{"id":"https://openalex.org/W2564414998","doi":"https://doi.org/10.1109/smartgridcomm.2016.7778733","title":"Set-point optimization frameworks for leveraging passive thermal storage in buildings","display_name":"Set-point optimization frameworks for leveraging passive thermal storage in buildings","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2564414998","doi":"https://doi.org/10.1109/smartgridcomm.2016.7778733","mag":"2564414998"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm.2016.7778733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2016.7778733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-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/A5027103425","display_name":"Kumar Saurav","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kumar Saurav","raw_affiliation_strings":["IBM Reseach"],"affiliations":[{"raw_affiliation_string":"IBM Reseach","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024844538","display_name":"Arun Vishwanath","orcid":"https://orcid.org/0000-0002-3878-6614"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Vishwanath","raw_affiliation_strings":["IBM Reseach"],"affiliations":[{"raw_affiliation_string":"IBM Reseach","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074952378","display_name":"Vikas Chandan","orcid":"https://orcid.org/0000-0002-1693-7717"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Chandan","raw_affiliation_strings":["IBM Reseach"],"affiliations":[{"raw_affiliation_string":"IBM Reseach","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027103425"],"corresponding_institution_ids":["https://openalex.org/I1341412227"],"apc_list":null,"apc_paid":null,"fwci":0.3049,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67995658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9984999895095825,"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":0.9984999895095825,"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/T11053","display_name":"Process Optimization and Integration","score":0.9925000071525574,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/hvac","display_name":"HVAC","score":0.8612716197967529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6325424313545227},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.57358717918396},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5665926337242126},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5558727383613586},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.528192400932312},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.514493465423584},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.4691402316093445},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4267832636833191},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41636669635772705},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19063201546669006},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1197499930858612},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11213979125022888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1098262369632721}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8612716197967529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6325424313545227},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.57358717918396},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5665926337242126},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5558727383613586},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.528192400932312},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.514493465423584},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4691402316093445},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4267832636833191},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41636669635772705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19063201546669006},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1197499930858612},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11213979125022888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1098262369632721},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm.2016.7778733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2016.7778733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W251754249","https://openalex.org/W1902289786","https://openalex.org/W1976882338","https://openalex.org/W2052913414","https://openalex.org/W2093447280","https://openalex.org/W2111202268","https://openalex.org/W2132670858","https://openalex.org/W2137048899","https://openalex.org/W2154178826","https://openalex.org/W2240880220","https://openalex.org/W2272069625","https://openalex.org/W3140110007","https://openalex.org/W4230150546","https://openalex.org/W6639948197","https://openalex.org/W6679754967","https://openalex.org/W6690586064"],"related_works":["https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W4205684936","https://openalex.org/W2538009942","https://openalex.org/W2104957212","https://openalex.org/W2332573992","https://openalex.org/W2047850243","https://openalex.org/W2329485921","https://openalex.org/W1982948512"],"abstract_inverted_index":{"Reducing":[0],"the":[1,14,32,59,66,70,80,85,89,101,116,135,138,141,167],"operating":[2],"energy":[3,18,128],"costs":[4],"of":[5,31,36,54,69,88,106,115,137,148,159,166],"commercial":[6,108],"buildings":[7],"is":[8,23,95],"an":[9],"important":[10],"problem":[11],"faced":[12],"by":[13,124,130,145],"facility":[15],"managers.":[16],"Additionally,":[17],"cost":[19,35,68],"from":[20,100],"heating-ventilation-air-conditioners":[21],"(HVAC)":[22],"a":[24,44,49,55,75,107,146,154],"significant":[25],"fraction":[26],"(often":[27],"greater":[28],"than":[29],"50%)":[30],"overall":[33],"operational":[34,67],"these":[37],"buildings.":[38],"In":[39],"this":[40,174],"paper,":[41],"we":[42],"propose":[43,74],"pre-cooling":[45],"framework":[46,94,175],"that":[47],"uses":[48],"\u201cgray":[50],"box\u201d":[51],"thermal":[52],"model":[53],"building":[56,102,109],"to":[57,64,83,132,172],"compute":[58],"optimal":[60,113],"set-point":[61,117],"temperature":[62],"schedules":[63],"minimize":[65],"HVACs.":[71],"We":[72],"also":[73],"technique":[76],"which":[77],"involves":[78],"relaxing":[79],"non-linear":[81],"constraint":[82],"improve":[84],"computational":[86],"complexity":[87],"optimization":[90,93,168],"framework.":[91],"This":[92],"tested":[96],"using":[97],"data":[98],"obtained":[99],"management":[103],"system":[104],"(BMS)":[105],"in":[110,120,152,157,163],"Australia.":[111],"The":[112],"scheduling":[114],"temperatures":[118],"results":[119],"peak":[121],"power":[122],"reduction":[123],"over":[125],"40%":[126],"and":[127],"bills":[129],"25%":[131],"30%.":[133],"Furthermore,":[134],"relaxation":[136],"non-linearity":[139],"reduces":[140],"computation":[142,164],"time":[143,165],"approximately":[144],"factor":[147],"50":[149],"while":[150],"resulting":[151],"only":[153],"negligible":[155],"loss":[156],"optimality":[158],"about":[160],"2%.":[161],"Reduction":[162],"increases":[169],"its":[170],"amenability":[171],"use":[173],"alongside":[176],"existing":[177],"BMS":[178],"systems.":[179]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
