{"id":"https://openalex.org/W4390402193","doi":"https://doi.org/10.1109/isgtasia54891.2023.10372797","title":"Generation of Realistic Smartmeter Data","display_name":"Generation of Realistic Smartmeter Data","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4390402193","doi":"https://doi.org/10.1109/isgtasia54891.2023.10372797"},"language":"en","primary_location":{"id":"doi:10.1109/isgtasia54891.2023.10372797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgtasia54891.2023.10372797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)","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/A5079088179","display_name":"Ali Othman","orcid":null},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Ali Othman","raw_affiliation_strings":["University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039232277","display_name":"N.R. Watson","orcid":"https://orcid.org/0000-0002-1320-3101"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Neville R. Watson","raw_affiliation_strings":["University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054032710","display_name":"Andrew Lapthorn","orcid":"https://orcid.org/0000-0001-7320-1303"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Andrew Lapthorn","raw_affiliation_strings":["University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Canterbury,Electrical &#x0026; Computer Engineering Department,Christchurch,New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036773194","display_name":"Radnya Mukhedkar","orcid":"https://orcid.org/0000-0001-7951-5688"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Radnya Mukhedkar","raw_affiliation_strings":["University of Canterbury,EPECentre,Christchurch,New Zealand","EPECentre, University of Canterbury, Christchurch, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Canterbury,EPECentre,Christchurch,New Zealand","institution_ids":["https://openalex.org/I185492890"]},{"raw_affiliation_string":"EPECentre, University of Canterbury, Christchurch, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079088179"],"corresponding_institution_ids":["https://openalex.org/I185492890"],"apc_list":null,"apc_paid":null,"fwci":0.1337,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47736644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9995999932289124,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9995999932289124,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9987999796867371,"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/harmonics","display_name":"Harmonics","score":0.8084580898284912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628177762031555},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5367305278778076},{"id":"https://openalex.org/keywords/harmonic-analysis","display_name":"Harmonic analysis","score":0.4988982677459717},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4957202672958374},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4834664463996887},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.47755083441734314},{"id":"https://openalex.org/keywords/total-harmonic-distortion","display_name":"Total harmonic distortion","score":0.4691024720668793},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4690820276737213},{"id":"https://openalex.org/keywords/harmonic","display_name":"Harmonic","score":0.4680103063583374},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.46236494183540344},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.452169269323349},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.43710535764694214},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.39895448088645935},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2830887734889984},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2656433880329132},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22620055079460144},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1549161970615387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07858723402023315}],"concepts":[{"id":"https://openalex.org/C188414643","wikidata":"https://www.wikidata.org/wiki/Q3001183","display_name":"Harmonics","level":3,"score":0.8084580898284912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628177762031555},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5367305278778076},{"id":"https://openalex.org/C131770355","wikidata":"https://www.wikidata.org/wiki/Q876215","display_name":"Harmonic analysis","level":2,"score":0.4988982677459717},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4957202672958374},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4834664463996887},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.47755083441734314},{"id":"https://openalex.org/C42156128","wikidata":"https://www.wikidata.org/wiki/Q162641","display_name":"Total harmonic distortion","level":3,"score":0.4691024720668793},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4690820276737213},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.4680103063583374},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.46236494183540344},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.452169269323349},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.43710535764694214},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.39895448088645935},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2830887734889984},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2656433880329132},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22620055079460144},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1549161970615387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07858723402023315},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/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},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgtasia54891.2023.10372797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgtasia54891.2023.10372797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1973607880","https://openalex.org/W1998236346","https://openalex.org/W2227522135","https://openalex.org/W2320281445","https://openalex.org/W2542962335","https://openalex.org/W2563504136","https://openalex.org/W2567105174","https://openalex.org/W2730936454","https://openalex.org/W2792424516","https://openalex.org/W2808130203","https://openalex.org/W2969021942","https://openalex.org/W4304761853"],"related_works":["https://openalex.org/W2026048727","https://openalex.org/W2525517395","https://openalex.org/W3041419339","https://openalex.org/W2031753233","https://openalex.org/W2162458593","https://openalex.org/W2543604558","https://openalex.org/W2143833827","https://openalex.org/W2536922071","https://openalex.org/W1970875790","https://openalex.org/W2144460627"],"abstract_inverted_index":{"In":[0],"light":[1],"of":[2,9,28,48,61,92],"the":[3,7,42,46,111],"clean":[4],"energy":[5],"vision,":[6],"uptake":[8],"Electric":[10],"Vehicles":[11],"(EVs),":[12],"DERs,":[13],"and":[14,21],"other":[15],"nonlinear":[16],"devices":[17],"has":[18,22],"been":[19],"increased":[20],"led":[23],"to":[24,40,71,86,115],"a":[25,66,83],"growing":[26],"issue":[27],"harmonic":[29,58,104],"distortion":[30],"in":[31],"Low":[32],"Voltage":[33],"(LV)":[34],"distribution":[35,63,94],"networks.":[36,95],"A":[37],"key":[38],"enabler":[39],"operate":[41],"system":[43],"better":[44],"is":[45],"use":[47,76],"measurement":[49],"data,":[50],"such":[51],"as":[52],"Smartmeter":[53],"data.":[54,79,105],"However,":[55],"obtaining":[56,102],"actual":[57],"time-series":[59,78,103],"measurements":[60],"LV":[62,93],"networks":[64],"remains":[65],"challenge,":[67],"limiting":[68],"research":[69],"efforts":[70],"investigate":[72],"innovating":[73],"algorithms":[74],"that":[75],"this":[77,107],"This":[80],"paper":[81,97,108],"introduces":[82],"novel":[84],"approach":[85],"generate":[87],"realistic":[88],"synthetic":[89],"smartmeter":[90],"data":[91],"The":[96],"discusses":[98],"various":[99],"methods":[100],"for":[101],"Furthermore,":[106],"briefly":[109],"addresses":[110],"privacy":[112],"considerations":[113],"related":[114],"harmonics":[116],"measurements.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
