{"id":"https://openalex.org/W4415176299","doi":"https://doi.org/10.1142/s0218126626500143","title":"A Wearable Device-Based Proactive Warning System for Smart Grid Substations Using Fuzzy Neural Networks","display_name":"A Wearable Device-Based Proactive Warning System for Smart Grid Substations Using Fuzzy Neural Networks","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4415176299","doi":"https://doi.org/10.1142/s0218126626500143"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126626500143","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126626500143","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-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":null,"display_name":"Liping Zhao","orcid":"https://orcid.org/0009-0000-0066-9503"},"institutions":[{"id":"https://openalex.org/I4210164787","display_name":"Puyang Vocational and Technical College","ror":"https://ror.org/05t1wae93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164787"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Zhao","raw_affiliation_strings":["Puyang Institute of Technology, Henan University, Puyang 457000, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0009-0000-0066-9503","affiliations":[{"raw_affiliation_string":"Puyang Institute of Technology, Henan University, Puyang 457000, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210164787"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Degang Wu","orcid":"https://orcid.org/0009-0008-8443-0273"},"institutions":[{"id":"https://openalex.org/I4210164787","display_name":"Puyang Vocational and Technical College","ror":"https://ror.org/05t1wae93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164787"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Degang Wu","raw_affiliation_strings":["Puyang Institute of Technology, Henan University, Puyang 457000, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0009-0008-8443-0273","affiliations":[{"raw_affiliation_string":"Puyang Institute of Technology, Henan University, Puyang 457000, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210164787"]}]},{"author_position":"last","author":{"id":null,"display_name":"Qianhui Chen","orcid":"https://orcid.org/0000-0001-6201-2355"},"institutions":[{"id":"https://openalex.org/I4210099388","display_name":"Shangqiu Institute of Technology","ror":"https://ror.org/016qtng06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianhui Chen","raw_affiliation_strings":["Mechanical Engineering College, Shangqiu Institute of Technology, Shangqiu 476000, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0001-6201-2355","affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Shangqiu Institute of Technology, Shangqiu 476000, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I4210099388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24111055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"09","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12451","display_name":"Smart Grid and Power Systems","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9501000046730042,"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/warning-system","display_name":"Warning system","score":0.6575999855995178},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6485999822616577},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5627999901771545},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5611000061035156},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47609999775886536},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44780001044273376},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4383000135421753}],"concepts":[{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.6575999855995178},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6485999822616577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5641000270843506},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5627999901771545},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5611000061035156},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47609999775886536},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44780001044273376},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4383000135421753},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39820000529289246},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3212999999523163},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3018999993801117},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.28369998931884766},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C2776544517","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Unexpected events","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126626500143","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126626500143","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2008668719","https://openalex.org/W2089758604","https://openalex.org/W2282472744","https://openalex.org/W2592878160","https://openalex.org/W2803009345","https://openalex.org/W2887082697","https://openalex.org/W2956817960","https://openalex.org/W2969583644","https://openalex.org/W3134560291","https://openalex.org/W3208340928","https://openalex.org/W4246963185","https://openalex.org/W4312052427","https://openalex.org/W4318698616","https://openalex.org/W4318827691","https://openalex.org/W4360994382","https://openalex.org/W4379618495","https://openalex.org/W4382982890","https://openalex.org/W4385300657","https://openalex.org/W4385336207","https://openalex.org/W4385755604","https://openalex.org/W4386482471","https://openalex.org/W4388161337","https://openalex.org/W4388195929","https://openalex.org/W4389077009","https://openalex.org/W4389170038","https://openalex.org/W4389392255","https://openalex.org/W4389633740","https://openalex.org/W4391696925","https://openalex.org/W4392405597","https://openalex.org/W4392911128","https://openalex.org/W4400074177","https://openalex.org/W4400579183","https://openalex.org/W4401070237","https://openalex.org/W4401244789","https://openalex.org/W4401726085","https://openalex.org/W4402248290","https://openalex.org/W4403599283","https://openalex.org/W4403624189","https://openalex.org/W4404341926","https://openalex.org/W4404645715","https://openalex.org/W4405838390"],"related_works":[],"abstract_inverted_index":{"Multidimensional":[0],"monitoring":[1,53,178],"and":[2,18,54,62,101,112,124,128,141,163,179],"proactive":[3,27,180],"warning":[4,28,56,97,108,181],"of":[5,20,110,116],"operational":[6,176],"states":[7],"in":[8,83,96,146,182,193],"smart":[9,183],"grid":[10,21,184],"substations":[11],"are":[12],"essential":[13],"for":[14,144,174,190],"ensuring":[15],"the":[16,90,142,165],"safety":[17],"stability":[19],"operations.":[22],"Here,":[23],"we":[24],"present":[25],"a":[26,31,71,79,84,107,113,187],"model":[29,41,92,105],"with":[30,46],"multidimensional":[32,175],"perspective,":[33],"tailored":[34],"to":[35,50],"address":[36],"differentiated":[37],"business":[38],"requirements.":[39],"The":[40,104],"combines":[42],"flexible":[43],"wearable":[44],"devices":[45],"fuzzy":[47],"neural":[48],"networks":[49],"enable":[51],"intelligent":[52],"early":[55],"by":[57,76],"collecting,":[58],"fusing,":[59],"dynamically":[60],"mapping":[61],"analyzing":[63],"real-time":[64,147],"data":[65,139,156],"from":[66],"substations.":[67],"Experimental":[68],"evaluations":[69],"on":[70,154],"public":[72],"substation":[73,86],"dataset,":[74],"supplemented":[75],"validation":[77],"using":[78],"prototype":[80],"system":[81],"deployed":[82],"real":[85],"environment,":[87],"demonstrate":[88],"that":[89],"proposed":[91],"surpasses":[93],"existing":[94],"platforms":[95],"accuracy,":[98],"response":[99,114],"time":[100,115],"resource":[102],"efficiency.":[103],"achieves":[106],"accuracy":[109],"96.7%":[111],"1.5[Formula:":[117],"see":[118],"text]s,":[119],"while":[120],"maintaining":[121],"strong":[122],"adaptability":[123],"robustness":[125],"under":[126],"diverse":[127],"complex":[129],"conditions.":[130],"Despite":[131],"its":[132],"demonstrated":[133],"effectiveness,":[134],"challenges":[135],"remain,":[136],"including":[137],"limited":[138],"coverage":[140],"need":[143],"optimization":[145],"computational":[148],"capabilities.":[149],"Future":[150],"research":[151,192],"will":[152],"focus":[153],"diversifying":[155],"sources,":[157],"developing":[158],"more":[159],"efficient":[160],"computing":[161],"frameworks":[162],"broadening":[164],"system\u2019s":[166],"applicability.":[167],"This":[168],"study":[169],"provides":[170],"an":[171],"innovative":[172],"solution":[173],"state":[177],"substations,":[185],"offering":[186],"valuable":[188],"reference":[189],"advancing":[191],"this":[194],"domain.":[195]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-15T00:00:00"}