{"id":"https://openalex.org/W2031959284","doi":"https://doi.org/10.1145/2602044.2602059","title":"Algorithms for upgrading the resolution of aggregate energy meter data","display_name":"Algorithms for upgrading the resolution of aggregate energy meter data","publication_year":2014,"publication_date":"2014-06-10","ids":{"openalex":"https://openalex.org/W2031959284","doi":"https://doi.org/10.1145/2602044.2602059","mag":"2031959284"},"language":"en","primary_location":{"id":"doi:10.1145/2602044.2602059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2602044.2602059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th international conference on Future energy systems","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/A5045214135","display_name":"Harshad Khadilkar","orcid":"https://orcid.org/0000-0003-3601-778X"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Harshad Khadilkar","raw_affiliation_strings":["IBM India Research Lab, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"IBM India Research Lab, Bangalore, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024685185","display_name":"Tanuja Ganu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanuja Ganu","raw_affiliation_strings":["IBM India Research Lab, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"IBM India Research Lab, Bangalore, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007385313","display_name":"Zainul Charbiwala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Zainul Charbiwala","raw_affiliation_strings":["IBM India Research Lab, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"IBM India Research Lab, Bangalore, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068347913","display_name":"Chee Ming Lim","orcid":"https://orcid.org/0000-0003-2380-5955"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Lim Chee Ming","raw_affiliation_strings":["Universitiy of Brunei Darussalam, Bander Seri Begawan, Brunei"],"affiliations":[{"raw_affiliation_string":"Universitiy of Brunei Darussalam, Bander Seri Begawan, Brunei","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066803571","display_name":"Sathyajith Mathew","orcid":"https://orcid.org/0000-0001-9383-8790"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Sathyajith Mathew","raw_affiliation_strings":["Universitiy of Brunei Darussalam, Bander Seri Begawan, Brunei"],"affiliations":[{"raw_affiliation_string":"Universitiy of Brunei Darussalam, Bander Seri Begawan, Brunei","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082956417","display_name":"Deva P. Seetharam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deva P. Seetharam","raw_affiliation_strings":["IBM India Research Lab, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"IBM India Research Lab, Bangalore, India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045214135"],"corresponding_institution_ids":["https://openalex.org/I4210103279"],"apc_list":null,"apc_paid":null,"fwci":0.2124,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5932161,"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":"277","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"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/T11220","display_name":"Water Systems and Optimization","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9954000115394592,"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/smart-meter","display_name":"Smart meter","score":0.7326411604881287},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.6648221611976624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534483432769775},{"id":"https://openalex.org/keywords/automatic-meter-reading","display_name":"Automatic meter reading","score":0.6159883141517639},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.6042467951774597},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5558828115463257},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5285671353340149},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5098230242729187},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5025656223297119},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4739658534526825},{"id":"https://openalex.org/keywords/metre","display_name":"Metre","score":0.47108662128448486},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.45085424184799194},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.41285884380340576},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.37630414962768555},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3651716709136963},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27589231729507446},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2535405158996582},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.23527857661247253},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18749910593032837},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12436816096305847},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.12310519814491272},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1174888014793396},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1073165237903595}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.7326411604881287},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.6648221611976624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534483432769775},{"id":"https://openalex.org/C93763578","wikidata":"https://www.wikidata.org/wiki/Q3503672","display_name":"Automatic meter reading","level":3,"score":0.6159883141517639},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.6042467951774597},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5558828115463257},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5285671353340149},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5098230242729187},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5025656223297119},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4739658534526825},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.47108662128448486},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.45085424184799194},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.41285884380340576},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.37630414962768555},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3651716709136963},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27589231729507446},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2535405158996582},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.23527857661247253},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18749910593032837},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12436816096305847},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.12310519814491272},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1174888014793396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1073165237903595},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2602044.2602059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2602044.2602059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th international conference on Future energy systems","raw_type":"proceedings-article"},{"id":"pmh:oai:generic.eprints.org:724309","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/724309/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320311019","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W622819552","https://openalex.org/W1517234786","https://openalex.org/W1550953152","https://openalex.org/W1571258547","https://openalex.org/W1762430620","https://openalex.org/W1974807597","https://openalex.org/W1977252496","https://openalex.org/W1978999584","https://openalex.org/W1984208669","https://openalex.org/W2016757961","https://openalex.org/W2021925474","https://openalex.org/W2028348615","https://openalex.org/W2054167751","https://openalex.org/W2085570734","https://openalex.org/W2117779820","https://openalex.org/W2117787200","https://openalex.org/W2127218421","https://openalex.org/W2133465592","https://openalex.org/W2140156026","https://openalex.org/W2143845394","https://openalex.org/W2146269821","https://openalex.org/W2158221767","https://openalex.org/W2169499952","https://openalex.org/W2169671599","https://openalex.org/W2186283822","https://openalex.org/W2296616510","https://openalex.org/W3141396188","https://openalex.org/W3142517368","https://openalex.org/W3147294460","https://openalex.org/W3191210297","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W3134700528","https://openalex.org/W2993916562","https://openalex.org/W2313176480","https://openalex.org/W2388296230","https://openalex.org/W4283216089","https://openalex.org/W2020576684","https://openalex.org/W4210408875","https://openalex.org/W2161150712","https://openalex.org/W2351071639","https://openalex.org/W2371230099"],"abstract_inverted_index":{"Metering":[0],"of":[1,11,37,68,97],"the":[2,38,45,65,77,98],"energy":[3,90],"supplied":[4],"to":[5,47,84,122,137],"consumers":[6],"is":[7],"an":[8],"important":[9],"component":[10],"operations":[12],"for":[13,21,89],"utility":[14],"providers.":[15],"Several":[16],"schemes":[17,111],"have":[18],"been":[19],"employed":[20],"this":[22,116],"purpose,":[23],"including":[24,57],"traditional":[25],"postpaid":[26,109,127],"and":[27,30,53,60,71,126],"prepaid":[28,107,125],"metering,":[29],"more":[31],"advanced":[32],"smart":[33,102,134],"metering":[34],"technology.":[35],"Analysis":[36],"data":[39,92,129],"generated":[40],"by":[41,101],"these":[42],"meters":[43],"has":[44],"potential":[46],"provide":[48],"insights":[49],"into":[50],"consumer":[51,58],"characteristics":[52],"power":[54,69],"consumption":[55,72],"patterns,":[56],"segmentation":[59],"anomaly":[61],"detection.":[62],"We":[63],"describe":[64],"different":[66],"types":[67],"purchase":[70],"data,":[73],"as":[74,76],"well":[75],"analytics":[78,136],"algorithms":[79],"that":[80],"can":[81],"be":[82,138],"applied":[83,139],"them.":[85],"Most":[86],"applications":[87],"developed":[88],"meter":[91,110,128,135],"require":[93],"high":[94],"resolution":[95],"information":[96],"type":[99],"provided":[100],"meters,":[103],"thus":[104],"leaving":[105],"aggregate":[106,124],"or":[108],"at":[112],"a":[113],"disadvantage.":[114],"In":[115],"paper,":[117],"we":[118],"present":[119],"analytics-based":[120],"methodologies":[121],"upgrade":[123],"resolution,":[130],"which":[131],"will":[132],"allow":[133],"without":[140],"expensive":[141],"infrastructure":[142],"upgrades.":[143]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
