{"id":"https://openalex.org/W7151896226","doi":"https://doi.org/10.1016/j.softx.2026.102633","title":"Multi-agent home energy management assistant (HEMA)","display_name":"Multi-agent home energy management assistant (HEMA)","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7151896226","doi":"https://doi.org/10.1016/j.softx.2026.102633"},"language":"en","primary_location":{"id":"doi:10.1016/j.softx.2026.102633","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2026.102633","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.softx.2026.102633","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133165175","display_name":"Wooyoung Jung","orcid":"https://orcid.org/0000-0003-2746-4983"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wooyoung Jung","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2746-4983","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5133165175"],"corresponding_institution_ids":[],"apc_list":{"value":500,"currency":"USD","value_usd":500},"apc_paid":{"value":500,"currency":"USD","value_usd":500},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79266108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":null,"first_page":"102633","last_page":"102633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.121799997985363,"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":0.121799997985363,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.09080000221729279,"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"}},{"id":"https://openalex.org/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.04639999940991402,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/energy-management","display_name":"Energy management","score":0.515500009059906},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3846000134944916},{"id":"https://openalex.org/keywords/management-system","display_name":"Management system","score":0.30079999566078186},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.28220000863075256},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.27720001339912415}],"concepts":[{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.515500009059906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5022000074386597},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3783000111579895},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.37549999356269836},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3314000070095062},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2973000109195709},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.29339998960494995},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.28940001130104065},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2563000023365021},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.25440001487731934}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.softx.2026.102633","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2026.102633","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2602.15219","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2602.15219","pdf_url":"https://arxiv.org/pdf/2602.15219","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1016/j.softx.2026.102633","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2026.102633","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8093549609184265,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2309225173","https://openalex.org/W2748923504","https://openalex.org/W2864256422","https://openalex.org/W4401027375","https://openalex.org/W4405533203","https://openalex.org/W4412081954","https://openalex.org/W4414396579"],"related_works":[],"abstract_inverted_index":{"Existing":[0],"home":[1,54],"energy":[2,11,55,61,143,196],"management":[3,56,123],"systems":[4],"conceptualize":[5],"occupants":[6],"as":[7,214,223],"passive":[8],"recipients":[9],"of":[10],"information":[12],"and":[13,24,63,95,110,116,119,124,147,173,182,206,222],"control,":[14],"which":[15],"limits":[16],"their":[17],"ability":[18],"to":[19,66],"effectively":[20],"support":[21,65],"informed":[22,204],"decision-making":[23,205],"sustained":[25,41],"engagement.":[26],"This":[27,139],"paper":[28],"presents":[29],"Home":[30],"Energy":[31],"Management":[32],"Assistant":[33],"(HEMA),":[34],"the":[35],"first":[36],"open-source,":[37],"multi-agent":[38,97],"system":[39,100,174],"enabling":[40],"human-AI":[42],"collaboration":[43],"-":[44,51,59,105,126],"multi-turn":[45],"conversational":[46,89],"interactions":[47],"with":[48,78,162],"preserved":[49],"context":[50],"across":[52,166,179],"diverse":[53,180],"(HEM)":[57],"tasks":[58],"from":[60],"analysis":[62],"educational":[64],"smart":[67],"device":[68,122,149],"control.":[69,150],"HEMA":[70,151,202],"combines":[71],"large":[72],"language":[73],"model":[74],"(LLM)":[75],"reasoning":[76],"capabilities":[77],"36":[79],"purpose-built":[80],"domain-specific":[81],"tools":[82],"through":[83,128],"a":[84,87,91,96,129,154,215,224],"three-layer":[85],"architecture:":[86],"web-based":[88],"interface,":[90],"backend":[92],"API":[93],"server,":[94],"system.":[98],"The":[99],"features":[101],"three":[102],"specialized":[103],"agents":[104],"Analysis":[106],"(energy":[107],"consumption":[108,197],"patterns":[109],"cost":[111],"optimization),":[112],"Knowledge":[113],"(educational":[114],"queries":[115,135],"rebate":[117],"information),":[118],"Control":[120],"(smart":[121],"scheduling)":[125],"coordinated":[127],"self-consistency":[130],"classifier":[131],"that":[132],"routes":[133],"user":[134,183],"using":[136,158,193],"chain-of-thought":[137],"reasoning.":[138],"architecture":[140],"enables":[141],"various":[142],"analyses,":[144],"adaptive":[145],"explanations,":[146],"streamlined":[148],"also":[152],"includes":[153],"comprehensive":[155],"evaluation":[156],"framework":[157],"an":[159],"LLM-as-simulated-user":[160],"methodology":[161],"23":[163],"objective":[164],"metrics":[165],"task":[167],"performance,":[168],"factual":[169],"accuracy,":[170],"interaction":[171],"quality,":[172],"efficiency,":[175],"allowing":[176],"systematic":[177],"testing":[178],"scenarios":[181],"personas":[184],"without":[185],"requiring":[186],"extensive":[187],"human":[188],"subject":[189],"testing.":[190],"Through":[191],"demonstrations":[192],"real-world":[194],"household":[195],"data,":[198],"we":[199],"show":[200],"how":[201],"supports":[203],"active":[207],"engagement":[208],"in":[209],"HEM,":[210],"highlighting":[211],"its":[212],"potential":[213],"user-friendly,":[216],"adaptable":[217],"tool":[218],"for":[219,227],"residential":[220],"deployment":[221],"research":[225],"platform":[226],"HEM":[228],"innovation.":[229]},"counts_by_year":[],"updated_date":"2026-04-09T06:13:59.934233","created_date":"2026-04-09T00:00:00"}