{"id":"https://openalex.org/W7119020074","doi":"https://doi.org/10.1109/indin64977.2025.11279014","title":"Smart Home Electricity Dynamics Prediction and Collaborative Warning Mechanism Based on Multi-source Heterogeneous Data Fusion","display_name":"Smart Home Electricity Dynamics Prediction and Collaborative Warning Mechanism Based on Multi-source Heterogeneous Data Fusion","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7119020074","doi":"https://doi.org/10.1109/indin64977.2025.11279014"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11279014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000223441","display_name":"Zuowei Chen","orcid":"https://orcid.org/0009-0007-7261-0202"},"institutions":[{"id":"https://openalex.org/I2801045807","display_name":"Shenzhen Stock Exchange","ror":"https://ror.org/058h0n244","country_code":"CN","type":"other","lineage":["https://openalex.org/I2801045807"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuowei Chen","raw_affiliation_strings":["Shenzhen Power Supply Bureau Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Power Supply Bureau Co., Ltd","institution_ids":["https://openalex.org/I2801045807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122061199","display_name":"HongHao Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I2801045807","display_name":"Shenzhen Stock Exchange","ror":"https://ror.org/058h0n244","country_code":"CN","type":"other","lineage":["https://openalex.org/I2801045807"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"HongHao Liang","raw_affiliation_strings":["Shenzhen Power Supply Bureau Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Power Supply Bureau Co., Ltd","institution_ids":["https://openalex.org/I2801045807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029809569","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0002-3566-8612"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["School of Cyber Engineering of Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering of Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122272977","display_name":"Qian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["School of Cyber Engineering of Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering of Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122138999","display_name":"Tianyi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Zhang","raw_affiliation_strings":["School of Cyber Engineering of Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering of Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122045456","display_name":"Hao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Cyber Engineering of Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering of Xidian University","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122290564","display_name":"Lin Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Lin","raw_affiliation_strings":["School of Cyber Engineering of Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering of Xidian University","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.2524000108242035,"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/T10603","display_name":"Smart Grid Energy Management","score":0.2524000108242035,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.16760000586509705,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.042899999767541885,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/sensor-fusion","display_name":"Sensor fusion","score":0.4810999929904938},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.47859999537467957},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4747999906539917},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.47290000319480896},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4699999988079071},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.46700000762939453},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45579999685287476},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4350000023841858},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42559999227523804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879000067710876},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4810999929904938},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.47859999537467957},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4747999906539917},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.47290000319480896},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4699999988079071},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45579999685287476},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4350000023841858},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42559999227523804},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4036000072956085},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3628000020980835},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3343000113964081},{"id":"https://openalex.org/C173414695","wikidata":"https://www.wikidata.org/wiki/Q5510276","display_name":"Fusion mechanism","level":4,"score":0.321399986743927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C2776854237","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information sharing","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2955000102519989},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2924000024795532},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.25859999656677246},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2517000138759613},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11279014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9023944139480591,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1479651931","https://openalex.org/W1994042232","https://openalex.org/W2156636680","https://openalex.org/W2313169588","https://openalex.org/W2594434602","https://openalex.org/W2601171548","https://openalex.org/W2605614336","https://openalex.org/W2809417902","https://openalex.org/W3040266635","https://openalex.org/W3086638135","https://openalex.org/W4403422568","https://openalex.org/W4407449740"],"related_works":[],"abstract_inverted_index":{"The":[0,146],"dual":[1],"carbon":[2],"strategy":[3],"has":[4],"created":[5],"unprecedented":[6],"challenges":[7],"for":[8],"home":[9],"energy":[10,74,101],"efficiency":[11],"management.":[12],"Current":[13],"warning":[14],"systems":[15],"struggle":[16],"with":[17,28,63],"modern":[18],"requirements,":[19],"necessitating":[20],"an":[21],"approach":[22,152],"that":[23],"combines":[24],"varied":[25],"data":[26],"sources":[27],"advanced":[29],"AI.":[30],"Our":[31],"work":[32],"presents":[33],"a":[34,46,52,104],"framework":[35],"merging":[36],"\"Spatiotemporal":[37],"Graph":[38],"Meta-learning":[39],"+":[40],"Generative":[41],"Adversarial":[42],"Detection\"":[43],"built":[44],"on":[45,169],"multi-agent":[47],"architecture.":[48],"At":[49],"its":[50],"core,":[51],"Data":[53],"Coordination":[54],"Agent":[55,86,123,134],"fuses":[56],"static":[57],"knowledge":[58],"(device":[59],"topologies,":[60],"user":[61],"behaviors)":[62],"dynamic":[64],"network":[65],"information":[66,114],"(weather":[67],"patterns,":[68],"electricity":[69],"pricing)":[70],"to":[71,99,142,160],"build":[72],"comprehensive":[73],"consumption":[75],"networks.":[76],"Working":[77],"together,":[78],"three":[79],"specialized":[80],"agents":[81],"form":[82],"our":[83,120,132],"Model":[84],"Collaboration":[85],"Group:":[87],"one":[88],"handling":[89],"spatiotemporal":[90],"analysis":[91,148],"through":[92],"graph":[93],"reasoning,":[94],"another":[95],"enabling":[96],"quick":[97],"adaptation":[98,159],"personal":[100],"habits,":[102],"and":[103,116,139,163],"third":[105],"detecting":[106],"anomalies":[107],"without":[108,167],"supervision.":[109],"These":[110],"collaborate":[111],"via":[112],"robust":[113],"sharing":[115],"decision":[117],"coordination.":[118],"Downstream,":[119],"Task":[121],"Execution":[122],"Group":[124,135],"transforms":[125],"model":[126],"insights":[127],"into":[128],"practical":[129],"actions,":[130],"while":[131],"Warning":[133],"employs":[136],"continuous":[137],"monitoring":[138],"signal":[140],"coordination":[141],"minimize":[143],"false":[144,165],"alarms.":[145],"theoretical":[147],"demonstrated":[149],"how":[150],"this":[151],"substantially":[153],"improves":[154],"prediction":[155],"performance,":[156],"speeds":[157],"up":[158],"new":[161],"users,":[162],"reduces":[164],"warnings":[166],"depending":[168],"rigid":[170],"thresholds.":[171]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-08T00:00:00"}
