{"id":"https://openalex.org/W4413977975","doi":"https://doi.org/10.1109/access.2025.3606062","title":"Research on Detection Optimization of the 3.0 Base Version of the Metering Automation System Based on Reinforcement Learning Algorithm","display_name":"Research on Detection Optimization of the 3.0 Base Version of the Metering Automation System Based on Reinforcement Learning Algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413977975","doi":"https://doi.org/10.1109/access.2025.3606062"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3606062","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3606062","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3606062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Lukun Zeng","orcid":"https://orcid.org/0009-0001-7282-1727"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Lukun Zeng","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0001-7282-1727","affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110541735","display_name":"Guoying Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Guoying Lin","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078014132","display_name":"Jingxu Yang","orcid":"https://orcid.org/0000-0003-4045-9257"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Jingxu Yang","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783379","display_name":"Guan\u2010Yu Chen","orcid":"https://orcid.org/0000-0002-3443-7943"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Guanyu Chen","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359796","display_name":"Sheng Li","orcid":"https://orcid.org/0000-0001-8845-4362"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Sheng Li","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guobo Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]},{"id":"https://openalex.org/I867306930","display_name":"Power Grid Corporation (India)","ror":"https://ror.org/0136vj189","country_code":"IN","type":"company","lineage":["https://openalex.org/I867306930"]}],"countries":["CN","IN"],"is_corresponding":false,"raw_author_name":"Guobo Liu","raw_affiliation_strings":["CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Digital Power Grid Group Company Ltd., Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]},{"raw_affiliation_string":"CSG Digital Power Grid Group Co., Ltd, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I74872605","https://openalex.org/I867306930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041086930","display_name":"Jingjun Bi","orcid":"https://orcid.org/0000-0003-3802-7690"},"institutions":[{"id":"https://openalex.org/I4210091069","display_name":"Dongfang Electric Corporation (China)","ror":"https://ror.org/00az85j53","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091069"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghu Bi","raw_affiliation_strings":["Yantai Dongfang Wisdom Electric Company Ltd., Yantai, Shandong, China","Yantai Dongfang Wisdom Electric Co., Ltd, Yantai, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yantai Dongfang Wisdom Electric Company Ltd., Yantai, Shandong, China","institution_ids":["https://openalex.org/I4210091069"]},{"raw_affiliation_string":"Yantai Dongfang Wisdom Electric Co., Ltd, Yantai, Shandong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24730301,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"155697","last_page":"155713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.704200029373169,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.704200029373169,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8183937072753906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7162562012672424},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.706485390663147},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.6214738488197327},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5240878462791443},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.523535966873169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4159887731075287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3858873248100281},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16552865505218506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12684863805770874}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8183937072753906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7162562012672424},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.706485390663147},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.6214738488197327},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5240878462791443},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.523535966873169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4159887731075287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3858873248100281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16552865505218506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12684863805770874},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":2,"locations":[{"id":"doi:10.1109/access.2025.3606062","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3606062","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a6f6df79658492487698b6a6fb61d2a","is_oa":true,"landing_page_url":"https://doaj.org/article/2a6f6df79658492487698b6a6fb61d2a","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":"IEEE Access, Vol 13, Pp 155697-155713 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3606062","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3606062","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8114148934","display_name":null,"funder_award_id":"210000KC24060046","funder_id":"https://openalex.org/F4320335967","funder_display_name":"Science and Technology Project of State Grid"}],"funders":[{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2104657103","https://openalex.org/W2963091558","https://openalex.org/W3008026670","https://openalex.org/W3131500599","https://openalex.org/W3160087738","https://openalex.org/W4214493665","https://openalex.org/W4366985305","https://openalex.org/W4367663550","https://openalex.org/W4385245566","https://openalex.org/W4386579875","https://openalex.org/W4400238886","https://openalex.org/W4400833961","https://openalex.org/W4401692201","https://openalex.org/W4402295108","https://openalex.org/W4403447489","https://openalex.org/W4405723632","https://openalex.org/W4405860979","https://openalex.org/W4406849107","https://openalex.org/W4407396671","https://openalex.org/W4408564730","https://openalex.org/W4411046818"],"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":{"In":[0],"response":[1],"to":[2,83,100,139,160],"the":[3,15,53,67,84,94,214],"problems":[4],"of":[5,14,104,169,198,204,220],"low":[6],"detection":[7,19,30,49,105,141,155,176,187,199],"efficiency":[8,156],"and":[9,23,50,79,112,143,171,201],"insufficient":[10],"strategy":[11],"optimization":[12,31,103],"ability":[13],"current":[16],"base":[17,54,223],"version":[18,55],"tools":[20],"in":[21,146,174,180],"dynamic":[22,43,147],"complex":[24],"scenarios,":[25],"this":[26,152],"paper":[27],"proposes":[28],"a":[29,41,62,164,190],"framework":[32],"based":[33,92],"on":[34,93],"deep":[35],"reinforcement":[36,191],"learning.":[37],"Firstly,":[38],"by":[39,157],"constructing":[40],"dual-mode":[42],"testing":[44],"model":[45],"that":[46,151],"integrates":[47,189],"local":[48],"online":[51],"detection,":[52],"quality":[56,142,218],"assessment":[57],"process":[58],"is":[59,98,136,178],"formalized":[60],"as":[61,74],"Markov":[63],"decision":[64,193],"process,":[65],"where":[66],"state":[68],"space":[69],"covers":[70],"key":[71],"indicators":[72],"such":[73],"functional":[75],"integrity,":[76],"interface":[77],"consistency,":[78],"storage":[80],"throughput":[81,129],"(refer":[82],"GB/T":[85],"25000":[86],"standard).":[87],"Secondly,":[88],"an":[89,210],"intelligent":[90],"agent":[91],"Deep":[95],"Q-Network":[96],"(DQN)":[97],"designed":[99],"achieve":[101],"adaptive":[102],"dimension":[106],"selection,":[107],"feature":[108,165],"index":[109,166],"priority":[110],"scheduling,":[111],"test":[113],"case":[114],"generation.":[115],"A":[116],"multi-objective":[117],"hybrid":[118],"reward":[119],"mechanism":[120],"(R":[121],"=":[122],"0.6":[123],"defect":[124],"discovery":[125],"rate":[126,168],"+":[127],"0.3":[128],"gain":[130],"-":[131],"0.1":[132],"*":[133],"time":[134],"cost)":[135],"innovatively":[137],"introduced":[138],"balance":[140],"resource":[144],"consumption":[145],"interaction.":[148],"Experiments":[149],"show":[150],"method":[153],"improves":[154],"37.2%":[158],"compared":[159],"traditional":[161],"schemes,":[162],"with":[163],"coverage":[167],"98.5%,":[170],"its":[172],"robustness":[173],"multi-unit":[175],"scenarios":[177],"verified":[179],"third-party":[181],"testing.":[182],"The":[183],"developed":[184],"microservice":[185],"architecture":[186],"tool":[188],"learning":[192],"interface,":[194],"supporting":[195],"real-time":[196],"visualization":[197],"progress":[200],"automatic":[202],"generation":[203],"electronic":[205],"reports.":[206],"This":[207],"research":[208],"provides":[209],"innovative":[211],"solution":[212],"for":[213],"full":[215],"life":[216],"cycle":[217],"control":[219],"smart":[221],"grid":[222],"versions.":[224]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
