{"id":"https://openalex.org/W4292382915","doi":"https://doi.org/10.1145/3546000.3546022","title":"Explore Deep Feature Learning to Power Equipment Monitoring and Defect Detection","display_name":"Explore Deep Feature Learning to Power Equipment Monitoring and Defect Detection","publication_year":2022,"publication_date":"2022-06-23","ids":{"openalex":"https://openalex.org/W4292382915","doi":"https://doi.org/10.1145/3546000.3546022"},"language":"en","primary_location":{"id":"doi:10.1145/3546000.3546022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546000.3546022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on High Performance Compilation, Computing and Communications","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/A5101154055","display_name":"Xiaoxiong Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaoxiong Lu","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436775","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-6215-0237"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101570372","display_name":"Kaihua Chen","orcid":"https://orcid.org/0009-0006-9726-2251"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaihua Chen","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069725646","display_name":"Mini Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mini Wu","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018982229","display_name":"Qingxue Li","orcid":"https://orcid.org/0000-0002-7766-6009"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qingxue Li","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113757593","display_name":"Xiaomeng Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaomeng Yu","raw_affiliation_strings":["Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China"],"affiliations":[{"raw_affiliation_string":"Marketing technology Center, State Grid Zhejiang Electric Power Company,Ltd. Hangzhou Power Supply Company, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101154055"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13493114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9932000041007996,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9836000204086304,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9592000246047974,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.742717981338501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6787542104721069},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6374782919883728},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6199668645858765},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.5839475393295288},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5497211217880249},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4850468039512634},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4658316969871521},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4506882429122925},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3701348900794983},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.339984655380249},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20080336928367615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742717981338501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6787542104721069},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6374782919883728},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6199668645858765},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.5839475393295288},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5497211217880249},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4850468039512634},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4658316969871521},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4506882429122925},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3701348900794983},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.339984655380249},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20080336928367615},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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:10.1145/3546000.3546022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546000.3546022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on High Performance Compilation, Computing and Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W2031740014","https://openalex.org/W2037594984","https://openalex.org/W2067921679","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2112796928","https://openalex.org/W2125853969","https://openalex.org/W2138825996","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2477566801","https://openalex.org/W2618530766","https://openalex.org/W2801907099","https://openalex.org/W2903056424","https://openalex.org/W2963037989","https://openalex.org/W3018757597","https://openalex.org/W3106250896","https://openalex.org/W3127317646","https://openalex.org/W3139079084","https://openalex.org/W4229984944","https://openalex.org/W4242237108","https://openalex.org/W6687483927"],"related_works":["https://openalex.org/W2384104878","https://openalex.org/W2360352189","https://openalex.org/W2054457760","https://openalex.org/W2351145417","https://openalex.org/W4288765096","https://openalex.org/W2082239223","https://openalex.org/W4382774707","https://openalex.org/W2377181419","https://openalex.org/W2366499250","https://openalex.org/W4210889285"],"abstract_inverted_index":{"The":[0,73],"research":[1],"of":[2,23,39,66,71,120,126,133,139,168],"power":[3,30,40,115,169],"equipment":[4,31,42,171],"defect":[5,32,36,80,127,141,160],"detection":[6,33,37,81,161],"based":[7,43],"on":[8,44,94],"image":[9,45],"feature":[10,57],"has":[11],"become":[12],"a":[13,35],"hot":[14],"issue":[15],"nowadays.":[16],"In":[17,107],"order":[18,111],"to":[19,112],"solve":[20],"the":[21,55,63,79,88,95,104,108,114,124,131,140,155,165],"problems":[22],"low":[24],"efficiency":[25],"and":[26,61,78,117,163],"accuracy":[27],"in":[28,50,69,85,110,123],"traditional":[29],"methods,":[34],"method":[38,157],"metering":[41,170],"deep":[46,56,97],"learning":[47,58],"is":[48,83],"proposed":[49,156],"this":[51],"work.":[52],"We":[53],"train":[54],"network":[59,67,98],"model":[60],"obtain":[62],"optimal":[64],"solution":[65],"weights":[68],"right":[70],"training.":[72],"association":[74],"rules":[75],"are":[76,101],"designed":[77,84,96],"mechanism":[82],"combination":[86],"with":[87,103],"collected":[89],"meter":[90],"reading":[91],"dataset.":[92],"Based":[93],"model,":[99],"defects":[100],"identified":[102],"preprocessed":[105],"images.":[106,150],"meantime,":[109],"reduce":[113],"consumption":[116],"time":[118],"delay":[119],"data":[121],"transmission":[122],"process":[125],"recognition,":[128],"we":[129],"introduce":[130],"idea":[132],"edge":[134],"computing,":[135],"so":[136],"that":[137,154],"part":[138],"recognition":[142],"tasks":[143],"can":[144,158],"realize":[145],"end-to-end":[146],"intelligence":[147],"while":[148],"taking":[149],"Experimental":[151],"results":[152],"show":[153],"improve":[159],"capability":[162],"guarantee":[164],"normal":[166],"operation":[167],"largely.":[172]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
