{"id":"https://openalex.org/W1984903275","doi":"https://doi.org/10.1109/isie.2014.6865041","title":"Improving energy efficiency of buildings using data mining technologies","display_name":"Improving energy efficiency of buildings using data mining technologies","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W1984903275","doi":"https://doi.org/10.1109/isie.2014.6865041","mag":"1984903275"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2014.6865041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2014.6865041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)","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/A5009655523","display_name":"Gerhard Zucker","orcid":"https://orcid.org/0000-0003-4258-2849"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Gerhard Zucker","raw_affiliation_strings":["Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","[Energy Department, Austrian Institute of Technology, Vienna, Austria]"],"affiliations":[{"raw_affiliation_string":"Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"[Energy Department, Austrian Institute of Technology, Vienna, Austria]","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075683187","display_name":"Jasmine A. Malinao","orcid":"https://orcid.org/0009-0007-8776-9611"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jasmine Malinao","raw_affiliation_strings":["Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","[Energy Department, Austrian Institute of Technology, Vienna, Austria]"],"affiliations":[{"raw_affiliation_string":"Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"[Energy Department, Austrian Institute of Technology, Vienna, Austria]","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089172584","display_name":"Usman Habib","orcid":"https://orcid.org/0000-0003-4793-6239"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Usman Habib","raw_affiliation_strings":["Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","[Energy Department, Austrian Institute of Technology, Vienna, Austria]"],"affiliations":[{"raw_affiliation_string":"Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"[Energy Department, Austrian Institute of Technology, Vienna, Austria]","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090257599","display_name":"Thomas Leber","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Thomas Leber","raw_affiliation_strings":["Energy&IT Group, Vienna University of Technology, Vienna, Austria","Institute for Computer Technology, Vienna University of Technology, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Energy&IT Group, Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Institute for Computer Technology, Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028934114","display_name":"Anita Preisler","orcid":"https://orcid.org/0009-0001-7297-8265"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Anita Preisler","raw_affiliation_strings":["Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","[Energy Department, Austrian Institute of Technology, Vienna, Austria]"],"affiliations":[{"raw_affiliation_string":"Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"[Energy Department, Austrian Institute of Technology, Vienna, Austria]","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032223975","display_name":"Florian Judex","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Florian Judex","raw_affiliation_strings":["Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","[Energy Department, Austrian Institute of Technology, Vienna, Austria]"],"affiliations":[{"raw_affiliation_string":"Energy Department, AIT Austrian Institute of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"[Energy Department, Austrian Institute of Technology, Vienna, Austria]","institution_ids":["https://openalex.org/I132118926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009655523"],"corresponding_institution_ids":["https://openalex.org/I132118926"],"apc_list":null,"apc_paid":null,"fwci":4.8968,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93927942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2664","last_page":"2669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9988999962806702,"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":0.9988999962806702,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9973999857902527,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.9563571214675903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6803217530250549},{"id":"https://openalex.org/keywords/chiller","display_name":"Chiller","score":0.6555166840553284},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6237800121307373},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6053603291511536},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5881814956665039},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.548289954662323},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.5479455590248108},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4981567859649658},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4543721675872803},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.43641209602355957},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3219224214553833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26497793197631836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10738414525985718},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08845305442810059}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9563571214675903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6803217530250549},{"id":"https://openalex.org/C4638862","wikidata":"https://www.wikidata.org/wiki/Q1501558","display_name":"Chiller","level":2,"score":0.6555166840553284},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6237800121307373},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6053603291511536},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5881814956665039},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.548289954662323},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.5479455590248108},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4981567859649658},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4543721675872803},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.43641209602355957},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3219224214553833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26497793197631836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10738414525985718},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08845305442810059},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2014.6865041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2014.6865041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310207","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33"},{"id":"https://openalex.org/F4320332721","display_name":"School of Computer Science, Carnegie Mellon University","ror":"https://ror.org/05x2bcf33"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W13269089","https://openalex.org/W192927380","https://openalex.org/W1585610988","https://openalex.org/W1975220287","https://openalex.org/W1984378466","https://openalex.org/W1984868353","https://openalex.org/W1994302122","https://openalex.org/W2006572999","https://openalex.org/W2017657413","https://openalex.org/W2051864130","https://openalex.org/W2053971598","https://openalex.org/W2099764309","https://openalex.org/W2115950701","https://openalex.org/W2120871928","https://openalex.org/W2131065845","https://openalex.org/W2147326720","https://openalex.org/W2154212657","https://openalex.org/W2159235570","https://openalex.org/W2261963636","https://openalex.org/W2302048300","https://openalex.org/W2807183745","https://openalex.org/W3152850253","https://openalex.org/W6635035540","https://openalex.org/W6648613545"],"related_works":["https://openalex.org/W2333766344","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W4205684936","https://openalex.org/W2373424295","https://openalex.org/W2749654269","https://openalex.org/W2326668440","https://openalex.org/W2329485921","https://openalex.org/W2047850243"],"abstract_inverted_index":{"Building":[0],"automation":[1],"systems":[2],"record":[3],"operation":[4,12,31,52,91,145],"data":[5,15,25,78,81,122,146],"including":[6],"physical":[7],"values,":[8],"system":[9,59,159],"states":[10],"and":[11,32,38,80,92,107,116,124],"conditions.":[13],"This":[14,23],"is":[16,26,43,62],"stored,":[17],"but":[18],"commonly":[19,63],"not":[20,44],"automatically":[21],"evaluated.":[22],"historic":[24],"the":[27,49,66,94,102,127,151,156],"key":[28],"to":[29,33,73,85,97,143,154],"efficient":[30],"quick":[34],"recognition":[35],"of":[36,58,89,104,132,147,158],"errors":[37],"inefficiencies,":[39],"a":[40,86,140],"potential":[41],"that":[42],"exploited":[45],"today.":[46],"Instead,":[47],"today":[48],"evaluation":[50],"during":[51],"delivers":[53],"only":[54],"alarming":[55],"in":[56,101,113],"case":[57],"failures.":[60],"Analysis":[61],"done":[64],"by":[65,120,125],"facility":[67],"manager,":[68],"who":[69],"uses":[70],"his":[71],"experience":[72],"interpret":[74],"data.":[75],"Methods":[76],"from":[77],"mining":[79],"analysis":[82,123],"can":[83,117],"contribute":[84],"better":[87],"understanding":[88],"building":[90],"provide":[93],"necessary":[95],"information":[96],"optimize":[98],"operation,":[99],"especially":[100],"area":[103],"Heating,":[105],"Ventilation":[106],"Air":[108],"Conditioning":[109],"(HVAC)":[110],"systems.":[111],"Increases":[112],"energy":[114,129],"efficiency":[115],"be":[118],"achieved":[119],"automated":[121],"presenting":[126],"user":[128],"performance":[130],"indicators":[131],"all":[133],"relevant":[134],"HVAC":[135],"components.":[136],"The":[137],"authors":[138],"take":[139],"first":[141],"step":[142],"examine":[144],"adsorption":[148],"chillers":[149],"using":[150],"X-Means":[152],"algorithm":[153],"automate":[155],"detection":[157],"states.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}