{"id":"https://openalex.org/W4310881792","doi":"https://doi.org/10.1145/3563357.3567410","title":"eptk","display_name":"eptk","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4310881792","doi":"https://doi.org/10.1145/3563357.3567410"},"language":"en","primary_location":{"id":"doi:10.1145/3563357.3567410","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3567410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","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/A5060193364","display_name":"Hardik Prabhu","orcid":"https://orcid.org/0000-0001-5577-4511"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hardik Prabhu","raw_affiliation_strings":["CloudAEye, Inc., India"],"affiliations":[{"raw_affiliation_string":"CloudAEye, Inc., India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040213611","display_name":"Pandarasamy Arjunan","orcid":"https://orcid.org/0000-0002-7697-3576"},"institutions":[{"id":"https://openalex.org/I4210167254","display_name":"Singapore-MIT Alliance for Research and Technology","ror":"https://ror.org/05yb3w112","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210167254"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pandarasamy Arjunan","raw_affiliation_strings":["Berkeley Education Alliance for Research in Singapore (BEARS) Limited, Singapore"],"affiliations":[{"raw_affiliation_string":"Berkeley Education Alliance for Research in Singapore (BEARS) Limited, Singapore","institution_ids":["https://openalex.org/I4210167254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060193364"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12917855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"512","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T11052","display_name":"Energy Load and Power Forecasting","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/T10603","display_name":"Smart Grid Energy Management","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/computer-science","display_name":"Computer science","score":0.7965917587280273},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6703832149505615},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.6497828364372253},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6392993927001953},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5534083843231201},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5148019194602966},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4590188264846802},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4573584794998169},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4543158710002899},{"id":"https://openalex.org/keywords/automatic-meter-reading","display_name":"Automatic meter reading","score":0.43636754155158997},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.4342614412307739},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4217362403869629},{"id":"https://openalex.org/keywords/open-data","display_name":"Open data","score":0.4210495948791504},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41247838735580444},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3942547142505646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26650622487068176},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26428455114364624},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15652796626091003},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13240966200828552},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10917270183563232},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1053333580493927},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09770539402961731}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965917587280273},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6703832149505615},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.6497828364372253},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6392993927001953},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5534083843231201},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5148019194602966},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4590188264846802},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4573584794998169},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4543158710002899},{"id":"https://openalex.org/C93763578","wikidata":"https://www.wikidata.org/wiki/Q3503672","display_name":"Automatic meter reading","level":3,"score":0.43636754155158997},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.4342614412307739},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4217362403869629},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.4210495948791504},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41247838735580444},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3942547142505646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26650622487068176},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26428455114364624},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15652796626091003},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13240966200828552},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10917270183563232},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1053333580493927},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09770539402961731},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3563357.3567410","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3567410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2549906944","https://openalex.org/W2802491896","https://openalex.org/W2894665398","https://openalex.org/W3016453002","https://openalex.org/W3043193240","https://openalex.org/W3080957353"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W2074806451","https://openalex.org/W2036145503","https://openalex.org/W1943986350","https://openalex.org/W1990698919","https://openalex.org/W2077996342","https://openalex.org/W2899767031","https://openalex.org/W4386133355","https://openalex.org/W3135161537","https://openalex.org/W2752294275"],"abstract_inverted_index":{"Building":[0],"energy":[1,11,26,30,60,81,108],"use":[2],"prediction":[3,31,61,82],"plays":[4],"a":[5,64],"crucial":[6],"role":[7],"in":[8,142],"whole":[9],"building":[10],"management.":[12],"In":[13],"recent":[14],"years,":[15],"with":[16,112],"the":[17,43,54,76,94,116,122],"advent":[18],"of":[19,45,47,58,79,106,124],"advanced":[20,38],"metering":[21],"infrastructures":[22],"that":[23,74],"generate":[24],"sub-hourly":[25],"meter":[27,109,136],"readings,":[28],"data-driven":[29,59,80,98],"models":[32,99,126],"have":[33],"been":[34],"implemented":[35],"by":[36],"leveraging":[37],"machine":[39],"learning":[40],"algorithms.":[41],"However,":[42],"lack":[44],"standardization":[46],"model":[48],"development":[49,78],"and":[50,56,89,96,120],"evaluation":[51],"tools":[52],"hinders":[53],"advancement":[55],"proliferation":[57],"techniques":[62],"on":[63,100,127],"large":[65,129],"scale.":[66],"This":[67],"paper":[68],"presents":[69],"eptk,":[70],"an":[71],"open-source":[72,102,143],"toolkit":[73,86],"enables":[75],"seamless":[77],"models.":[83],"The":[84],"proposed":[85],"helps":[87],"researchers":[88],"practitioners":[90],"to":[91],"easily":[92],"benchmark":[93],"existing":[95],"new":[97],"various":[101],"datasets":[103,130],"containing":[104,131],"time-series":[105],"multiple":[107],"data":[110],"along":[111],"relevant":[113],"metadata.":[114],"Using":[115],"toolkit,":[117],"we":[118],"develop":[119],"compare":[121],"performance":[123],"34":[125],"two":[128],"more":[132],"than":[133],"3,000":[134],"smart":[135],"readings.":[137],"eptk":[138],"will":[139],"be":[140],"released":[141],"for":[144],"community":[145],"use.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-12-20T00:00:00"}
