"id":"https://openalex.org/I4210097143","display_name":"Tianjin Research Institute of Electric Science (China)","ror":"https://ror.org/010ryc044","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Cao","raw_affiliation_strings":["State grid tianjin electric power research institute, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid tianjin electric power research institute, Tianjin, China","institution_ids":["https://openalex.org/I4210097143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461464","display_name":"Liming Zhang","orcid":"https://orcid.org/0000-0001-6795-3381"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liming Zhang","raw_affiliation_strings":["State grid Tianjin electric power company, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid Tianjin electric power company, Tianjin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002760323","display_name":"Suya Li","orcid":"https://orcid.org/0000-0002-1388-1308"},"institutions":[{"id":"https://openalex.org/I4210097143","display_name":"Tianjin Research Institute of Electric Science (China)","ror":"https://ror.org/010ryc044","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suya Li","raw_affiliation_strings":["State grid Tianjin electric power research institute, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid Tianjin electric power research institute, Tianjin, China","institution_ids":["https://openalex.org/I4210097143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101632070","display_name":"Bin Wei","orcid":"https://orcid.org/0000-0003-4926-873X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bin Wei","raw_affiliation_strings":["State grid Tianjin electric power company, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"State grid Tianjin electric power company, Tianjin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059179466"],"corresponding_institution_ids":["https://openalex.org/I4210097143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41931385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.994700014591217,"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":0.994700014591217,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.9616948366165161},{"id":"https://openalex.org/keywords/partial-discharge","display_name":"Partial discharge","score":0.9563058614730835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6980406641960144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6874537467956543},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6678406596183777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5808213949203491},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5786855816841125},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5520272850990295},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49648910760879517},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41593456268310547},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3105590045452118},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2143479883670807},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1375967264175415},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.060720860958099365},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.05907481908798218}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.9616948366165161},{"id":"https://openalex.org/C130143024","wikidata":"https://www.wikidata.org/wiki/Q1929972","display_name":"Partial discharge","level":3,"score":0.9563058614730835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6980406641960144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6874537467956543},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6678406596183777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5808213949203491},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5786855816841125},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5520272850990295},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49648910760879517},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41593456268310547},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3105590045452118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2143479883670807},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1375967264175415},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.060720860958099365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.05907481908798218},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3386415.3387012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386415.3387012","pdf_url":null,"source":{"id":"https://openalex.org/S4306523750","display_name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1576462183","https://openalex.org/W2100495367","https://openalex.org/W2324044936","https://openalex.org/W2496306568","https://openalex.org/W3107337657","https://openalex.org/W4253050311"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W2769441402","https://openalex.org/W2594436708","https://openalex.org/W4360994128","https://openalex.org/W3086240734","https://openalex.org/W3030883554","https://openalex.org/W2736305774","https://openalex.org/W2951850672","https://openalex.org/W2789476480","https://openalex.org/W3037110488"],"abstract_inverted_index":{"Since":[0],"partial":[1,51,66,83,122],"discharge":[2,67,84,123],"(PD)":[3],"detection":[4,16],"on":[5,44,62,101],"power":[6],"site":[7],"can":[8,78],"be":[9],"easily":[10],"affected":[11],"by":[12],"various":[13],"disturbances,":[14],"the":[15,28,63,72,90,110],"data":[17,68,85,103],"are":[18,24],"always":[19],"polluted":[20],"with":[21,86,93,120],"noise,":[22,87],"thus":[23],"hardly":[25],"to":[26],"extract":[27,79],"obvious":[29],"features":[30],"for":[31,50],"traditional":[32],"recognition":[33,91,116],"methods.":[34],"This":[35],"paper":[36],"gives":[37],"a":[38,114],"new":[39],"method":[40,112],"which":[41,58],"is":[42,56,99],"based":[43],"Stacked":[45],"Denoising":[46],"Autoencoder":[47],"Network":[48],"(SDAE)":[49],"discharge.":[52],"An":[53],"SDAE":[54],"model":[55,73,77],"established,":[57],"actively":[59],"add":[60],"noise":[61],"typical":[64],"defect":[65],"from":[69],"experiment":[70,98],"in":[71,118],"training":[74],"process.":[75],"The":[76,105],"deep":[80],"feature":[81],"of":[82],"and":[88],"output":[89],"result":[92],"Softmax":[94],"classifier.":[95],"A":[96],"contrast":[97],"designed":[100],"PD":[102],"substations.":[104],"experimental":[106],"results":[107],"show":[108],"that":[109],"presented":[111],"has":[113],"higher":[115],"rate":[117],"dealing":[119],"noising":[121],"data.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}