{"id":"https://openalex.org/W4415969032","doi":"https://doi.org/10.1109/iecon58223.2025.11221909","title":"Adaptive Neural Network-Based PI (ANN-PI) Control for DC Microgrids in Renewable Hydrogen Production Systems","display_name":"Adaptive Neural Network-Based PI (ANN-PI) Control for DC Microgrids in Renewable Hydrogen Production Systems","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W4415969032","doi":"https://doi.org/10.1109/iecon58223.2025.11221909"},"language":null,"primary_location":{"id":"doi:10.1109/iecon58223.2025.11221909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082531658","display_name":"Shadi Khodakaramzadeh","orcid":"https://orcid.org/0000-0003-0791-0800"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Shadi Khodakaramzadeh","raw_affiliation_strings":["Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052336847","display_name":"Pavol Bauer","orcid":"https://orcid.org/0000-0002-1171-9972"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pavol Bauer","raw_affiliation_strings":["Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037810713","display_name":"Hani Vahedi","orcid":"https://orcid.org/0000-0001-6309-2633"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hani Vahedi","raw_affiliation_strings":["Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Department of Electrical Sustainable Energy,Delft,Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44580264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9492999911308289,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10223","display_name":"Microgrid Control and Optimization","score":0.9492999911308289,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.019600000232458115,"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"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.007199999876320362,"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":0.6539999842643738},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5892000198364258},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.4578000009059906},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.450300008058548},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4399000108242035},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.4180999994277954},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4065000116825104},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.38190001249313354},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.3702999949455261}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6539999842643738},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5892000198364258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48989999294281006},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.4578000009059906},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.450300008058548},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4399000108242035},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.4180999994277954},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4065000116825104},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3944000005722046},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.3702999949455261},{"id":"https://openalex.org/C14781684","wikidata":"https://www.wikidata.org/wiki/Q3983320","display_name":"Settling time","level":3,"score":0.35370001196861267},{"id":"https://openalex.org/C196226539","wikidata":"https://www.wikidata.org/wiki/Q7940752","display_name":"Voltage regulation","level":3,"score":0.34619998931884766},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.3402000069618225},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3075999915599823},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.28850001096725464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2827000021934509},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.2799000144004822},{"id":"https://openalex.org/C205875254","wikidata":"https://www.wikidata.org/wiki/Q17156857","display_name":"Decentralised system","level":3,"score":0.2696000039577484},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2637999951839447},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C40760162","wikidata":"https://www.wikidata.org/wiki/Q10920295","display_name":"Voltage droop","level":4,"score":0.26089999079704285},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.25949999690055847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon58223.2025.11221909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon58223.2025.11221909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2025 \u2013 51st Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1994440383","https://openalex.org/W2023744873","https://openalex.org/W2274744446","https://openalex.org/W2921161221","https://openalex.org/W2940551892","https://openalex.org/W3124476878","https://openalex.org/W4200236764","https://openalex.org/W4312854937","https://openalex.org/W4315925738","https://openalex.org/W4386391619","https://openalex.org/W4388736725","https://openalex.org/W4388750073","https://openalex.org/W4399556973","https://openalex.org/W4401821265","https://openalex.org/W4409792058","https://openalex.org/W4410986039"],"related_works":[],"abstract_inverted_index":{"This":[0],"research":[1],"presents":[2],"a":[3,87,92],"neural-adaptive":[4,128],"control":[5,44],"technique":[6],"for":[7,54,65,135],"DC":[8,103,137],"microgrids":[9],"in":[10,95,124],"renewable":[11],"hydrogen":[12],"production":[13,26],"systems.":[14],"The":[15,43,71,127],"proposed":[16],"approach":[17],"tackles":[18],"voltage":[19,99,105],"stability":[20,100],"issues":[21],"arising":[22],"from":[23],"variable":[24],"solar":[25,125],"and":[27,63,82,113,122],"fluctuating":[28],"electrolyzer":[29],"loads":[30],"with":[31,39,91],"an":[32],"adaptive":[33,66],"neural":[34],"network-based":[35],"proportional-integral":[36,67],"(ANN-PI)":[37],"controller":[38],"online":[40],"system":[41,56],"identification.":[42],"architecture":[45,73],"utilizes":[46],"two":[47],"concurrent":[48],"multilayer":[49],"perceptron":[50],"(MLP)":[51],"networks:":[52],"one":[53],"real-time":[55],"identification":[57],"to":[58],"estimate":[59],"the":[60,102,109],"Jacobian":[61],"matrix,":[62],"another":[64],"(PI)":[68],"parameter":[69],"adjustment.":[70],"decentralized":[72],"removes":[74],"communication":[75],"dependencies":[76],"among":[77],"converters,":[78],"hence":[79],"improving":[80],"reliability":[81],"scalability.":[83],"Simulation":[84],"results":[85],"indicate":[86],"better":[88],"dynamic":[89],"response":[90],"50%":[93],"decrease":[94],"settling":[96],"time,":[97],"increased":[98],"retaining":[101],"bus":[104],"within":[106],"\u00b12%":[107],"of":[108],"nominal":[110],"400":[111],"V,":[112],"resilient":[114],"performance":[115],"under":[116],"diverse":[117],"situations,":[118],"including":[119],"load":[120],"transitions":[121],"changes":[123],"irradiation.":[126],"method":[129],"effectively":[130],"facilitates":[131],"intelligent,":[132],"model-free":[133],"regulation":[134],"electric-hydrogen":[136],"microgrids.":[138]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-06T00:00:00"}
