{"id":"https://openalex.org/W4411688284","doi":"https://doi.org/10.1109/tce.2025.3583210","title":"Consumer Safety Monitoring and Early Warning Response System Based on AI Drones for Fire Detection","display_name":"Consumer Safety Monitoring and Early Warning Response System Based on AI Drones for Fire Detection","publication_year":2025,"publication_date":"2025-06-26","ids":{"openalex":"https://openalex.org/W4411688284","doi":"https://doi.org/10.1109/tce.2025.3583210"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3583210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3583210","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","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":"https://openalex.org/A5118648653","display_name":"Qichao Zhaoa","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qichao Zhao","raw_affiliation_strings":["Department of Creation, Science and Information, Puiva School, Macau, China","Department of Creation, Science and Information Puiva School Macao, China"],"raw_orcid":"https://orcid.org/0009-0000-6728-5272","affiliations":[{"raw_affiliation_string":"Department of Creation, Science and Information, Puiva School, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Creation, Science and Information Puiva School Macao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118648654","display_name":"Marco Anok Wonga","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Marco Anok Wong","raw_affiliation_strings":["Department of Creation, Science and Information, Puiva School, Macau, China","Department of Creation, Science and Information Puiva School Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Creation, Science and Information, Puiva School, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Creation, Science and Information Puiva School Macao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118648655","display_name":"Kalon Lama","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Kalon Lam","raw_affiliation_strings":["Department of Creation, Science and Information, Puiva School, Macau, China","Department of Creation, Science and Information Puiva School Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Creation, Science and Information, Puiva School, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Creation, Science and Information Puiva School Macao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118648656","display_name":"Wei Xua","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["Department of Creation, Science and Information, Puiva School, Macau, China","Department of Creation, Science and Information Puiva School Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Creation, Science and Information, Puiva School, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Creation, Science and Information Puiva School Macao, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118648657","display_name":"Hou Chana","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Hou Chan","raw_affiliation_strings":["Department of Creation, Science and Information, Puiva School, Macau, China","Department of Creation, Science and Information Puiva School Macao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Creation, Science and Information, Puiva School, Macau, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Creation, Science and Information Puiva School Macao, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204512498"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15446962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"3","first_page":"8521","last_page":"8532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9124000072479248,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/drone","display_name":"Drone","score":0.6690946221351624},{"id":"https://openalex.org/keywords/fire-detection","display_name":"Fire detection","score":0.550722062587738},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.5048702359199524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4505945146083832},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3955360949039459},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38282373547554016},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.344571590423584},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2538738250732422},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.131113201379776}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.6690946221351624},{"id":"https://openalex.org/C2780836893","wikidata":"https://www.wikidata.org/wiki/Q19922674","display_name":"Fire detection","level":2,"score":0.550722062587738},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.5048702359199524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4505945146083832},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3955360949039459},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38282373547554016},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.344571590423584},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2538738250732422},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.131113201379776},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3583210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3583210","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G5837732990","display_name":null,"funder_award_id":"0010/2021/ITP","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G6165463550","display_name":null,"funder_award_id":"0010/2025/ITP1","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G8180860859","display_name":null,"funder_award_id":"61203069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1986829336","https://openalex.org/W2000593110","https://openalex.org/W2076600939","https://openalex.org/W2082990851","https://openalex.org/W2980313286","https://openalex.org/W2982151979","https://openalex.org/W3020703583","https://openalex.org/W3036177458","https://openalex.org/W3160043254","https://openalex.org/W3216132479","https://openalex.org/W4210704852","https://openalex.org/W4210947675","https://openalex.org/W4309579721","https://openalex.org/W4323285593","https://openalex.org/W4392309193","https://openalex.org/W4392699928","https://openalex.org/W4396567560","https://openalex.org/W4396929807","https://openalex.org/W4400046618","https://openalex.org/W4401907589","https://openalex.org/W4402187332","https://openalex.org/W4402518287","https://openalex.org/W4402557505","https://openalex.org/W4403332121","https://openalex.org/W4404035349","https://openalex.org/W4405754868","https://openalex.org/W4406628567","https://openalex.org/W4406730763","https://openalex.org/W4407796363","https://openalex.org/W4408405066","https://openalex.org/W4408708374","https://openalex.org/W4409557359","https://openalex.org/W4410192111","https://openalex.org/W4412449794"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4380608681"],"abstract_inverted_index":{"When":[0],"flames":[1],"start":[2],"in":[3,10,19,179],"residential":[4],"areas,":[5,12],"near":[6],"industrial":[7,203],"sites,":[8],"or":[9],"forested":[11],"everyone\u2019s":[13],"safety":[14,204],"and":[15,24,28,36,51,56,77,84,114,124,140,159,191,206,249],"the":[16,42,97,105,144,156,167,231,244,251],"environment":[17],"are":[18,31,87],"danger.":[20],"A":[21],"coordinated":[22],"smoke":[23,85],"fire":[25,63,83,145,201,208],"monitoring":[26],"strategy":[27],"quick":[29],"response":[30,138],"required":[32],"to":[33,103,143,217,229],"minimize":[34],"damage":[35],"disaster":[37,236],"effects.":[38],"This":[39],"study":[40],"presents":[41],"CSMEWRS":[43],"system,":[44],"which":[45],"stands":[46],"for":[47,61,79,122,162,196],"Consumer":[48],"Safety":[49],"Monitoring":[50],"Early":[52],"Warning":[53],"Response":[54],"System\",":[55],"has":[57,171],"been":[58],"developed":[59],"explicitly":[60],"drone":[62],"detection.":[64],"Specifically,":[65],"we\u2019re":[66],"looking":[67],"at":[68,130],"AI-enabled":[69],"drones":[70,117,239],"with":[71,241],"thermal":[72],"imaging":[73],"cameras,":[74],"many":[75],"sensors,":[76,110],"algorithms":[78],"deep":[80],"learning.":[81],"Real-time":[82],"detection":[86,187],"accomplished":[88],"via":[89],"custom":[90],"built":[91],"CNN":[92],"based":[93],"image":[94],"detectors.":[95],"At":[96],"same":[98],"time,":[99],"RNN":[100],"is":[101,151],"used":[102],"analyze":[104],"data":[106],"collected":[107],"from":[108,166],"environmental":[109],"including":[111,199],"air":[112],"quality":[113],"temperature.":[115],"The":[116,133,169,210],"fly":[118],"over":[119],"high-risk":[120],"areas":[121],"wildfires":[123],"keep":[125],"an":[126],"eye":[127],"on":[128],"them":[129],"all":[131],"times.":[132],"AI":[134,242],"will":[135],"immediately":[136],"notify":[137],"teams":[139],"send":[141],"troops":[142],"scene":[146],"as":[147,149],"soon":[148],"it":[150,184,194],"detected.":[152],"Accurate":[153],"information":[154],"regarding":[155],"fire\u2019s":[157],"location":[158],"severity":[160],"allows":[161],"a":[163,227,234],"quicker":[164],"reaction":[165],"team.":[168],"system":[170],"demonstrated":[172],"remarkable":[173],"effectiveness":[174],"across":[175],"various":[176],"situations,":[177],"particularly":[178],"outside":[180],"mobility":[181],"settings":[182],"where":[183],"achieves":[185],"high":[186],"rates.":[188],"Its":[189],"versatility":[190],"scalability":[192],"make":[193],"ideal":[195],"multiple":[197],"uses,":[198],"forest":[200],"prevention,":[202],"monitoring,":[205],"home":[207],"prevention.":[209],"technology":[211],"above":[212],"outperforms":[213],"traditional":[214],"approaches":[215],"thanks":[216],"its":[218],"superior":[219],"early":[220],"warning":[221],"capabilities.":[222],"Similarly,":[223],"our":[224],"work":[225],"offers":[226],"chance":[228],"lessen":[230],"impact":[232],"of":[233],"major":[235],"by":[237],"incorporating":[238],"equipped":[240],"into":[243],"relief":[245],"effort":[246],"before,":[247],"during,":[248],"after":[250],"event.":[252]},"counts_by_year":[],"updated_date":"2025-11-12T23:11:45.498971","created_date":"2025-06-27T00:00:00"}