{"id":"https://openalex.org/W4411639751","doi":"https://doi.org/10.1109/tii.2025.3576852","title":"Dynamic State Estimation for Photovoltaic Under Variations of Solar Irradiance","display_name":"Dynamic State Estimation for Photovoltaic Under Variations of Solar Irradiance","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411639751","doi":"https://doi.org/10.1109/tii.2025.3576852"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3576852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3576852","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","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/A5061475616","display_name":"Jianan Shan","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianan Shan","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0006-9976-3519","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047501422","display_name":"Yijun Xu","orcid":"https://orcid.org/0000-0002-1970-1283"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Xu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-1970-1283","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614290","display_name":"Wei Gu","orcid":"https://orcid.org/0000-0003-2701-0009"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-2701-0009","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041488867","display_name":"Zongsheng Zheng","orcid":"https://orcid.org/0000-0002-4198-5788"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongsheng Zheng","raw_affiliation_strings":["School of Electrical Engineering, Sichuan University, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-4198-5788","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Sichuan University, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081999904","display_name":"Ruizhi Yu","orcid":"https://orcid.org/0000-0001-6005-309X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruizhi Yu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6005-309X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103723572","display_name":"Yimin Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbing Yao","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0006-3316-2681","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092453716","display_name":"Kai Liu","orcid":"https://orcid.org/0009-0004-9593-6588"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Liu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0004-9593-6588","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086816369","display_name":"Shuai Lu","orcid":"https://orcid.org/0000-0002-5753-5327"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Lu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5753-5327","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017227182","display_name":"Amir Hossein Abolmasoumi","orcid":"https://orcid.org/0000-0001-9739-1340"},"institutions":[{"id":"https://openalex.org/I35510649","display_name":"Arak University","ror":"https://ror.org/00ngrq502","country_code":"IR","type":"education","lineage":["https://openalex.org/I35510649"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Hossein Abolmasoumi","raw_affiliation_strings":["Electrical Engineering Department, Arak University, Arak, Iran"],"raw_orcid":"https://orcid.org/0000-0001-9739-1340","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Arak University, Arak, Iran","institution_ids":["https://openalex.org/I35510649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073678278","display_name":"Lamine Mili","orcid":"https://orcid.org/0000-0001-6134-3945"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lamine Mili","raw_affiliation_strings":["Bradley Department of Electrical and Computer Engineering, Virginia Tech, Northern Virginia Center, Falls Church, VA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6134-3945","affiliations":[{"raw_affiliation_string":"Bradley Department of Electrical and Computer Engineering, Virginia Tech, Northern Virginia Center, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5061475616"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.9671,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74418884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"21","issue":"10","first_page":"7609","last_page":"7620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.5910000205039978,"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"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.5910000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7635043859481812},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.7261800765991211},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.5932010412216187},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.43055999279022217},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42837655544281006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35762494802474976},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.34350860118865967},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23496747016906738},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20712968707084656},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.18959534168243408},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18062323331832886},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.17096355557441711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11797699332237244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08063444495201111}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7635043859481812},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.7261800765991211},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.5932010412216187},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43055999279022217},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42837655544281006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35762494802474976},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.34350860118865967},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23496747016906738},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20712968707084656},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.18959534168243408},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18062323331832886},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.17096355557441711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11797699332237244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08063444495201111},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3576852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3576852","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1118665643","https://openalex.org/W2037647993","https://openalex.org/W2066175279","https://openalex.org/W2091413995","https://openalex.org/W2107163632","https://openalex.org/W2463955634","https://openalex.org/W2550929829","https://openalex.org/W2595642897","https://openalex.org/W2600970829","https://openalex.org/W2607186288","https://openalex.org/W2755393605","https://openalex.org/W2765180076","https://openalex.org/W2765195441","https://openalex.org/W2770983174","https://openalex.org/W2896354111","https://openalex.org/W2907279400","https://openalex.org/W2912753047","https://openalex.org/W2951768111","https://openalex.org/W2951805303","https://openalex.org/W2952209535","https://openalex.org/W2998994343","https://openalex.org/W3011159591","https://openalex.org/W3023893512","https://openalex.org/W3040881153","https://openalex.org/W3043498118","https://openalex.org/W3161460082","https://openalex.org/W3216419532","https://openalex.org/W4225857404","https://openalex.org/W4285821268","https://openalex.org/W4293113266","https://openalex.org/W4395680534","https://openalex.org/W4396523551","https://openalex.org/W4399057786","https://openalex.org/W4400679618","https://openalex.org/W4401607332"],"related_works":["https://openalex.org/W2550512741","https://openalex.org/W1530649511","https://openalex.org/W3104379783","https://openalex.org/W2087130400","https://openalex.org/W2131174359","https://openalex.org/W4322211974","https://openalex.org/W2884263184","https://openalex.org/W2995848355","https://openalex.org/W1749313231","https://openalex.org/W3201088759"],"abstract_inverted_index":{"Dynamic":[0],"state":[1],"estimation":[2,32,46,72,105],"(DSE)":[3],"plays":[4],"a":[5,54,86,126,190,199],"fundamental":[6],"role":[7],"in":[8,64,189],"the":[9,26,31,82,92,116,122,134,168,170,179,183,203],"monitoring":[10],"and":[11,98,205],"operation":[12],"of":[13,29,33,118,125,159,178,182,207],"power":[14,209],"systems.":[15,210],"Although":[16],"previous":[17],"work":[18],"focuses":[19],"mainly":[20],"on":[21,148],"traditional":[22],"synchronous":[23],"generations,":[24],"with":[25,53,91,140],"increasing":[27,39],"penetration":[28],"renewables,":[30],"photovoltaic":[34],"(PV)":[35],"systems":[36,152],"is":[37,129,186],"gaining":[38],"popularity.":[40],"However,":[41],"they":[42],"primarily":[43],"address":[44],"static":[45],"or":[47],"adopt":[48],"an":[49,141,175],"oversimplified":[50],"dynamic":[51,180],"model":[52],"deterministic":[55],"assumption":[56],"for":[57,81,85,202],"solar":[58,108,119,160],"irradiance.":[59],"Obviously,":[60],"this":[61,77],"cannot":[62],"hold":[63],"practice,":[65],"which":[66,128,185],"will":[67],"inevitably":[68],"lead":[69],"to":[70,102,114,167],"biased":[71,104],"results.":[73],"Facing":[74],"these":[75],"problems,":[76],"article":[78],"explores":[79],"DSE":[80,195],"first":[83],"time":[84],"detailed":[87],"two-stage":[88],"PV":[89,93],"system":[90],"array,":[94],"boost":[95],"converter,":[96],"inverter,":[97],"filter":[99,137],"included.":[100],"Also,":[101],"avoid":[103],"results":[106],"under":[107,156],"irradiance":[109,120],"variations,":[110],"we":[111],"further":[112,130],"propose":[113],"treat":[115],"randomness":[117],"as":[121,164,198],"unknown":[123,165],"input":[124],"DSE,":[127],"analytically":[131],"merged":[132],"into":[133],"unscented":[135],"Kalman":[136],"(UKF)":[138],"framework":[139],"unbiased":[142,176],"minimum-variance":[143],"(UMV)":[144],"manner.":[145],"Simulations":[146],"performed":[147],"IEEE":[149],"standard":[150],"test":[151],"reveal":[153],"that":[154,162],"even":[155],"severe":[157],"variations":[158],"irradiation":[161],"serve":[163,197],"inputs":[166],"system,":[169],"proposed":[171],"method":[172],"can":[173,196],"produce":[174],"estimate":[177],"states":[181],"PV,":[184],"also":[187],"verified":[188],"real-world":[191],"system.":[192],"This":[193],"accurate":[194],"reliable":[200],"prerequisite":[201],"protection":[204],"control":[206],"PV-penetrated":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
