{"id":"https://openalex.org/W2555993998","doi":"https://doi.org/10.1109/tie.2016.2631121","title":"A Random Forest Regression Based Space Vector PWM Inverter Controller for the Induction Motor Drive","display_name":"A Random Forest Regression Based Space Vector PWM Inverter Controller for the Induction Motor Drive","publication_year":2016,"publication_date":"2016-11-22","ids":{"openalex":"https://openalex.org/W2555993998","doi":"https://doi.org/10.1109/tie.2016.2631121","mag":"2555993998"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2016.2631121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2016.2631121","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/A5075155216","display_name":"M. A. Hannan","orcid":"https://orcid.org/0000-0001-8367-4112"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. A. Hannan","raw_affiliation_strings":["Department of Electrical Power Engineering, College of Engineering, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, College of Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103817891","display_name":"Jamal Abd Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jamal Abd Ali","raw_affiliation_strings":["Department of Electrical, Electronic and System Engineering, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and System Engineering, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Azah Mohamed","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Azah Mohamed","raw_affiliation_strings":["Department of Electrical, Electronic and System Engineering, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and System Engineering, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mohammad Nasir Uddin","orcid":null},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Nasir Uddin","raw_affiliation_strings":["Department of Electrical Engineering, Lakehead University, Thunder Bay, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lakehead University, Thunder Bay, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4549,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95050863,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"64","issue":"4","first_page":"2689","last_page":"2699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10228","display_name":"Multilevel Inverters and Converters","score":0.9984999895095825,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.9984999895095825,"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/T10278","display_name":"Electric Motor Design and Analysis","score":0.995199978351593,"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/T10504","display_name":"Sensorless Control of Electric Motors","score":0.9937000274658203,"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/control-theory","display_name":"Control theory (sociology)","score":0.7962568998336792},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.7926406264305115},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5967684388160706},{"id":"https://openalex.org/keywords/pulse-width-modulation","display_name":"Pulse-width modulation","score":0.5708173513412476},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.5385445356369019},{"id":"https://openalex.org/keywords/stator","display_name":"Stator","score":0.49193429946899414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4808926582336426},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.454860657453537},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3812989890575409},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36975523829460144},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.35617345571517944},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3096808195114136},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3084912896156311},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.20620617270469666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15191203355789185}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7962568998336792},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.7926406264305115},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5967684388160706},{"id":"https://openalex.org/C92746544","wikidata":"https://www.wikidata.org/wiki/Q585184","display_name":"Pulse-width modulation","level":3,"score":0.5708173513412476},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.5385445356369019},{"id":"https://openalex.org/C2776529397","wikidata":"https://www.wikidata.org/wiki/Q190312","display_name":"Stator","level":2,"score":0.49193429946899414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4808926582336426},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.454860657453537},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3812989890575409},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36975523829460144},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35617345571517944},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3096808195114136},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3084912896156311},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.20620617270469666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15191203355789185},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2016.2631121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2016.2631121","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":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1575120933","https://openalex.org/W1892711643","https://openalex.org/W1980661230","https://openalex.org/W1981640781","https://openalex.org/W1989171659","https://openalex.org/W1989954386","https://openalex.org/W2001992768","https://openalex.org/W2007807583","https://openalex.org/W2014337736","https://openalex.org/W2021176154","https://openalex.org/W2022348655","https://openalex.org/W2035318239","https://openalex.org/W2039346564","https://openalex.org/W2040747611","https://openalex.org/W2042510705","https://openalex.org/W2045952723","https://openalex.org/W2055308682","https://openalex.org/W2066624332","https://openalex.org/W2076264408","https://openalex.org/W2083378724","https://openalex.org/W2091069850","https://openalex.org/W2118531967","https://openalex.org/W2118723841","https://openalex.org/W2125278223","https://openalex.org/W2130575100","https://openalex.org/W2138805222","https://openalex.org/W2180967854","https://openalex.org/W2217321691","https://openalex.org/W2329839172","https://openalex.org/W6634386188"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W4390103748","https://openalex.org/W2389800468","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W2386294322","https://openalex.org/W4321384684","https://openalex.org/W2001279702"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,18,53,98,172],"random":[4],"forest":[5],"(RF)":[6],"regression":[7],"based":[8,85],"implementation":[9,40],"of":[10,25,38,52,65,115,134,150,157,175,193],"space":[11,55],"vector":[12,56],"pulse":[13],"width":[14],"modulation":[15,57],"(SVPWM)":[16],"for":[17,44,104,108],"two-level":[19],"inverter":[20,155,198],"to":[21,48,61,70,102,122],"improve":[22,49],"the":[23,26,36,45,50,63,66,105,109,116,123,151,176,183,191,194],"performance":[24,51,192],"three-phase":[27],"induction":[28,158],"motor":[29,159],"(TIM)":[30],"drive.":[31],"The":[32,93,113,148],"RF":[33,68],"scheme":[34],"offers":[35],"advantage":[37],"rapid":[39],"and":[41,80,91,125,141,163,179,189],"improved":[42],"prediction":[43],"SVPWM":[46,86,118,154,197],"algorithm":[47,101],"conventional":[54],"scheme.":[58],"In":[59],"order":[60],"show":[62,168],"superiority":[64],"proposed":[67,94,195],"technique":[69],"other":[71],"techniques,":[72],"an":[73],"adaptive":[74],"neuro":[75],"fuzzy":[76],"inference":[77],"system":[78],"(ANFIS)":[79],"artificial":[81],"neural":[82],"network":[83],"(ANN)":[84],"schemes":[87],"are":[88,187],"also":[89],"used":[90],"compared.":[92],"speed":[95,177],"controller":[96,111,156],"uses":[97],"backtracking":[99],"search":[100,103],"best":[106],"values":[107],"proportional-integral":[110],"parameters.":[112],"robustness":[114],"RF-based":[117,153,196],"is":[119,161,171],"found":[120],"superior":[121],"ANFIS":[124],"ANN":[126],"controllers":[127],"in":[128,132],"all":[129],"tested":[130],"cases":[131],"terms":[133],"damping":[135],"capability,":[136],"settling":[137],"time,":[138],"steady-state":[139],"error,":[140],"transient":[142],"response":[143,178],"under":[144],"different":[145],"operating":[146],"conditions.":[147],"prototype":[149],"optimal":[152],"drive":[160],"fabricated":[162],"tested.":[164],"Several":[165],"experimental":[166],"results":[167,185],"that":[169],"there":[170],"good":[173],"agreement":[174],"stator":[180],"current":[181],"with":[182],"simulation":[184],"which":[186],"verified":[188],"validated":[190],"controller.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
