{"id":"https://openalex.org/W2136012725","doi":"https://doi.org/10.11591/telkomnika.v11i4.2375","title":"A New Harmonic Current Forecasting Method for HAPF of Micro-grid","display_name":"A New Harmonic Current Forecasting Method for HAPF of Micro-grid","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2136012725","doi":"https://doi.org/10.11591/telkomnika.v11i4.2375","mag":"2136012725"},"language":"en","primary_location":{"id":"doi:10.11591/telkomnika.v11i4.2375","doi":"https://doi.org/10.11591/telkomnika.v11i4.2375","is_oa":false,"landing_page_url":"https://doi.org/10.11591/telkomnika.v11i4.2375","pdf_url":null,"source":{"id":"https://openalex.org/S4210203317","display_name":"TELKOMNIKA Indonesian Journal of Electrical Engineering","issn_l":"2087-278X","issn":["2087-278X","2302-4046","2460-7673"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TELKOMNIKA Indonesian Journal of Electrical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101468543","display_name":"Shengqing Li","orcid":"https://orcid.org/0000-0003-1874-2339","observed_orcids":["https://orcid.org/0000-0003-1874-2339"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LI Sheng-qing","raw_affiliation_strings":["Hunan\u00a0University\u00a0of\u00a0Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan\u00a0University\u00a0of\u00a0Technology","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007396147","display_name":"Zeng Huanyue","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZENG Huan-yue","raw_affiliation_strings":["Hunan\u00a0University\u00a0of\u00a0Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan\u00a0University\u00a0of\u00a0Technology","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054201042","display_name":"LIN Hong-zhi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276368","display_name":"China Railway Rolling Stock Corporation Zhuzhou Institute (China)","ror":"https://ror.org/0592f1d31","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126257","https://openalex.org/I4405276368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LIN Hong-zhi","raw_affiliation_strings":["Institute of Zhuzhou Electric Locomotive"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Zhuzhou Electric Locomotive","institution_ids":["https://openalex.org/I4405276368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054307582","display_name":"Li Weizhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LI Wei-zhou","raw_affiliation_strings":["Hunan\u00a0University\u00a0of\u00a0Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan\u00a0University\u00a0of\u00a0Technology","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109926355","display_name":"Xu Wenxiang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XU Wen-xiang","raw_affiliation_strings":["Hunan\u00a0University\u00a0of\u00a0Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan\u00a0University\u00a0of\u00a0Technology","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3972,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69220734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"11","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":1.0,"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":1.0,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.0,"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/T12300","display_name":"Advanced Electrical Measurement Techniques","score":0.0,"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/hybrid-active-power-filter","display_name":"hybrid active power filter","score":0.9700000286102295},{"id":"https://openalex.org/keywords/microgrids","display_name":"microgrids","score":0.75},{"id":"https://openalex.org/keywords/power-quality","display_name":"power quality","score":0.8240000009536743},{"id":"https://openalex.org/keywords/empirical-mode-decomposition","display_name":"empirical mode decomposition","score":0.9700000286102295},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9929999709129333},{"id":"https://openalex.org/keywords/kernel-functions","display_name":"kernel functions","score":0.6439999938011169},{"id":"https://openalex.org/keywords/harmonic-decomposition","display_name":"harmonic decomposition","score":0.6589999794960022},{"id":"https://openalex.org/keywords/harmonic-prediction","display_name":"harmonic prediction","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.6956204175949097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5900061130523682},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.5703675746917725},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5594437718391418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3241438865661621},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24249911308288574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19019949436187744},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14808857440948486},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.1107889711856842},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10857325792312622},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.05142569541931152}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.11591/telkomnika.v11i4.2375","doi":"https://doi.org/10.11591/telkomnika.v11i4.2375","is_oa":false,"landing_page_url":"https://doi.org/10.11591/telkomnika.v11i4.2375","pdf_url":null,"source":{"id":"https://openalex.org/S4210203317","display_name":"TELKOMNIKA Indonesian Journal of Electrical Engineering","issn_l":"2087-278X","issn":["2087-278X","2302-4046","2460-7673"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TELKOMNIKA Indonesian Journal of Electrical Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W153591757","https://openalex.org/W903215891","https://openalex.org/W1938153123","https://openalex.org/W1971158420","https://openalex.org/W1971229184","https://openalex.org/W1990144183","https://openalex.org/W2138953596","https://openalex.org/W2365088440","https://openalex.org/W2390964193"],"related_works":["https://openalex.org/W1968772820","https://openalex.org/W2361393669","https://openalex.org/W2370796429","https://openalex.org/W2171355953","https://openalex.org/W2392140549","https://openalex.org/W3208619300","https://openalex.org/W2371095837","https://openalex.org/W4394597315","https://openalex.org/W2381820790","https://openalex.org/W2352646973"],"abstract_inverted_index":{"There":[0],"are":[1],"a":[2,10,31],"lot":[3],"of":[4,13,21,48,102],"power":[5,24,34],"quality":[6],"problems":[7],"such":[8],"as":[9],"large":[11],"number":[12],"harmonic,":[14],"caused":[15],"by":[16],"quickly":[17],"changing":[18],"diverse":[19],"types":[20],"loads":[22],"and":[23,53,64],"resources":[25],"in":[26,85],"micro-grid.":[27],"This":[28,58],"paper":[29],"proposed":[30],"hybrid":[32,44],"active":[33],"filte":[35],"(HAPF)":[36],"harmonic":[37,69,75,92,104],"current":[38,70,76],"prediction":[39,46,119],"method":[40,59,63,112],"based":[41],"on":[42],"the":[43,61,68,95,99,118],"intelligent":[45],"model":[47],"Empirical":[49],"Mode":[50,55],"Decomposition":[51],"(EMD)":[52],"Intrinsic":[54],"Regression":[56],"(SVR).":[57],"Combine":[60],"EMD":[62,78],"SVR":[65,86],"module,":[66],"First,":[67],"is":[71],"decomposed":[72],"into":[73],"every":[74],"using":[77,81],"method;":[79],"Then":[80],"different":[82,90],"kernel":[83],"function":[84],"module":[87],"to":[88,116],"predict":[89],"times":[91],"currents":[93],"at":[94],"next":[96],"time;":[97],"Finally,":[98],"predicted":[100],"value":[101],"each":[103],"weighted":[105],"summation.":[106],"Simulation":[107],"results":[108],"show":[109],"that,":[110],"this":[111],"can":[113],"be":[114],"well":[115],"improve":[117],"performance.":[120],"DOI:\u00a0":[124],"http://dx.doi.org/10.11591/telkomnika.v11i4.2375":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}