{"id":"https://openalex.org/W7161595923","doi":"https://doi.org/10.31449/inf.v50i13.11605","title":"Design and Edge-Enabled Implementation of Smart Acousto-Optic Safety Wearables for Power IoT Environments","display_name":"Design and Edge-Enabled Implementation of Smart Acousto-Optic Safety Wearables for Power IoT Environments","publication_year":2026,"publication_date":"2026-05-18","ids":{"openalex":"https://openalex.org/W7161595923","doi":"https://doi.org/10.31449/inf.v50i13.11605"},"language":null,"primary_location":{"id":"doi:10.31449/inf.v50i13.11605","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.11605","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.31449/inf.v50i13.11605","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101588310","display_name":"Xi Fang","orcid":"https://orcid.org/0000-0003-2835-5105"},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]},{"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":"Xi Fang","raw_affiliation_strings":["Tongren Power Supply Bureau of Guizhou Power Grid Co. LTD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tongren Power Supply Bureau of Guizhou Power Grid Co. LTD","institution_ids":["https://openalex.org/I4210145500","https://openalex.org/I867306930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136377694","display_name":"Ying Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136389016","display_name":"Jialong Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jialong Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136368443","display_name":"Jing Lv","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Lv","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136403043","display_name":". Galvin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":". Galvin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"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":0.51631401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"13","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.09179999679327011,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.09179999679327011,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.048700001090765,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12737","display_name":"Electrical Fault Detection and Protection","score":0.0414000004529953,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.573199987411499},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5615000128746033},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5048999786376953},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4668999910354614},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4569000005722046},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43160000443458557},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.33809998631477356},{"id":"https://openalex.org/keywords/electric-power","display_name":"Electric power","score":0.3377000093460083},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.32690000534057617},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.326200008392334}],"concepts":[{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.573199987411499},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5615000128746033},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5048999786376953},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5002999901771545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49889999628067017},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4668999910354614},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4569000005722046},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4332999885082245},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43160000443458557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3878999948501587},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.3377000093460083},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.326200008392334},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.31189998984336853},{"id":"https://openalex.org/C557691694","wikidata":"https://www.wikidata.org/wiki/Q185091","display_name":"Remote control","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.29179999232292175},{"id":"https://openalex.org/C2776179734","wikidata":"https://www.wikidata.org/wiki/Q7398668","display_name":"Safety standards","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C125209513","wikidata":"https://www.wikidata.org/wiki/Q4037520","display_name":"Doors","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C132835097","wikidata":"https://www.wikidata.org/wiki/Q7663745","display_name":"System safety","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2775000035762787},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C204222849","wikidata":"https://www.wikidata.org/wiki/Q104954","display_name":"Radio-frequency identification","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2720000147819519},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2558000087738037},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31449/inf.v50i13.11605","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.11605","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31449/inf.v50i13.11605","is_oa":true,"landing_page_url":"https://doi.org/10.31449/inf.v50i13.11605","pdf_url":null,"source":{"id":"https://openalex.org/S4210173311","display_name":"Informatica","issn_l":"0350-5596","issn":["0350-5596","1854-3871"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310314525","host_organization_name":"Slovenian Society Informatika","host_organization_lineage":["https://openalex.org/P4310314525"],"host_organization_lineage_names":["Slovenian Society Informatika"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,5,10,42,63,119,138,153,160,168,223,252,256,291,300],"rapid":[2],"development":[3],"of":[4,8,66,111,238,272,294,304],"power":[6,15,64,305],"Internet":[7,65],"Things,":[9],"safety":[11,43,270,301],"risks":[12],"faced":[13],"by":[14,212,284],"facility":[16],"maintenance":[17,275,306],"personnel,":[18],"such":[19,261],"as":[20,262],"high-voltage":[21,194],"electric":[22],"shock,":[23],"equipment":[24],"failure,":[25],"and":[26,57,77,96,108,125,128,134,167,191,199,206,222,231,265,274,279,286,308,312],"severe":[27],"weather,":[28],"have":[29],"become":[30],"increasingly":[31],"prominent.":[32],"Traditional":[33],"protective":[34],"measures":[35],"are":[36],"no":[37],"longer":[38],"able":[39],"to":[40,82,105],"meet":[41],"needs":[44],"in":[45,180,258,298],"complex":[46],"environments.":[47],"To":[48,143],"this":[49,51,147],"end,":[50],"article":[52],"designs":[53],"an":[54,123,192],"intelligent":[55,79,295],"sound":[56],"light":[58,200],"alarm":[59,232,267],"workwear":[60,69],"based":[61,243],"on":[62,244],"Things.":[67],"The":[68,176,203,248,269],"integrates":[70],"infrared":[71],"detection,":[72],"microwave":[73],"perception,":[74],"video":[75],"monitoring,":[76],"AI":[78,98,240],"recognition":[80,224],"technology":[81,99],"build":[83],"a":[84,115,184],"comprehensive":[85],"monitoring":[86],"system.":[87],"Real":[88],"time":[89],"data":[90,218],"is":[91,100,117],"collected":[92],"from":[93],"multiple":[94],"sensors,":[95],"edge":[97,165,174,239],"used":[101],"for":[102],"localized":[103],"analysis":[104],"achieve":[106],"active":[107],"accurate":[109],"identification":[110],"dangerous":[112],"behaviors.":[113],"Once":[114],"risk":[116],"detected,":[118],"system":[120],"automatically":[121],"triggers":[122],"audible":[124],"visual":[126],"alarm,":[127],"supports":[129],"dual":[130],"mode":[131],"operation":[132,273],"day":[133],"night,":[135],"significantly":[136],"improving":[137,299],"night":[139],"work":[140,296],"protection":[141,302],"capability.":[142],"verify":[144],"its":[145],"effectiveness,":[146],"study":[148],"designed":[149],"three":[150],"control":[151],"experiments:":[152],"basic":[154],"group":[155,162,170,254],"(only":[156],"electrical":[157],"sensors+threshold":[158],"alarm),":[159],"advanced":[161],"(multi-sensor+basic":[163],"fusion+simplified":[164],"AI),":[166],"experimental":[169,253],"(multi-dimensional":[171],"sensors+deep":[172],"fusion+complete":[173],"AI).":[175],"experiment":[177],"was":[178,282],"conducted":[179],"two":[181],"typical":[182],"scenarios:":[183],"729kW":[185],"factory":[186],"area":[187,196],"(strong":[188],"electromagnetic":[189],"environment)":[190],"outdoor":[193],"inspection":[195],"(temperature,":[197],"humidity,":[198],"gradient":[201],"changes).":[202],"sensor":[204],"complementarity":[205],"blind":[207],"spot":[208],"coverage":[209],"were":[210,241],"verified":[211],"synchronously":[213],"collecting":[214],"100":[215],"operating":[216],"condition":[217],"(including":[219],"50":[220],"anomalies),":[221],"accuracy,":[225],"local":[226],"calculation":[227],"proportion":[228],"(\u2265":[229],"80%),":[230],"delay":[233],"(timing":[234],"error":[235],"\u2264":[236],"0.01s)":[237],"tested":[242],"1500":[245],"standard":[246],"datasets.":[247],"results":[249],"showed":[250],"that":[251],"performed":[255],"best":[257],"key":[259],"indicators":[260],"detection":[263],"accuracy":[264],"false":[266],"rate.":[268],"level":[271],"personnel":[276,307],"during":[277],"daytime":[278],"nighttime":[280],"operations":[281],"improved":[283],"30%":[285],"40%":[287],"respectively,":[288],"effectively":[289],"verifying":[290],"significant":[292],"effectiveness":[293],"clothes":[297],"ability":[303],"having":[309],"good":[310],"promotion":[311],"application":[313],"value.":[314]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-05-19T00:00:00"}