{"id":"https://openalex.org/W4403134606","doi":"https://doi.org/10.1515/jisys-2024-0076","title":"Traceability and analysis method for measurement laboratory testing data based on intelligent Internet of Things and deep belief network","display_name":"Traceability and analysis method for measurement laboratory testing data based on intelligent Internet of Things and deep belief network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403134606","doi":"https://doi.org/10.1515/jisys-2024-0076"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2024-0076","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2024-0076","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/jisys-2024-0076/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyterbrill.com/document/doi/10.1515/jisys-2024-0076/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081645388","display_name":"Peidong He","orcid":"https://orcid.org/0000-0002-8074-9630"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"PeiDong He","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335660","display_name":"Xiaojun Li","orcid":"https://orcid.org/0000-0002-7526-0558"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XiaoJun Li","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112981312","display_name":"WenQi Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"WenQi Shen","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113114208","display_name":"ShuYu Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ShuYu Deng","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101820538","display_name":"Li Xiao","orcid":"https://orcid.org/0000-0002-5619-4313"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xiao","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113524591","display_name":"Yang Zhang","orcid":"https://orcid.org/0009-0008-6945-834X"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Fan Zhang","raw_affiliation_strings":["State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Sichuan Electric Power Company Marketing Service Center , Chengdu , Sichuan, 610045 , China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":{"value":1500,"currency":"EUR","value_usd":1695},"apc_paid":{"value":1500,"currency":"EUR","value_usd":1695},"fwci":0.2783,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4967943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"33","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.8919000029563904,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.8919000029563904,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8867999911308289,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.8271999955177307,"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/traceability","display_name":"Traceability","score":0.9209790229797363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7347270250320435},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5232095718383789},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.517783522605896},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5135726928710938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.449409157037735},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37276026606559753},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.27854955196380615},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.27317601442337036},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23229944705963135}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.9209790229797363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7347270250320435},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5232095718383789},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.517783522605896},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5135726928710938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.449409157037735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37276026606559753},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27854955196380615},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27317601442337036},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23229944705963135}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2024-0076","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2024-0076","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/jisys-2024-0076/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b2a8183e0b4746a7aaeba8a4f7b0893c","is_oa":false,"landing_page_url":"https://doaj.org/article/b2a8183e0b4746a7aaeba8a4f7b0893c","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 33, Iss 1, Pp 6821-30 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2024-0076","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2024-0076","pdf_url":"https://www.degruyterbrill.com/document/doi/10.1515/jisys-2024-0076/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"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 Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325889","display_name":"State Grid Sichuan Electric Power Corporation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403134606.pdf","grobid_xml":"https://content.openalex.org/works/W4403134606.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2911416839","https://openalex.org/W3012527681","https://openalex.org/W3033621544","https://openalex.org/W3088695462","https://openalex.org/W3093626131","https://openalex.org/W3109905846","https://openalex.org/W3133711724","https://openalex.org/W3144393767","https://openalex.org/W4200184724","https://openalex.org/W4210679655","https://openalex.org/W4225933679","https://openalex.org/W4229448891","https://openalex.org/W4282963401","https://openalex.org/W4283268946","https://openalex.org/W4283706317","https://openalex.org/W4285095729","https://openalex.org/W4289792885","https://openalex.org/W4292866493","https://openalex.org/W4293027890","https://openalex.org/W4307252362","https://openalex.org/W4310230941","https://openalex.org/W4311220121","https://openalex.org/W4312198201","https://openalex.org/W4318832288","https://openalex.org/W4319228309","https://openalex.org/W4320015750","https://openalex.org/W4320731741","https://openalex.org/W4322494910","https://openalex.org/W4322704132","https://openalex.org/W4362500969"],"related_works":["https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W1482465488","https://openalex.org/W2052375654","https://openalex.org/W2376767034","https://openalex.org/W2350918606","https://openalex.org/W2379549210","https://openalex.org/W4285661598","https://openalex.org/W4313352246"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"traceability":[2,145,164],"and":[3,19,40,123,137,158,166,171],"analysis":[4,51],"method":[5,154],"for":[6,53,87],"measurement":[7,37],"laboratory":[8,56],"testing":[9,38],"data":[10,39,50,91,99],"based":[11,59],"on":[12,60,83,148],"the":[13,28,44,54,68,77,84,89,96,101,113,124,132,138,149,152,159,178,182],"intelligent":[14,62],"Internet":[15],"of":[16,30,46,65,100,126,181],"Things":[17],"(IoT)":[18],"deep":[20],"belief":[21],"network":[22],"(DBN)":[23],"is":[24,57,73,81,110,128,155],"proposed":[25,153],"to":[26,75,94,116,143],"address":[27],"issue":[29],"low":[31],"accuracy":[32,165],"in":[33,36,42,112],"identifying":[34,43],"anomalies":[35,127],"difficulty":[41],"causes":[45],"anomalies.":[47],"First,":[48],"a":[49,105],"system":[52],"metrology":[55,102,183],"designed":[58],"an":[61],"IoT":[63],"architecture":[64],"\u201ccloud-management-edge-end.\u201d":[66],"Then,":[67],"Gaussian":[69],"Bernoulli-Restricted":[70],"Boltzmann":[71],"machine":[72],"introduced":[74],"improve":[76],"DBN":[78],"model,":[79],"which":[80,175],"deployed":[82],"edge":[85],"side":[86],"learning":[88],"ledger":[90],"sample":[92],"library":[93],"determine":[95],"anomaly":[97],"detection":[98,179],"device.":[103],"Finally,":[104],"stacked":[106],"denoising":[107],"autoencoder":[108],"model":[109],"used":[111],"cloud":[114],"center":[115],"extract":[117],"historical":[118],"electricity":[119],"consumption":[120,168],"curve":[121,142],"features,":[122],"cause":[125],"determined":[129],"by":[130],"calculating":[131],"cosine":[133],"similarity":[134],"between":[135],"it":[136],"target":[139],"device":[140],"feature":[141],"complete":[144],"analysis.":[146],"Based":[147],"selected":[150],"dataset,":[151],"experimentally":[156],"demonstrated,":[157],"results":[160],"show":[161],"that":[162],"its":[163],"time":[167],"are":[169],"88.72%":[170],"3.949":[172],"s,":[173],"respectively,":[174],"can":[176],"meet":[177],"requirements":[180],"laboratory.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2024-10-05T00:00:00"}
