{"id":"https://openalex.org/W7160621684","doi":"https://doi.org/10.5753/jbcs.2026.6008","title":"IoT System for Residential Energy Monitoring and Management: Design and Implementation","display_name":"IoT System for Residential Energy Monitoring and Management: Design and Implementation","publication_year":2026,"publication_date":"2026-05-07","ids":{"openalex":"https://openalex.org/W7160621684","doi":"https://doi.org/10.5753/jbcs.2026.6008"},"language":null,"primary_location":{"id":"doi:10.5753/jbcs.2026.6008","is_oa":true,"landing_page_url":"https://doi.org/10.5753/jbcs.2026.6008","pdf_url":"https://journals-sol.sbc.org.br/index.php/jbcs/article/download/6008/3989","source":{"id":"https://openalex.org/S69801987","display_name":"Journal of the Brazilian Computer Society","issn_l":"0104-6500","issn":["0104-6500","1678-4804"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Brazilian Computer Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals-sol.sbc.org.br/index.php/jbcs/article/download/6008/3989","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135650783","display_name":"Juan Diego Mart\u00ednez-Morocho","orcid":"https://orcid.org/0009-0005-6955-6941"},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Juan Diego Mart\u00ednez-Morocho","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte"],"raw_orcid":"https://orcid.org/0009-0005-6955-6941","affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135649446","display_name":"Fabi\u00e1n Cuzme-Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-2805-0240"},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Fabi\u00e1n Cuzme-Rodr\u00edguez","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte"],"raw_orcid":"https://orcid.org/0000-0002-2805-0240","affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130145118","display_name":"Hern\u00e1n Mauricio Dom\u00ednguez-Limaico","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Hern\u00e1n Mauricio Dom\u00ednguez-Limaico","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte"],"raw_orcid":"https://orcid.org/0000-0001-6302-3419","affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte","institution_ids":["https://openalex.org/I4210130315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210130315"],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47479724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"1","first_page":"1258","last_page":"1269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.8640000224113464,"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":0.8640000224113464,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.04089999943971634,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.008700000122189522,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/mqtt","display_name":"MQTT","score":0.6850000023841858},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.599399983882904},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5666000247001648},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5252000093460083},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5126000046730042},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4828999936580658},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.47999998927116394},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4722999930381775},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.46459999680519104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7354000210762024},{"id":"https://openalex.org/C132868160","wikidata":"https://www.wikidata.org/wiki/Q10322548","display_name":"MQTT","level":3,"score":0.6850000023841858},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.599399983882904},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5666000247001648},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5252000093460083},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5126000046730042},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4828999936580658},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.47999998927116394},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4722999930381775},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.46459999680519104},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.438400000333786},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4009999930858612},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.398499995470047},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3813000023365021},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.367000013589859},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.34540000557899475},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3368000090122223},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.3061000108718872},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.2782999873161316},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C2779750879","wikidata":"https://www.wikidata.org/wiki/Q22908936","display_name":"Home security","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.2540000081062317},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/jbcs.2026.6008","is_oa":true,"landing_page_url":"https://doi.org/10.5753/jbcs.2026.6008","pdf_url":"https://journals-sol.sbc.org.br/index.php/jbcs/article/download/6008/3989","source":{"id":"https://openalex.org/S69801987","display_name":"Journal of the Brazilian Computer Society","issn_l":"0104-6500","issn":["0104-6500","1678-4804"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Brazilian Computer Society","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5753/jbcs.2026.6008","is_oa":true,"landing_page_url":"https://doi.org/10.5753/jbcs.2026.6008","pdf_url":"https://journals-sol.sbc.org.br/index.php/jbcs/article/download/6008/3989","source":{"id":"https://openalex.org/S69801987","display_name":"Journal of the Brazilian Computer Society","issn_l":"0104-6500","issn":["0104-6500","1678-4804"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Brazilian Computer Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8457330465316772}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7160621684.pdf","grobid_xml":"https://content.openalex.org/works/W7160621684.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2979761969","https://openalex.org/W4214588581","https://openalex.org/W4280539756","https://openalex.org/W4284960385","https://openalex.org/W4311040131","https://openalex.org/W4313259746","https://openalex.org/W4360585449","https://openalex.org/W4392209874","https://openalex.org/W4399485385","https://openalex.org/W4400131263","https://openalex.org/W4401930579","https://openalex.org/W4402955698","https://openalex.org/W4411591872"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"addresses":[2],"the":[3,69,76,122,175],"lack":[4],"of":[5,26,134,170],"integrated,":[6],"secure,":[7],"and":[8,18,34,43,49,85,95,163,186,191],"scalable":[9],"Home":[10,50,83],"Energy":[11],"Management":[12],"Systems":[13],"(HEMS)":[14],"that":[15],"combine":[16],"appliance-level":[17],"circuit-level":[19,73],"control":[20],"while":[21],"providing":[22],"pilot-scale":[23,100,198],"statistical":[24],"analysis":[25],"energy":[27,172,195],"savings":[28],"under":[29,137],"real-world":[30],"conditions.":[31],"We":[32],"design":[33],"deploy":[35],"a":[36,86,105,117,138,179],"cloud-enabled":[37],"IoT-based":[38],"HEMS":[39,177],"using":[40],"ESP32":[41],"microcontrollers":[42],"PZEM-004T":[44],"sensors,":[45],"integrated":[46],"through":[47,82],"MQTT":[48],"Assistant":[51],"on":[52,92],"AWS.":[53],"The":[54],"system":[55],"was":[56],"evaluated":[57],"in":[58,108,197],"two":[59],"residential":[60,110,194],"households":[61],"over":[62],"several":[63],"months.":[64],"Compared":[65],"with":[66,116,151],"related":[67],"work,":[68],"proposed":[70,176],"solution":[71],"integrates":[72],"actuation":[74],"at":[75],"electrical":[77],"distribution":[78],"board,":[79],"vendor-agnostic":[80],"interoperability":[81],"Assistant,":[84],"secure":[87,184],"end-to-end":[88],"data":[89],"pipeline":[90],"based":[91],"TLS":[93],"encryption":[94],"broker-level":[96],"authorization.":[97],"In":[98],"this":[99],"evaluation":[101],"(N=2),":[102],"we":[103],"observed":[104],"9\u201310%":[106],"reduction":[107,133],"monthly":[109],"electricity":[111],"consumption":[112],"(p":[113],"&lt;":[114],"0.05),":[115],"95%":[118],"confidence":[119],"level,":[120],"within":[121],"monitored":[123],"households.":[124],"An":[125],"illustrative":[126],"difference-in-differences":[127],"(DiD)":[128],"estimator":[129],"suggests":[130],"an":[131],"additional":[132],"3.17":[135],"kWh/month":[136],"single":[139],"treated\u2013control":[140],"pairing.":[141],"Measurement":[142],"accuracy":[143],"remained":[144],"below":[145],"3%":[146],"relative":[147],"error":[148],"when":[149],"compared":[150],"official":[152],"utility":[153],"bills.":[154],"These":[155],"findings":[156],"should":[157],"be":[158],"interpreted":[159],"as":[160],"preliminary":[161],"evidence":[162],"technical":[164],"validation":[165],"rather":[166],"than":[167],"generalizable":[168],"proof":[169],"population-wide":[171],"savings.":[173],"Overall,":[174],"constitutes":[178],"reproducible":[180],"reference":[181],"implementation":[182],"for":[183,193],"monitoring":[185],"control,":[187],"demonstrating":[188],"its":[189],"feasibility":[190],"potential":[192],"optimization":[196],"deployments.":[199]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-05-09T00:00:00"}
