{"id":"https://openalex.org/W4405995439","doi":"https://doi.org/10.3390/a18010013","title":"Multi-Objective Optimization Scheduling of a Wind\u2013Solar Energy Storage Microgrid Based on an Improved OGGWO Algorithm","display_name":"Multi-Objective Optimization Scheduling of a Wind\u2013Solar Energy Storage Microgrid Based on an Improved OGGWO Algorithm","publication_year":2025,"publication_date":"2025-01-02","ids":{"openalex":"https://openalex.org/W4405995439","doi":"https://doi.org/10.3390/a18010013"},"language":"en","primary_location":{"id":"doi:10.3390/a18010013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010013","pdf_url":"https://www.mdpi.com/1999-4893/18/1/13/pdf?version=1735871817","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/1/13/pdf?version=1735871817","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101111904","display_name":"Dong Mo","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":"Dong Mo","raw_affiliation_strings":["Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024300932","display_name":"Qiuwen Li","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":"Qiuwen Li","raw_affiliation_strings":["Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775531","display_name":"Yan Sun","orcid":"https://orcid.org/0000-0002-9582-1578"},"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":"Yan Sun","raw_affiliation_strings":["Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076219873","display_name":"Yixin Zhuo","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":"Yixin Zhuo","raw_affiliation_strings":["Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Dispatch and Control Center, Guangxi Power Grid, Nanning 530023, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072062044","display_name":"Fang\u2010Ming Deng","orcid":"https://orcid.org/0000-0002-1156-0930"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangming Deng","raw_affiliation_strings":["School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang 330013, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang 330013, China","institution_ids":["https://openalex.org/I13985625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072062044"],"corresponding_institution_ids":["https://openalex.org/I13985625"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.273,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79451174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"1","first_page":"13","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9939000010490417,"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":0.9939000010490417,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9879999756813049,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.8652915954589844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6189531683921814},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5371329188346863},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.5326344966888428},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.5278306603431702},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4931196868419647},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43733203411102295},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32033175230026245},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.20458483695983887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17276418209075928},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1489865481853485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14638766646385193},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08783125877380371},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08256778120994568}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.8652915954589844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6189531683921814},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5371329188346863},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5326344966888428},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.5278306603431702},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4931196868419647},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43733203411102295},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32033175230026245},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.20458483695983887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17276418209075928},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1489865481853485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14638766646385193},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08783125877380371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08256778120994568},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18010013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010013","pdf_url":"https://www.mdpi.com/1999-4893/18/1/13/pdf?version=1735871817","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:605876f6601d42f890244639fc638236","is_oa":true,"landing_page_url":"https://doaj.org/article/605876f6601d42f890244639fc638236","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 1, p 13 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18010013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010013","pdf_url":"https://www.mdpi.com/1999-4893/18/1/13/pdf?version=1735871817","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1570133518","display_name":null,"funder_award_id":"52377103","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G2486019667","display_name":null,"funder_award_id":"52362052","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G366441191","display_name":null,"funder_award_id":"52362052, 52377103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3792393523","display_name":null,"funder_award_id":"52362052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4538930170","display_name":null,"funder_award_id":"20232BAB204065","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5922424370","display_name":null,"funder_award_id":"046000KK52222033","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G6708294793","display_name":null,"funder_award_id":"52377103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405995439.pdf","grobid_xml":"https://content.openalex.org/works/W4405995439.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2061438946","https://openalex.org/W2567328116","https://openalex.org/W2737356448","https://openalex.org/W2973856444","https://openalex.org/W3100852571","https://openalex.org/W3121628031","https://openalex.org/W3127992692","https://openalex.org/W3178428149","https://openalex.org/W4290706572","https://openalex.org/W4297905793","https://openalex.org/W4308152280","https://openalex.org/W4366606736","https://openalex.org/W4367301118","https://openalex.org/W4387060040","https://openalex.org/W4387887071","https://openalex.org/W4389672612","https://openalex.org/W4390836737","https://openalex.org/W4391262676","https://openalex.org/W4392777562","https://openalex.org/W4394805366","https://openalex.org/W4396529011","https://openalex.org/W4399039342"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W3037384208","https://openalex.org/W1600945217","https://openalex.org/W1932401759","https://openalex.org/W2001580136","https://openalex.org/W2910050969"],"abstract_inverted_index":{"To":[0],"achieve":[1,151],"the":[2,12,47,56,81,85,92,107,112,118,128,134,145],"optimal":[3,109],"solution":[4,66],"between":[5],"construction":[6],"costs":[7,167],"and":[8,68,74,156,168],"carbon":[9],"emissions":[10],"in":[11,117,158,165],"multi-target":[13,57],"optimization":[14,21,37,51,58],"scheduling,":[15],"this":[16],"paper":[17],"proposes":[18],"a":[19,98,124],"multi-objective":[20],"scheduling":[22,59],"design":[23],"for":[24,123],"wind\u2013solar":[25],"energy":[26],"storage":[27],"microgrids":[28],"based":[29],"on":[30],"an":[31],"improved":[32,147],"oppositional":[33],"gradient":[34,113],"grey":[35,49],"wolf":[36,50],"(OGGWO)":[38],"algorithm.":[39,88],"First,":[40],"two":[41,159],"new":[42],"features":[43],"were":[44],"added":[45],"to":[46,54,64,79,105,142],"traditional":[48,143],"(GWO)":[52],"algorithm":[53,149],"solve":[55],"of":[60,84,101,127,154],"grid-connected":[61],"microgrids,":[62],"aiming":[63],"improve":[65],"quality":[67],"convergence":[69],"speed.":[70],"Furthermore,":[71],"Gaussian":[72],"walk":[73],"L\u00e9vy":[75],"flight":[76],"are":[77],"introduced":[78],"enhance":[80],"search":[82,93,102,120,129],"capability":[83],"proposed":[86,146],"OGGWO":[87,148],"This":[89],"method":[90],"expands":[91],"range":[94],"while":[95],"sacrificing":[96],"only":[97],"small":[99],"amount":[100],"speed,":[103],"contributing":[104],"obtaining":[106],"global":[108,135],"solution.":[110],"Finally,":[111],"direction":[114],"is":[115],"considered":[116],"feature":[119],"process,":[121],"allowing":[122],"comprehensive":[125],"understanding":[126],"space,":[130],"which":[131],"facilitates":[132],"achieving":[133],"optimum.":[136],"Experimental":[137],"results":[138],"indicate":[139],"that,":[140],"compared":[141],"methods,":[144],"can":[150],"standard":[152],"deviations":[153],"4.88":[155],"4.46":[157],"different":[160],"scenarios,":[161],"demonstrating":[162],"significant":[163],"effectiveness":[164],"reducing":[166],"pollution.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
