{"id":"https://openalex.org/W4386970486","doi":"https://doi.org/10.1109/iceccme57830.2023.10252813","title":"Study on inertia based MPPT control using reinforcement learning algorithm for extra power production","display_name":"Study on inertia based MPPT control using reinforcement learning algorithm for extra power production","publication_year":2023,"publication_date":"2023-07-19","ids":{"openalex":"https://openalex.org/W4386970486","doi":"https://doi.org/10.1109/iceccme57830.2023.10252813"},"language":"en","primary_location":{"id":"doi:10.1109/iceccme57830.2023.10252813","doi":"https://doi.org/10.1109/iceccme57830.2023.10252813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceccme57830.2023.10252813","pdf_url":null,"source":{"id":"https://openalex.org/S4363607770","display_name":"International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5036931205","display_name":"Nyam Jargalsaikhan","orcid":"https://orcid.org/0000-0003-1272-7592","observed_orcids":["https://orcid.org/0000-0003-1272-7592"]},"institutions":[{"id":"https://openalex.org/I32915989","display_name":"University of the Ryukyus","ror":"https://ror.org/02z1n9q24","country_code":"JP","type":"education","lineage":["https://openalex.org/I32915989"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nyam Jargalsaikhan","raw_affiliation_strings":["University of the Ryukyus,Grad. School of Engineering and Science,Okinawa,Japan","Grad. School of Engineering and Science, University of the Ryukyus, Okinawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Ryukyus,Grad. School of Engineering and Science,Okinawa,Japan","institution_ids":["https://openalex.org/I32915989"]},{"raw_affiliation_string":"Grad. School of Engineering and Science, University of the Ryukyus, Okinawa, Japan","institution_ids":["https://openalex.org/I32915989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001153391","display_name":"Sergelen Byambaa","orcid":"https://orcid.org/0000-0003-4931-4193","observed_orcids":["https://orcid.org/0000-0003-4931-4193"]},"institutions":[{"id":"https://openalex.org/I144917393","display_name":"Mongolian University of Science and Technology","ror":"https://ror.org/02shmve39","country_code":"MN","type":"education","lineage":["https://openalex.org/I144917393"]}],"countries":["MN"],"is_corresponding":false,"raw_author_name":"Sergelen Byambaa","raw_affiliation_strings":["Mongolian University of Science and Technology,Department of Electrical Engineering,Ulaanbaatar,Mongolia","Department of Electrical Engineering, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mongolian University of Science and Technology,Department of Electrical Engineering,Ulaanbaatar,Mongolia","institution_ids":["https://openalex.org/I144917393"]},{"raw_affiliation_string":"Department of Electrical Engineering, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia","institution_ids":["https://openalex.org/I144917393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004109334","display_name":"Masahiro Furukakoi","orcid":"https://orcid.org/0000-0002-1169-017X","observed_orcids":["https://orcid.org/0000-0002-1169-017X"]},"institutions":[{"id":"https://openalex.org/I4210117716","display_name":"National Institute of Technology, Sasebo College","ror":"https://ror.org/02vvp2k82","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210117716","https://openalex.org/I4210120810"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Furukakoi Masahiro","raw_affiliation_strings":["Sasebo College,National Institute of Technology,Nagasaki,Japan","National Institute of Technology, Sasebo College, Nagasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sasebo College,National Institute of Technology,Nagasaki,Japan","institution_ids":["https://openalex.org/I4210117716"]},{"raw_affiliation_string":"National Institute of Technology, Sasebo College, Nagasaki, Japan","institution_ids":["https://openalex.org/I4210117716"]}]},{"author_position":"last","author":{"id":null,"display_name":"Senjyu Tomonobu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I32915989","display_name":"University of the Ryukyus","ror":"https://ror.org/02z1n9q24","country_code":"JP","type":"education","lineage":["https://openalex.org/I32915989"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Senjyu Tomonobu","raw_affiliation_strings":["University of the Ryukyus,Faculty of Engineering,Okinawa,Japan","Faculty of Engineering, University of the Ryukyus, Okinawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Ryukyus,Faculty of Engineering,Okinawa,Japan","institution_ids":["https://openalex.org/I32915989"]},{"raw_affiliation_string":"Faculty of Engineering, University of the Ryukyus, Okinawa, Japan","institution_ids":["https://openalex.org/I32915989"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4481,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41119639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"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/T10740","display_name":"Wind Turbine Control Systems","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/T10740","display_name":"Wind Turbine Control Systems","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/T10680","display_name":"Wind Energy Research and Development","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10278","display_name":"Electric Motor Design and Analysis","score":0.0,"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/maximum-power-point-tracking","display_name":"maximum power point tracking","score":0.9580000042915344},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.6909999847412109},{"id":"https://openalex.org/keywords/rotor-inertia","display_name":"rotor inertia","score":0.7910000085830688},{"id":"https://openalex.org/keywords/permanent-magnet-synchronous-generator","display_name":"permanent magnet synchronous generator","score":0.9300000071525574},{"id":"https://openalex.org/keywords/wind-energy-conversion-system","display_name":"wind energy conversion system","score":0.8970000147819519},{"id":"https://openalex.org/keywords/variable-speed-wind-turbine","display_name":"variable speed wind turbine","score":0.9100000262260437},{"id":"https://openalex.org/keywords/tip-speed-ratio","display_name":"tip speed ratio","score":0.8320000171661377},{"id":"https://openalex.org/keywords/low-wind-speed-operation","display_name":"low wind speed operation","score":0.6740000247955322}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.7450425624847412},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7336235046386719},{"id":"https://openalex.org/C81063470","wikidata":"https://www.wikidata.org/wiki/Q1256787","display_name":"Rotational speed","level":2,"score":0.7114702463150024},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6485443711280823},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.6407310962677002},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6211966872215271},{"id":"https://openalex.org/C2776336204","wikidata":"https://www.wikidata.org/wiki/Q17104528","display_name":"Variable speed wind turbine","level":4,"score":0.6173511147499084},{"id":"https://openalex.org/C10238366","wikidata":"https://www.wikidata.org/wiki/Q165618","display_name":"Moment of inertia","level":2,"score":0.6140514016151428},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6086537837982178},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.5610884428024292},{"id":"https://openalex.org/C201320609","wikidata":"https://www.wikidata.org/wiki/Q3274420","display_name":"Permanent magnet synchronous generator","level":3,"score":0.5176125764846802},{"id":"https://openalex.org/C2777512574","wikidata":"https://www.wikidata.org/wiki/Q1679092","display_name":"Tip-speed ratio","level":3,"score":0.5109924077987671},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.49391084909439087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4878683090209961},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.46377888321876526},{"id":"https://openalex.org/C45641319","wikidata":"https://www.wikidata.org/wiki/Q550768","display_name":"Electronic speed control","level":2,"score":0.4370192289352417},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.4344678521156311},{"id":"https://openalex.org/C5594486","wikidata":"https://www.wikidata.org/wiki/Q161635","display_name":"Angular velocity","level":2,"score":0.4343244731426239},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29437679052352905},{"id":"https://openalex.org/C16389437","wikidata":"https://www.wikidata.org/wiki/Q11421","display_name":"Magnet","level":2,"score":0.2375446856021881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15620627999305725},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.14830490946769714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1405828297138214},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11868202686309814},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.07529625296592712},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceccme57830.2023.10252813","doi":"https://doi.org/10.1109/iceccme57830.2023.10252813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceccme57830.2023.10252813","pdf_url":null,"source":{"id":"https://openalex.org/S4363607770","display_name":"International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9853000044822693},{"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":13,"referenced_works":["https://openalex.org/W1780316986","https://openalex.org/W1980173984","https://openalex.org/W2058318984","https://openalex.org/W2973479281","https://openalex.org/W3003656552","https://openalex.org/W3019123671","https://openalex.org/W3036773851","https://openalex.org/W3039730865","https://openalex.org/W4220694971","https://openalex.org/W4283738911","https://openalex.org/W4296123849","https://openalex.org/W4312321739","https://openalex.org/W4362661083"],"related_works":["https://openalex.org/W2058318984","https://openalex.org/W4283738911","https://openalex.org/W2025823405","https://openalex.org/W2342517686","https://openalex.org/W3006745470","https://openalex.org/W4212890068","https://openalex.org/W4391236984","https://openalex.org/W1524812035","https://openalex.org/W3216525885","https://openalex.org/W2958155752"],"abstract_inverted_index":{"Permanent":[0],"magnet":[1],"synchronous":[2],"generator":[3],"(PMSG)":[4],"based":[5],"wind":[6,35,42,98,130,182],"energy":[7],"conversion":[8],"system":[9],"(WECS)":[10],"also":[11],"known":[12],"as":[13,145],"Type":[14],"4-WECS":[15],"has":[16,184],"many":[17],"advantages":[18,27],"over":[19],"other":[20],"types":[21],"of":[22,25,74,80,95,181],"WECS.":[23],"One":[24],"the":[26,38,72,77,81,92,96,104,129,146,163,188],"is":[28,62,89,143],"full":[29],"variable":[30,123],"speed":[31,49,106,120,124,139],"operation":[32],"for":[33,50,83,111,162],"low":[34],"speed.":[36],"With":[37],"MPPT":[39,148],"control,":[40],"most":[41],"turbines":[43,183],"try":[44],"to":[45,57,90,101],"follow":[46],"optimal":[47,118,137],"rotational":[48,78,105,119,158],"maximum":[51],"possible":[52],"power":[53,67,85,179],"capture.":[54],"However,":[55],"due":[56],"rotor":[58,93],"inertia,":[59],"tracking":[60],"loss":[61],"inevitable,":[63],"which":[64],"causes":[65],"decreased":[66],"production.":[68,86],"This":[69],"study":[70],"investigates":[71],"use":[73,91],"inertia":[75,94],"in":[76,121,173],"masses":[79],"WT":[82],"increased":[84,185],"The":[87,136,167],"idea":[88],"large-scale":[97],"turbine":[99,131],"(VSWT)":[100],"temporarily":[102],"retain":[103],"at":[107],"a":[108,112,122,127],"higher":[109],"value":[110],"short":[113],"time":[114],"rather":[115],"than":[116,187],"following":[117],"region.":[125],"As":[126],"result,":[128],"can":[132],"capture":[133],"more":[134],"power.":[135],"tip":[138],"ratio":[140],"(TSR)":[141],"method":[142],"used":[144,161],"main":[147],"control":[149],"method,":[150],"and":[151,175],"additional":[152],"Reinforcement":[153],"Learning":[154],"(RL)":[155],"algorithm-based":[156],"reference":[157],"readjustment":[159],"was":[160],"purpose":[164],"mentioned":[165],"above.":[166],"simulation":[168],"studies":[169],"have":[170],"been":[171],"conducted":[172],"Matlab/Simulink\u00aesoftware":[174],"it":[176],"showed":[177],"that":[178],"production":[180],"slightly":[186],"standard":[189],"method.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-09-23T00:00:00"}