{"id":"https://openalex.org/W3165170359","doi":"https://doi.org/10.3390/s21113685","title":"Temperature Sensing Optimization for Home Thermostat Retrofit","display_name":"Temperature Sensing Optimization for Home Thermostat Retrofit","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W3165170359","doi":"https://doi.org/10.3390/s21113685","mag":"3165170359","pmid":"https://pubmed.ncbi.nlm.nih.gov/34073156"},"language":"en","primary_location":{"id":"doi:10.3390/s21113685","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113685","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3685/pdf?version=1621995911","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/11/3685/pdf?version=1621995911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012378504","display_name":"Federico Seri","orcid":"https://orcid.org/0000-0002-3774-1190"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Federico Seri","raw_affiliation_strings":["College of Science and Engineering, National University of Ireland, Galway, Ireland","Informatics Research Unit for Sustainable Engineering (IRUSE), Galway, Ireland","Ryan Institute, National University of Ireland, Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"Informatics Research Unit for Sustainable Engineering (IRUSE), Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"Ryan Institute, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006160203","display_name":"Marco Arnesano","orcid":"https://orcid.org/0000-0003-1700-3075"},"institutions":[{"id":"https://openalex.org/I167322064","display_name":"Universit\u00e0 degli Studi eCampus","ror":"https://ror.org/006maft66","country_code":"IT","type":"education","lineage":["https://openalex.org/I167322064"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Arnesano","raw_affiliation_strings":["Universit\u00e0 Telematica eCampus, 22060 Novedrate, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1700-3075","affiliations":[{"raw_affiliation_string":"Universit\u00e0 Telematica eCampus, 22060 Novedrate, Italy","institution_ids":["https://openalex.org/I167322064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010557956","display_name":"Marcus Keane","orcid":"https://orcid.org/0000-0002-6785-3484"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Marcus Martin Keane","raw_affiliation_strings":["College of Science and Engineering, National University of Ireland, Galway, Ireland","Informatics Research Unit for Sustainable Engineering (IRUSE), Galway, Ireland","Ryan Institute, National University of Ireland, Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"Informatics Research Unit for Sustainable Engineering (IRUSE), Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"Ryan Institute, National University of Ireland, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068132469","display_name":"Gian Marco Revel","orcid":"https://orcid.org/0000-0002-3372-7543"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Marco Revel","raw_affiliation_strings":["Department of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, 60131 Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, 60131 Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012378504"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.1462,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.73871472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"11","first_page":"3685","last_page":"3685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/thermostat","display_name":"Thermostat","score":0.9756072759628296},{"id":"https://openalex.org/keywords/setpoint","display_name":"Setpoint","score":0.798304557800293},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.7117822170257568},{"id":"https://openalex.org/keywords/payback-period","display_name":"Payback period","score":0.6281510591506958},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5362028479576111},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4430873394012451},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4322356581687927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4242803752422333},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.42009836435317993},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32904404401779175},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.20020347833633423},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15038633346557617},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09015145897865295}],"concepts":[{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.9756072759628296},{"id":"https://openalex.org/C12302492","wikidata":"https://www.wikidata.org/wiki/Q1752097","display_name":"Setpoint","level":2,"score":0.798304557800293},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.7117822170257568},{"id":"https://openalex.org/C144553756","wikidata":"https://www.wikidata.org/wiki/Q15081665","display_name":"Payback period","level":3,"score":0.6281510591506958},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5362028479576111},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4430873394012451},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4322356581687927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4242803752422333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.42009836435317993},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32904404401779175},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.20020347833633423},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15038633346557617},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09015145897865295},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/s21113685","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113685","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3685/pdf?version=1621995911","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34073156","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34073156","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:aran.library.nuigalway.ie/:10379/17305","is_oa":true,"landing_page_url":"http://hdl.handle.net/10379/17305","pdf_url":null,"source":{"id":"https://openalex.org/S4377196322","display_name":"ARAN (University of Galway Research Repository) (Ollscoil na Gaillimhe \u2013 University of Galway)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I188760350","host_organization_name":"Ollscoil na Gaillimhe \u2013 University of Galway","host_organization_lineage":["https://openalex.org/I188760350"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8198709","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8198709","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:470b7713644244ec8fc96dd73bf9481f","is_oa":true,"landing_page_url":"https://doaj.org/article/470b7713644244ec8fc96dd73bf9481f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 11, p 3685 (2021)","raw_type":"article"},{"id":"pmh:oai:iris.uniecampus.it:11389/33629","is_oa":true,"landing_page_url":"https://www.mdpi.com/1424-8220/21/11/3685","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.univpm.it:11566/300559","is_oa":true,"landing_page_url":"http://hdl.handle.net/11566/300559","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/11/3685/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21113685","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 11; Pages: 3685","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21113685","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21113685","pdf_url":"https://www.mdpi.com/1424-8220/21/11/3685/pdf?version=1621995911","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7435293270","display_name":null,"funder_award_id":"680474","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"}],"funders":[{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165170359.pdf","grobid_xml":"https://content.openalex.org/works/W3165170359.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1972895981","https://openalex.org/W1980707494","https://openalex.org/W2032791640","https://openalex.org/W2049248576","https://openalex.org/W2090359061","https://openalex.org/W2090519047","https://openalex.org/W2172172920","https://openalex.org/W2252483015","https://openalex.org/W2399776066","https://openalex.org/W2569247732","https://openalex.org/W2728979604","https://openalex.org/W2887893151","https://openalex.org/W2954483851","https://openalex.org/W3002014328","https://openalex.org/W3016954320","https://openalex.org/W3133025782","https://openalex.org/W6684851647"],"related_works":["https://openalex.org/W2183259099","https://openalex.org/W4285822553","https://openalex.org/W2952490676","https://openalex.org/W3156939583","https://openalex.org/W4385408633","https://openalex.org/W4388320601","https://openalex.org/W2783252920","https://openalex.org/W4403786073","https://openalex.org/W200479544","https://openalex.org/W3021508549"],"abstract_inverted_index":{"Most":[0],"existing":[1],"residential":[2],"buildings":[3],"adopt":[4],"one":[5],"single-zone":[6],"thermostat":[7,72,151,209],"to":[8,56,93,99,120,138,173,183,197],"control":[9,170],"the":[10,57,63,66,71,76,95,101,106,112,145,160,184,206],"heating":[11,78],"of":[12,28,53,59,65,156,162,169,180,205],"rooms":[13],"with":[14,176],"different":[15,140],"thermal":[16,23],"conditions.":[17],"This":[18,80],"solution":[19],"often":[20],"provides":[21],"poor":[22],"comfort":[24,108],"and":[25,36,43,110,132,153,193],"inefficient":[26],"use":[27,58,161],"energy.":[29],"The":[30,116,129,186],"current":[31],"market":[32],"proposes":[33],"smart":[34,208],"thermostats":[35],"thermostatic":[37],"radiator":[38],"valves":[39],"(TRVs)":[40],"as":[41],"cheap":[42],"relatively":[44],"easy-to-install":[45],"retrofit":[46,97,141],"solutions.":[47],"These":[48],"systems":[49],"provide":[50],"increased":[51],"freedom":[52],"installation,":[54],"due":[55,172],"wireless":[60],"communication;":[61],"however,":[62],"uncertainty":[64],"measured":[67,130],"air":[68],"temperature,":[69],"considering":[70],"placement,":[73],"could":[74],"impact":[75,204],"final":[77],"performance.":[79],"paper":[81],"presents":[82],"a":[83,88,121,133,154,194,200],"sensing":[84,102],"optimization":[85,165],"approach":[86],"for":[87],"home":[89],"thermostat,":[90],"in":[91,127],"order":[92],"determine":[94],"optimal":[96,146],"configuration":[98],"reduce":[100],"uncertainty,":[103],"thus":[104],"achieving":[105],"required":[107],"level":[109],"minimizing":[111],"retrofit's":[113],"payback":[114,188],"period.":[115],"methodology":[117],"was":[118,148],"applied":[119],"real":[122],"case":[123],"study-a":[124],"dwelling":[125],"located":[126],"Italy.":[128],"data":[131],"simulation":[134],"model":[135],"were":[136],"used":[137],"create":[139],"scenarios.":[142],"Among":[143],"these,":[144],"scenario":[147],"achieved":[149],"through":[150],"repositioning":[152],"setpoint":[155],"21":[157],"\u00b0C,":[158],"without":[159],"TRVs.":[163],"Such":[164],"provided":[166],"an":[167],"improvement":[168],"performance":[171],"sensor":[174],"location,":[175],"consequent":[177],"energy":[178],"savings":[179],"7%":[181],"(compared":[182],"baseline).":[185],"resulting":[187],"period":[189],"ranged":[190],"from":[191],"two":[192],"half":[195],"years":[196],"less":[198],"than":[199],"year,":[201],"depending":[202],"on":[203],"embedded":[207],"algorithms.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
