{"id":"https://openalex.org/W1487826171","doi":"https://doi.org/10.1109/etfa.2005.1612646","title":"DEA-based Data Mining for Energy Consumption","display_name":"DEA-based Data Mining for Energy Consumption","publication_year":2006,"publication_date":"2006-04-06","ids":{"openalex":"https://openalex.org/W1487826171","doi":"https://doi.org/10.1109/etfa.2005.1612646","mag":"1487826171"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2005.1612646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2005.1612646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Conference on Emerging Technologies and Factory Automation","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/A5090985598","display_name":"Akihiro Koretsune","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"A. Koretsune","raw_affiliation_strings":["Osaka Prefecture University, Sakai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112303730","display_name":"Saburo Aoki","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"S. Aoki","raw_affiliation_strings":["Osaka Prefecture University, Sakai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069039779","display_name":"T. Konzo","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Konzo","raw_affiliation_strings":["Osaka Prefecture University, Sakai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007157665","display_name":"Hiroshi Tsuji","orcid":"https://orcid.org/0000-0001-9104-601X"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Tsuji","raw_affiliation_strings":["Osaka Prefecture University, Sakai, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka Prefecture University, Sakai, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064488884","display_name":"S. Shimano","orcid":null},"institutions":[{"id":"https://openalex.org/I2800996768","display_name":"Kansai Electric Power (Japan)","ror":"https://ror.org/03xrg8731","country_code":"JP","type":"company","lineage":["https://openalex.org/I2800996768"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"S. Shimano","raw_affiliation_strings":["Energy Use R&D Center, Kansai Electric Power Company, Inc., Amagasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy Use R&D Center, Kansai Electric Power Company, Inc., Amagasaki, Japan","institution_ids":["https://openalex.org/I2800996768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028471662","display_name":"Eiji Mimura","orcid":null},"institutions":[{"id":"https://openalex.org/I2800996768","display_name":"Kansai Electric Power (Japan)","ror":"https://ror.org/03xrg8731","country_code":"JP","type":"company","lineage":["https://openalex.org/I2800996768"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"E. Mimura","raw_affiliation_strings":["Energy Use R&D Center, Kansai Electric Power Company, Inc., Amagasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy Use R&D Center, Kansai Electric Power Company, Inc., Amagasaki, Japan","institution_ids":["https://openalex.org/I2800996768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4335,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66200443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"1073","last_page":"1076"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability","score":0.9855999946594238,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.8215456008911133},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.7965193390846252},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6561577320098877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.607880711555481},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5569945573806763},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.514223575592041},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.48451799154281616},{"id":"https://openalex.org/keywords/energy-supply","display_name":"Energy supply","score":0.4316787123680115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18048706650733948},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14009204506874084},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1333722174167633},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12293955683708191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07644283771514893}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.8215456008911133},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.7965193390846252},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6561577320098877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.607880711555481},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5569945573806763},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.514223575592041},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.48451799154281616},{"id":"https://openalex.org/C2776190866","wikidata":"https://www.wikidata.org/wiki/Q1341477","display_name":"Energy supply","level":3,"score":0.4316787123680115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18048706650733948},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14009204506874084},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1333722174167633},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12293955683708191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07644283771514893},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa.2005.1612646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2005.1612646","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Conference on Emerging Technologies and Factory Automation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1495821235","https://openalex.org/W1909423040","https://openalex.org/W2012635323","https://openalex.org/W2074330251","https://openalex.org/W2076452041","https://openalex.org/W2087390007","https://openalex.org/W2156655586"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W2120745168","https://openalex.org/W4378625608","https://openalex.org/W4290997474","https://openalex.org/W2150802979","https://openalex.org/W2502168120","https://openalex.org/W4324289292","https://openalex.org/W3006712339","https://openalex.org/W4248067117","https://openalex.org/W2042135381"],"abstract_inverted_index":{"This":[0],"paper":[1,48,83],"discusses":[2],"the":[3,66,74,92,96],"potential":[4],"of":[5,26],"DEA":[6],"(data":[7],"envelopment":[8],"analysis)":[9],"for":[10,23,65],"performance":[11],"evaluation":[12,21,38,75],"on":[13,50,78,86,100],"energy":[14,27,57,101],"consumption.":[15],"The":[16],"purpose":[17],"is":[18],"to":[19,72],"develop":[20],"methodology":[22,76],"finding":[24],"features":[25],"provision":[28],"and":[29,43,52,55,61,106],"consumption":[30],"from":[31,98],"observed":[32],"data.":[33],"While":[34],"there":[35],"are":[36],"four":[37,79],"measures":[39],"(economy,":[40],"environment,":[41],"comfort,":[42],"risk)":[44],"in":[45],"general,":[46],"this":[47,82],"focuses":[49],"economical":[51],"environmental":[53],"aspects,":[54],"selects":[56],"consumption,":[58],"CO2":[59],"discharge":[60],"cost":[62],"as":[63,89],"inputs":[64],"first":[67],"step":[68],"model.":[69],"In":[70],"order":[71],"consider":[73],"based":[77],"plants":[80],"data,":[81],"has":[84],"focused":[85],"hot-water":[87],"supply":[88,102],"output.":[90],"Then":[91],"numerical":[93],"study":[94],"illustrates":[95],"findings":[97],"data":[99],"patterns,":[103],"seasonal":[104],"effects,":[105],"so":[107],"on.":[108]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}