{"id":"https://openalex.org/W4403864172","doi":"https://doi.org/10.1109/tie.2024.3472285","title":"A Predictive Control Method Based on Neural Predictor and Soft Actor\u2013Critic for Power Converters","display_name":"A Predictive Control Method Based on Neural Predictor and Soft Actor\u2013Critic for Power Converters","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403864172","doi":"https://doi.org/10.1109/tie.2024.3472285"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2024.3472285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2024.3472285","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/A5076183265","display_name":"Liu Chenghao","orcid":"https://orcid.org/0009-0008-4324-8045"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenghao Liu","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-4324-8045","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024907998","display_name":"Jien Ma","orcid":"https://orcid.org/0000-0001-6970-3634"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jien Ma","raw_affiliation_strings":["College of Electrical Engineering and the State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6970-3634","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and the State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381443","display_name":"Xing Liu","orcid":"https://orcid.org/0000-0001-9685-2862"},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Liu","raw_affiliation_strings":["College of Electrical Engineering, Shanghai Dianji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9685-2862","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Shanghai Dianji University, Shanghai, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750859","display_name":"Lin Qiu","orcid":"https://orcid.org/0000-0003-1236-2191"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Qiu","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1236-2191","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090972515","display_name":"Wenjie Wu","orcid":"https://orcid.org/0000-0001-9173-7099"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Wu","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9173-7099","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085641680","display_name":"Youtong Fang","orcid":"https://orcid.org/0000-0002-8521-4184"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youtong Fang","raw_affiliation_strings":["College of Electrical Engineering and the State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8521-4184","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and the State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076183265"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.2924,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81027998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"5","first_page":"4556","last_page":"4566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9564999938011169,"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"}},"topics":[{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9564999938011169,"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/converters","display_name":"Converters","score":0.8457190990447998},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5732725262641907},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5727276802062988},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5519265532493591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5035499930381775},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4926632046699524},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42011791467666626},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36077865958213806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30290091037750244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2893034517765045},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.20853570103645325},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19116747379302979},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11400052905082703}],"concepts":[{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.8457190990447998},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5732725262641907},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5727276802062988},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5519265532493591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5035499930381775},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4926632046699524},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42011791467666626},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36077865958213806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30290091037750244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2893034517765045},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.20853570103645325},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19116747379302979},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11400052905082703},{"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.2024.3472285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2024.3472285","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1984592278","https://openalex.org/W2343848266","https://openalex.org/W2474795882","https://openalex.org/W2537100474","https://openalex.org/W2895836916","https://openalex.org/W2913548458","https://openalex.org/W3003501631","https://openalex.org/W3004836773","https://openalex.org/W3013711496","https://openalex.org/W3033928040","https://openalex.org/W3095883371","https://openalex.org/W3103520997","https://openalex.org/W3211263026","https://openalex.org/W4226063947","https://openalex.org/W4226332795","https://openalex.org/W4281258657","https://openalex.org/W4295046613","https://openalex.org/W4313590929","https://openalex.org/W4318624582","https://openalex.org/W4320713280","https://openalex.org/W4360595276","https://openalex.org/W4376607589","https://openalex.org/W4378965869","https://openalex.org/W4385696544","https://openalex.org/W4386065552","https://openalex.org/W4386562782","https://openalex.org/W4388108911","https://openalex.org/W4391992325","https://openalex.org/W4399767941","https://openalex.org/W4400188240","https://openalex.org/W6747473740"],"related_works":["https://openalex.org/W631083485","https://openalex.org/W4313452936","https://openalex.org/W2097026685","https://openalex.org/W2480068220","https://openalex.org/W2070883797","https://openalex.org/W4386859288","https://openalex.org/W2102542442","https://openalex.org/W1986220761","https://openalex.org/W2042495646","https://openalex.org/W2556120871"],"abstract_inverted_index":{"This":[0],"article":[1],"focuses":[2],"on":[3,58],"introducing":[4],"soft":[5,36],"reinforcement":[6],"learning":[7],"(RL)":[8],"techniques":[9],"into":[10],"the":[11,35,43,49,70,79,82,86,97,104],"finite":[12],"control-set":[13],"model":[14],"predictive":[15],"control":[16,45],"(FCS-MPC)":[17],"framework":[18],"to":[19,41,103],"enhance":[20],"robust":[21],"performance.":[22],"More":[23],"precisely,":[24],"building":[25],"upon":[26],"a":[27,55,59,65],"neural":[28],"predictor,":[29],"an":[30],"intelligent":[31,88],"agent":[32],"trained":[33],"using":[34],"actor\u2013critic":[37],"algorithm":[38],"is":[39,62,72],"developed":[40],"explore":[42],"optimal":[44],"input":[46],"embedded":[47],"within":[48],"MPC":[50],"framework.":[51],"Meanwhile,":[52],"during":[53],"training,":[54],"constraint":[56],"based":[57],"Lyapunov":[60],"function":[61],"introduced,":[63],"and":[64,93],"corresponding":[66],"update":[67],"law":[68],"for":[69],"weights":[71],"provided.":[73],"Furthermore,":[74],"this":[75,100],"proposed":[76],"method":[77],"guarantees":[78],"stability":[80],"of":[81,99],"system":[83],"integrated":[84],"with":[85],"RL":[87],"agent.":[89],"Finally,":[90],"both":[91],"simulation":[92],"experimental":[94],"results":[95],"validate":[96],"superiority":[98],"approach":[101],"compared":[102],"existing":[105],"FCS-MPC":[106],"methods.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
