{"id":"https://openalex.org/W4409234419","doi":"https://doi.org/10.1186/s42162-025-00512-w","title":"An equivalent modeling method for integrated water-wind-solar systems based on sparrow search algorithm","display_name":"An equivalent modeling method for integrated water-wind-solar systems based on sparrow search algorithm","publication_year":2025,"publication_date":"2025-04-07","ids":{"openalex":"https://openalex.org/W4409234419","doi":"https://doi.org/10.1186/s42162-025-00512-w"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-025-00512-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00512-w","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00512-w","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00512-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061683156","display_name":"Yuanhong Lu","orcid":"https://orcid.org/0009-0003-0381-3971"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanhong Lu","raw_affiliation_strings":["National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350849","display_name":"Mingjie Zhang","orcid":"https://orcid.org/0000-0001-9404-0190"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008504289","display_name":"Jingyue Zhang","orcid":"https://orcid.org/0009-0004-8375-0380"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyue Zhang","raw_affiliation_strings":["CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103000668","display_name":"Libin Huang","orcid":"https://orcid.org/0000-0001-9137-4398"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libin Huang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","institution_ids":[]},{"raw_affiliation_string":"National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087300656","display_name":"Haiping Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiping Guo","raw_affiliation_strings":["CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058188748","display_name":"Binjiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binjiang Hu","raw_affiliation_strings":["CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"CSG Key Laboratory for Power System Simulation, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Operation and Control for New Energy Power System, Guangzhou, 510663, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044484321","display_name":"Tianyu Guo","orcid":"https://orcid.org/0009-0005-1733-9638"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Guo","raw_affiliation_strings":["National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China"],"affiliations":[{"raw_affiliation_string":"National Energy Power Grid Technology R&D Centre, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"State Key Laboratory of HVDC, Electric Power Research Institute, China Southern Power Grid, Guangzhou, 510663, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061683156"],"corresponding_institution_ids":["https://openalex.org/I74872605"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03073529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sparrow","display_name":"Sparrow","score":0.5941309332847595},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46821072697639465},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.42958569526672363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42659685015678406},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3590673804283142},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32058340311050415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2846282720565796},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18583104014396667},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1560477316379547},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14494293928146362}],"concepts":[{"id":"https://openalex.org/C2778825724","wikidata":"https://www.wikidata.org/wiki/Q243984","display_name":"Sparrow","level":2,"score":0.5941309332847595},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46821072697639465},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.42958569526672363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42659685015678406},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3590673804283142},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32058340311050415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2846282720565796},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18583104014396667},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1560477316379547},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14494293928146362}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s42162-025-00512-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00512-w","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00512-w","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1c0c7c73d4d94a18ba76478c5a86b6e3","is_oa":true,"landing_page_url":"https://doaj.org/article/1c0c7c73d4d94a18ba76478c5a86b6e3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Informatics, Vol 8, Iss 1, Pp 1-16 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-025-00512-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00512-w","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00512-w","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323192","display_name":"China Southern Power Grid","ror":"https://ror.org/03hkh9419"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409234419.pdf","grobid_xml":"https://content.openalex.org/works/W4409234419.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1963946729","https://openalex.org/W2013426272","https://openalex.org/W2100279441","https://openalex.org/W2936290206","https://openalex.org/W2945188484","https://openalex.org/W3036927960","https://openalex.org/W3092340592","https://openalex.org/W3128049501","https://openalex.org/W3154254059","https://openalex.org/W4293518975","https://openalex.org/W4368232605","https://openalex.org/W4392525998","https://openalex.org/W4398755876"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4398744184","https://openalex.org/W2090667432","https://openalex.org/W4243618332","https://openalex.org/W4398334694","https://openalex.org/W4398366034","https://openalex.org/W4386959565","https://openalex.org/W2271485399","https://openalex.org/W4398378462"],"abstract_inverted_index":{"In":[0],"the":[1,11,14,32,66,76,79,98,138,143,151,156,160,173,182,187,205,209,216],"context":[2],"of":[3,6,36,81,170,194,204,208],"extensive":[4],"integration":[5],"renewable":[7,237],"energy":[8,238],"sources":[9],"into":[10],"electrical":[12],"grid,":[13],"grid's":[15],"fault":[16,33,73],"transient":[17,34,107,189],"behaviors":[18],"have":[19],"undergone":[20],"significant":[21],"changes.":[22],"However,":[23],"conventional":[24],"single-unit":[25,161,210],"equivalent":[26,57,145,162,211],"models":[27],"fail":[28],"to":[29,48,78,104,141,185,219],"accurately":[30,220],"capture":[31,221],"responses":[35,224],"combined":[37],"wind-solar-hydro":[38,62],"power":[39,63,96,223],"stations":[40],"and":[41,94,102,116,133],"often":[42],"require":[43],"substantial":[44],"computational":[45],"resources,":[46],"leading":[47],"reduced":[49],"simulation":[50],"efficiency.":[51],"This":[52],"study":[53],"proposes":[54],"a":[55,106,177,192],"cluster-based":[56],"modeling":[58],"approach":[59],"for":[60,113,120,232],"hybrid":[61,236],"plants":[64],"using":[65,125],"Sparrow":[67],"Search":[68],"Algorithm.":[69],"Key":[70],"factors":[71,132],"influencing":[72],"characteristics,":[74],"including":[75],"distance":[77,129],"Point":[80],"Common":[82],"Coupling,":[83],"DC-side":[84],"current-limiting":[85],"measures,":[86],"irradiance":[87],"levels,":[88],"water":[89],"flow":[90],"rates,":[91],"wind":[92,121],"speeds,":[93],"reactive":[95],"at":[97],"outlet,":[99],"are":[100,111,123],"identified":[101],"used":[103],"construct":[105],"model.":[108,146,212],"Euclidean":[109],"distances":[110],"computed":[112],"these":[114],"factors,":[115],"initial":[117],"clustering":[118,134,144],"centers":[119,135],"turbines":[122],"determined":[124],"an":[126],"improved":[127],"max\u2013min":[128],"technique.":[130],"These":[131,213],"serve":[136],"as":[137,181],"training":[139],"dataset":[140],"establish":[142],"Simulation":[147],"results,":[148],"conducted":[149],"on":[150],"MATLAB2022":[152],"platform,":[153],"demonstrate":[154],"that":[155],"SSA-based":[157,174],"model":[158,163,175],"outperforms":[159],"by":[164],"over":[165],"150":[166],"times":[167],"in":[168,235],"terms":[169],"accuracy.":[171],"Additionally,":[172],"achieves":[176],"delay":[178,206],"time,":[179],"defined":[180],"time":[183,207],"required":[184],"compute":[186],"system's":[188],"response":[190],"after":[191],"fault,":[193],"less":[195,201],"than":[196,202],"5":[197],"ms,":[198],"which":[199],"is":[200],"one-twentieth":[203],"improvements":[214],"highlight":[215],"model's":[217],"ability":[218],"dynamic":[222],"under":[225],"various":[226],"disturbances,":[227],"making":[228],"it":[229],"highly":[230],"suitable":[231],"real-time":[233],"applications":[234],"systems.":[239]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
