{"id":"https://openalex.org/W4406219502","doi":"https://doi.org/10.3390/a18010036","title":"Design of a New Energy Microgrid Optimization Scheduling Algorithm Based on Improved Grey Relational Theory","display_name":"Design of a New Energy Microgrid Optimization Scheduling Algorithm Based on Improved Grey Relational Theory","publication_year":2025,"publication_date":"2025-01-09","ids":{"openalex":"https://openalex.org/W4406219502","doi":"https://doi.org/10.3390/a18010036"},"language":"en","primary_location":{"id":"doi:10.3390/a18010036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010036","pdf_url":"https://www.mdpi.com/1999-4893/18/1/36/pdf?version=1736423585","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/1999-4893/18/1/36/pdf?version=1736423585","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/A5079757745","display_name":"Fangming Deng","orcid":"https://orcid.org/0000-0001-9448-4867"},"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/A5079757745"],"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":1.1565,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76279453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"18","issue":"1","first_page":"36","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.995199978351593,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.995199978351593,"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/T10424","display_name":"Electric Power System Optimization","score":0.9847000241279602,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.984499990940094,"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/microgrid","display_name":"Microgrid","score":0.7410057783126831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6771242618560791},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.598810613155365},{"id":"https://openalex.org/keywords/grey-relational-analysis","display_name":"Grey relational analysis","score":0.560769259929657},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.48777681589126587},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.482980877161026},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4311886131763458},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18800565600395203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1746622622013092},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.08491876721382141}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.7410057783126831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6771242618560791},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.598810613155365},{"id":"https://openalex.org/C64734493","wikidata":"https://www.wikidata.org/wiki/Q5608296","display_name":"Grey relational analysis","level":2,"score":0.560769259929657},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.48777681589126587},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.482980877161026},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4311886131763458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18800565600395203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1746622622013092},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.08491876721382141},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18010036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010036","pdf_url":"https://www.mdpi.com/1999-4893/18/1/36/pdf?version=1736423585","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:35913a3b3a254c9380fbc43b18d1672c","is_oa":true,"landing_page_url":"https://doaj.org/article/35913a3b3a254c9380fbc43b18d1672c","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 36 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18010036","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010036","pdf_url":"https://www.mdpi.com/1999-4893/18/1/36/pdf?version=1736423585","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":[],"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/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/W4406219502.pdf","grobid_xml":"https://content.openalex.org/works/W4406219502.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2006848839","https://openalex.org/W2195892928","https://openalex.org/W2257668217","https://openalex.org/W2310130856","https://openalex.org/W2910184598","https://openalex.org/W3025397688","https://openalex.org/W3093747625","https://openalex.org/W3126102152","https://openalex.org/W3198800474","https://openalex.org/W3216968919","https://openalex.org/W4210759020","https://openalex.org/W4220959283","https://openalex.org/W4224246411","https://openalex.org/W4309040008","https://openalex.org/W4313467275","https://openalex.org/W4361008822","https://openalex.org/W4383743392","https://openalex.org/W4385212704","https://openalex.org/W4385806790","https://openalex.org/W6879211760"],"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/W2391138633","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4206134051","https://openalex.org/W2910050969"],"abstract_inverted_index":{"In":[0,157],"order":[1],"to":[2,78,99,178],"solve":[3],"the":[4,7,42,45,80,101,117,159,179,185,189],"problem":[5],"of":[6,10,44,47,134,163,191],"large-scale":[8],"integration":[9],"new":[11,22,83,105,126],"energy":[12,23,84,106,127],"into":[13],"power":[14,53,140],"grid":[15],"output":[16],"fluctuations,":[17],"this":[18,164],"paper":[19],"proposes":[20],"a":[21,30,90],"microgrid":[24],"optimization":[25,33,122],"scheduling":[26,87,109,123],"algorithm":[27,77,124],"based":[28],"on":[29,95],"two-stage":[31],"robust":[32],"and":[34,50,70,85,107,136,142,149,168,174],"improved":[35,73,118],"grey":[36,74,119,154],"correlation":[37,75,81,97,102,120,132,155],"theory.":[38,156],"This":[39],"article":[40],"simulates":[41],"fluctuation":[43],"outputs":[46],"wind":[48,143],"turbines":[49],"distributed":[51],"photovoltaic":[52,139],"plants":[54],"by":[55],"changing":[56],"their":[57],"robustness":[58],"indicators,":[59],"generates":[60],"economic":[61],"operating":[62,110],"cost":[63],"data":[64],"for":[65,125,138],"microgrids":[66,128],"in":[67],"multiple":[68],"scenarios,":[69],"uses":[71],"an":[72],"theory":[76,121],"analyze":[79],"between":[82,104],"various":[86],"costs.":[88,111],"Subsequently,":[89],"weighted":[91,131],"analysis":[92],"is":[93],"performed":[94],"each":[96],"degree":[98,103],"obtain":[100],"total":[108],"The":[112],"experimental":[113],"results":[114],"show":[115],"that":[116,184],"proposed":[129],"obtains":[130],"degrees":[133],"0.730":[135],"0.798":[137],"stations":[141],"turbines,":[144],"respectively,":[145,170,182],"which":[146,171],"are":[147,166,172],"3.1%":[148],"4.6%":[150],"higher":[151],"than":[152],"traditional":[153,180],"addition,":[158],"equipment":[160],"maintenance":[161],"costs":[162],"method":[165,186],"0.413":[167],"0.527,":[169],"25.1%":[173],"5.4%":[175],"lower":[176],"compared":[177],"method,":[181],"indicating":[183],"effectively":[187],"improves":[188],"accuracy":[190],"quantitative":[192],"analysis.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
