{"id":"https://openalex.org/W4413978103","doi":"https://doi.org/10.1109/tie.2025.3595994","title":"Support Vector Machine-Integrated High-Definition MCPWM Technique for Improving Power Quality in Multilevel Inverters","display_name":"Support Vector Machine-Integrated High-Definition MCPWM Technique for Improving Power Quality in Multilevel Inverters","publication_year":2025,"publication_date":"2025-09-04","ids":{"openalex":"https://openalex.org/W4413978103","doi":"https://doi.org/10.1109/tie.2025.3595994"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3595994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3595994","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-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/A5017027035","display_name":"Rishiraj Sarker","orcid":"https://orcid.org/0000-0001-7790-2211"},"institutions":[{"id":"https://openalex.org/I2801120862","display_name":"General Motors (India)","ror":"https://ror.org/05g5nrw43","country_code":"IN","type":"company","lineage":["https://openalex.org/I118136607","https://openalex.org/I2801120862"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rishiraj Sarker","raw_affiliation_strings":["Motor Division, IFB Industries Ltd., Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0001-7790-2211","affiliations":[{"raw_affiliation_string":"Motor Division, IFB Industries Ltd., Bangalore, India","institution_ids":["https://openalex.org/I2801120862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083137970","display_name":"Subhabrata Pal","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhabrata Pal","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Roorkee, India"],"raw_orcid":"https://orcid.org/0009-0009-3291-0336","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065679759","display_name":"Avik Bhattacharya","orcid":"https://orcid.org/0000-0001-5902-7273"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Bhattacharya","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Roorkee, India"],"raw_orcid":"https://orcid.org/0000-0001-5902-7273","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10885617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"73","issue":"1","first_page":"82","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10228","display_name":"Multilevel Inverters and Converters","score":0.963100016117096,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/power-quality","display_name":"Power quality","score":0.7022475600242615},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5830561518669128},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5579782128334045},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5577547550201416},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5050349831581116},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39883166551589966},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.382199764251709},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3005741834640503},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.23778831958770752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21412020921707153},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.16550222039222717},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1209544837474823}],"concepts":[{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.7022475600242615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5830561518669128},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5579782128334045},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5577547550201416},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5050349831581116},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39883166551589966},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.382199764251709},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3005741834640503},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.23778831958770752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21412020921707153},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.16550222039222717},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1209544837474823},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2025.3595994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3595994","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2589025241","https://openalex.org/W2898874731","https://openalex.org/W2901825345","https://openalex.org/W2945768580","https://openalex.org/W2970884019","https://openalex.org/W2990837203","https://openalex.org/W2995051080","https://openalex.org/W3014341336","https://openalex.org/W3034550445","https://openalex.org/W3080214913","https://openalex.org/W3106706101","https://openalex.org/W3134508535","https://openalex.org/W3170984875","https://openalex.org/W3190196572","https://openalex.org/W3193503066","https://openalex.org/W4206180848","https://openalex.org/W4226281380","https://openalex.org/W4226338918","https://openalex.org/W4312240525","https://openalex.org/W4312336759","https://openalex.org/W4313590929","https://openalex.org/W4322707276","https://openalex.org/W4327522893","https://openalex.org/W4376607960","https://openalex.org/W4377971474","https://openalex.org/W4380607248","https://openalex.org/W4384788037","https://openalex.org/W4387146024"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1980100242"],"abstract_inverted_index":{"What":[0],"if":[1],"machine":[2,52],"learning":[3],"could":[4],"predict":[5],"inverter":[6,93],"harmonics":[7,74],"before":[8],"prototyping?":[9],"Conventional":[10],"pulse":[11],"width":[12],"modulation":[13],"(PWM)":[14],"techniques":[15],"in":[16,39,107,137],"cascaded":[17],"H-bridge":[18],"(CHB)":[19],"multilevel":[20],"inverters":[21],"(MLIs)":[22],"struggle":[23],"with":[24,58,103],"low-frequency":[25],"odd":[26,73],"harmonics,":[27],"high":[28],"switching":[29,83,89,108],"losses,":[30],"and":[31,37,78,80,91,115],"uneven":[32],"power":[33],"distribution,":[34],"limiting":[35],"efficiency":[36],"adaptability":[38],"industrial":[40,138],"applications.":[41,139],"For":[42],"the":[43,117],"first":[44],"time,":[45],"this":[46,97],"article":[47],"introduces":[48],"a":[49,59,104,131],"support":[50],"vector":[51],"(SVM)-based":[53],"harmonic":[54,101],"prediction":[55],"algorithm":[56,69],"integrated":[57],"high-definition":[60],"multicarrier":[61],"PWM":[62],"(HD-MCPWM)":[63],"technique":[64,119],"for":[65,135],"MLIs.":[66],"The":[67],"SVM":[68],"forecasts":[70],"lower":[71],"order":[72],"(5th,":[75],"7th,":[76],"11th,":[77],"13th)":[79],"determines":[81],"optimal":[82],"angles.":[84],"Meanwhile,":[85],"HD-MCPWM":[86],"ensures":[87],"uniform":[88],"losses":[90],"stable":[92],"output":[94],"currents.":[95],"Together,":[96],"approach":[98],"achieves":[99],"4.47%":[100],"distortion":[102],"33.3%":[105],"reduction":[106],"losses.":[109],"Validated":[110],"through":[111],"theoretical":[112],"models,":[113],"simulations,":[114],"prototypes,":[116],"proposed":[118],"delivers":[120],"97.8%":[121],"peak":[122],"efficiency,":[123],"demonstrating":[124],"its":[125],"superiority":[126],"over":[127],"conventional":[128],"methods":[129],"as":[130],"reliable,":[132],"efficient":[133],"solution":[134],"MLIs":[136]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
