{"id":"https://openalex.org/W4415970055","doi":"https://doi.org/10.1109/iecon58223.2025.11221161","title":"Neural Network Based Current Harmonic Predictions Using PCC Voltage Measurements in Distribution Networks","display_name":"Neural Network Based Current Harmonic Predictions Using PCC Voltage Measurements in Distribution Networks","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4415970055","doi":"https://doi.org/10.1109/iecon58223.2025.11221161"},"language":null,"primary_location":{"id":"doi:10.1109/iecon58223.2025.11221161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st Annual Conference of the IEEE Industrial Electronics Society","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/A5018025663","display_name":"RHNS Jayathissa","orcid":null},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rhns Jayathissa","raw_affiliation_strings":["Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028349208","display_name":"Firuz Zare","orcid":"https://orcid.org/0000-0002-6051-6258"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Firuz Zare","raw_affiliation_strings":["Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083626840","display_name":"Simon Denman","orcid":"https://orcid.org/0000-0002-0983-5480"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Denman","raw_affiliation_strings":["Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084175000","display_name":"Amir Taghvaie","orcid":"https://orcid.org/0000-0003-0455-9664"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amir Taghvaie","raw_affiliation_strings":["Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003260186","display_name":"Maryam Haghighat","orcid":"https://orcid.org/0000-0002-2080-8483"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maryam Haghighat","raw_affiliation_strings":["Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology,School of Electrical Engineering and Robotics,Brisbane City,QLD,Australia,4000","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021506332","display_name":"Dinesh Kumar","orcid":"https://orcid.org/0000-0003-1992-1398"},"institutions":[{"id":"https://openalex.org/I4210117054","display_name":"Danfoss (Denmark)","ror":"https://ror.org/039pgdx28","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210117054"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Dinesh Kumar","raw_affiliation_strings":["Danfoss Drives,Global Research &amp; Development Center,Grasten,Denmark,6300"],"affiliations":[{"raw_affiliation_string":"Danfoss Drives,Global Research &amp; Development Center,Grasten,Denmark,6300","institution_ids":["https://openalex.org/I4210117054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018025663"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31349616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.933899998664856,"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/T10573","display_name":"Power Quality and Harmonics","score":0.933899998664856,"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/T10305","display_name":"Power System Optimization and Stability","score":0.015300000086426735,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.009100000374019146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/harmonics","display_name":"Harmonics","score":0.9056000113487244},{"id":"https://openalex.org/keywords/harmonic","display_name":"Harmonic","score":0.6186000108718872},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5795000195503235},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.5121999979019165},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4982999861240387},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4936000108718872},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.4544000029563904},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.45410001277923584},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4180000126361847}],"concepts":[{"id":"https://openalex.org/C188414643","wikidata":"https://www.wikidata.org/wiki/Q3001183","display_name":"Harmonics","level":3,"score":0.9056000113487244},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.6186000108718872},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5795000195503235},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5121999979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5069000124931335},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4982999861240387},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4936000108718872},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4544000029563904},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.44369998574256897},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C131770355","wikidata":"https://www.wikidata.org/wiki/Q876215","display_name":"Harmonic analysis","level":2,"score":0.4032000005245209},{"id":"https://openalex.org/C42156128","wikidata":"https://www.wikidata.org/wiki/Q162641","display_name":"Total harmonic distortion","level":3,"score":0.388700008392334},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C196796808","wikidata":"https://www.wikidata.org/wiki/Q132629","display_name":"Electrical network","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.3725999891757965},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.33340001106262207},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.28780001401901245},{"id":"https://openalex.org/C22762622","wikidata":"https://www.wikidata.org/wiki/Q628904","display_name":"Operating point","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.27129998803138733},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon58223.2025.11221161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1852262583","https://openalex.org/W1973119332","https://openalex.org/W1982699734","https://openalex.org/W2053520533","https://openalex.org/W2054119616","https://openalex.org/W2062810045","https://openalex.org/W2069330477","https://openalex.org/W2086519184","https://openalex.org/W2111460811","https://openalex.org/W2123119012","https://openalex.org/W2128131274","https://openalex.org/W2132984323","https://openalex.org/W2134425046","https://openalex.org/W2162443378","https://openalex.org/W2273206781","https://openalex.org/W2588551117","https://openalex.org/W2954070774","https://openalex.org/W3023053225","https://openalex.org/W3035775257","https://openalex.org/W3137878297","https://openalex.org/W3164592096","https://openalex.org/W3175025809","https://openalex.org/W4285141556","https://openalex.org/W4295997845","https://openalex.org/W4360596908","https://openalex.org/W4361792180","https://openalex.org/W4366828876","https://openalex.org/W4406354385","https://openalex.org/W4407951646"],"related_works":[],"abstract_inverted_index":{"Conventional":[0],"current":[1,37,78,98,151],"harmonic":[2,58],"prediction":[3],"techniques":[4],"exhibit":[5],"significant":[6],"limitations":[7],"at":[8,42,60,153],"a":[9,29,48,143,154],"system":[10,155],"level":[11,156],"in":[12,70,95,110,134],"distribution":[13,158],"networks":[14],"due":[15],"to":[16,72,161],"multivariable,":[17],"complex,":[18],"and":[19,50,113,130,138,145,164],"time-varying":[20],"models":[21],"under":[22,101],"variable":[23],"operating":[24],"conditions.":[25],"This":[26,140],"paper":[27],"proposes":[28],"novel":[30],"neural":[31],"network-based":[32],"technique":[33],"for":[34,148],"predicting":[35,96,149],"low-order":[36,97,150],"harmonics":[38,41,79,152],"using":[39],"voltage":[40,57,107],"the":[43,61,74,91,102,162],"point":[44,62],"of":[45,63,77,104,136,167],"common":[46,64],"coupling,":[47,65],"practical":[49,144],"accurate":[51],"approach.":[52],"The":[53,88,116],"proposed":[54,117],"model":[55],"employs":[56],"data":[59],"which":[66],"are":[67],"easily":[68],"measurable":[69],"practice,":[71],"predict":[73],"corresponding":[75],"amplitude":[76],"generated":[80],"by":[81],"nonlinear":[82],"loads":[83],"such":[84,122],"as":[85,123],"grid-connected":[86],"inverters.":[87],"results":[89],"demonstrate":[90],"model's":[92],"high":[93],"accuracy":[94,137],"harmonics,":[99,108],"even":[100],"influence":[103],"grid":[105,114],"background":[106],"variations":[109],"operational":[111],"power,":[112],"impedance.":[115],"method":[118],"outperforms":[119],"other":[120],"models,":[121],"support":[124],"vector":[125],"regression,":[126,129,133],"multiple":[127],"linear":[128],"gaussian":[131],"process":[132],"terms":[135],"consistency.":[139],"work":[141],"offers":[142],"reliable":[146],"approach":[147],"(e.g.,":[157],"networks),":[159],"contributing":[160],"stable":[163],"efficient":[165],"operation":[166],"electrical":[168],"grids":[169],"maintaining":[170],"power":[171],"quality":[172],"standards.":[173]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-11-06T00:00:00"}
