{"id":"https://openalex.org/W4404036943","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738056","title":"Leveraging Grey Box Models for Enhanced Energy Flexibility in Centralized and Decentralized Single-Zone Multi-Node Systems","display_name":"Leveraging Grey Box Models for Enhanced Energy Flexibility in Centralized and Decentralized Single-Zone Multi-Node Systems","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4404036943","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738056"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm60555.2024.10738056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (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/A5093192090","display_name":"Ozan Baris Mulayim","orcid":"https://orcid.org/0009-0004-5302-0352"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ozan Baris Mulayim","raw_affiliation_strings":["Carnegie Mellon University,Civil and Environmental Engineering,Pittsburgh,PA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Civil and Environmental Engineering,Pittsburgh,PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064458775","display_name":"Mario Berg\u00e9s","orcid":"https://orcid.org/0000-0003-2948-9236"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Berg\u00e9s","raw_affiliation_strings":["Carnegie Mellon University,Civil and Environmental Engineering,Pittsburgh,PA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Civil and Environmental Engineering,Pittsburgh,PA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093192090"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":1.114,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80289627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"264","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.5584999918937683,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.5584999918937683,"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"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.5098999738693237,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.4765999913215637,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/flexibility","display_name":"Flexibility (engineering)","score":0.7653817534446716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677297055721283},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5895675420761108},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5096492767333984},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4554431736469269},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4066199064254761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11809948086738586}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7653817534446716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677297055721283},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5895675420761108},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5096492767333984},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4554431736469269},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4066199064254761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11809948086738586},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm60555.2024.10738056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8500000238418579,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1991741901","https://openalex.org/W2063276123","https://openalex.org/W2402261827","https://openalex.org/W2615140205","https://openalex.org/W2752678178","https://openalex.org/W2771412238","https://openalex.org/W2792640994","https://openalex.org/W2988485369","https://openalex.org/W3033217105","https://openalex.org/W3118332716","https://openalex.org/W3154198895","https://openalex.org/W4306411322","https://openalex.org/W4321385315","https://openalex.org/W4376880088","https://openalex.org/W4386432212","https://openalex.org/W4388327809","https://openalex.org/W4404160261","https://openalex.org/W6809836091","https://openalex.org/W7026858477"],"related_works":["https://openalex.org/W4236696095","https://openalex.org/W3143779693","https://openalex.org/W2626808643","https://openalex.org/W2004064826","https://openalex.org/W3103727510","https://openalex.org/W97045569","https://openalex.org/W1527069879","https://openalex.org/W2946179579","https://openalex.org/W2348021072","https://openalex.org/W1871370349"],"abstract_inverted_index":{"The":[0,180,217],"effectiveness":[1],"of":[2,17,40,53,82,90,142,157,161,170,185,222],"residential":[3,59,234],"energy":[4],"flexibility":[5],"(EF)":[6],"largely":[7],"depends":[8],"on":[9,96,135,210,239],"maintaining":[10],"occupant":[11],"comfort":[12],"to":[13,65,116,189],"prevent":[14],"the":[15,38,51,63,80,88,140,158,168,183,199],"rendering":[16],"events":[18],"ineffective":[19],"through":[20,37],"overrides.":[21],"Model":[22],"Predictive":[23],"Control":[24],"(MPC)":[25],"has":[26,98],"demonstrated":[27],"significant":[28],"achievements":[29],"in":[30,84,233],"avoiding":[31],"discomfort":[32],"while":[33],"providing":[34],"EF,":[35],"notably":[36],"deployment":[39,221],"Grey":[41],"Box":[42],"Models":[43],"(GBMs)":[44],"for":[45,75,110,122,145,215,228],"scalable":[46],"thermal":[47,69,120,241],"behavior":[48,70],"modeling.":[49],"With":[50],"advent":[52],"smart":[54,130,152],"thermostats":[55],"and":[56,107,151,166,196,220],"remote":[57],"sensors,":[58],"buildings":[60],"now":[61],"have":[62],"potential":[64,173,227],"benefit":[66],"from":[67,93,128],"sophisticated":[68],"modeling":[71,164,187],"techniques":[72,188],"previously":[73],"utilized":[74],"commercial":[76],"buildings.":[77],"Yet,":[78],"neither":[79],"efficacy":[81],"GBMs":[83,109],"these":[85,223],"settings":[86],"nor":[87],"impact":[89,238],"temperature":[91],"variances":[92],"various":[94],"sensors":[95],"EF":[97,124,172,200],"been":[99],"thoroughly":[100],"investigated.":[101],"Therefore,":[102],"this":[103],"study":[104],"explores":[105],"centralized":[106],"decentralized":[108],"Single-Zone":[111],"Multi-Node":[112],"Systems":[113],"(SZMNSs),":[114],"aiming":[115],"accurately":[117],"represent":[118],"node-level":[119,171],"dynamics":[121],"enhancing":[123],"predictions.":[125],"Utilizing":[126],"data":[127],"1,000":[129],"thermostats,":[131,153],"our":[132,177],"research":[133],"focuses":[134],"three":[136],"primary":[137],"objectives:":[138],"(1)":[139],"derivation":[141],"physics-based":[143],"equations":[144],"SZMNSs":[146,175,190],"equipped":[147],"with":[148,191,236],"sensor":[149],"networks":[150],"(2)":[154],"a":[155],"comparison":[156],"predictive":[159],"performance":[160],"four":[162],"different":[163],"paradigms,":[165],"(3)":[167],"exploration":[169],"within":[174],"using":[176],"developed":[178],"models.":[179],"results":[181],"affirm":[182],"applicability":[184],"multi-zone":[186],"errors":[192],"less":[193],"than":[194],"1\u00b0F":[195],"highlight":[197],"that":[198],"predictions":[201],"can":[202],"be":[203],"7.6%":[204],"higher":[205],"or":[206],"29.1%":[207],"lower":[208],"based":[209],"which":[211],"node":[212],"is":[213],"used":[214],"control.":[216],"effective":[218],"parameterization":[219],"models":[224],"demonstrate":[225],"their":[226],"facilitating":[229],"demand-responsive,":[230],"energy-efficient":[231],"solutions":[232],"contexts,":[235],"negligible":[237],"occupants\u2019":[240],"comfort.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
