{"id":"https://openalex.org/W4393398532","doi":"https://doi.org/10.1007/s44196-024-00454-3","title":"Research on Multi-objective Optimization Model of Power Storage Materials Based on NSGA-II Algorithm","display_name":"Research on Multi-objective Optimization Model of Power Storage Materials Based on NSGA-II Algorithm","publication_year":2024,"publication_date":"2024-04-02","ids":{"openalex":"https://openalex.org/W4393398532","doi":"https://doi.org/10.1007/s44196-024-00454-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-024-00454-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00454-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00454-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00454-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021893409","display_name":"Zixi Hu","orcid":"https://orcid.org/0000-0002-5365-7351"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zixi Hu","raw_affiliation_strings":["State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319073","display_name":"Shuang Liu","orcid":"https://orcid.org/0000-0001-8766-7235"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Liu","raw_affiliation_strings":["State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101996758","display_name":"Fan Yang","orcid":"https://orcid.org/0000-0003-2654-6864"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["State Grid Hebei Electric Power Co., Ltd., Hebei, 050000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Electric Power Co., Ltd., Hebei, 050000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101006634","display_name":"Xiaodong Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Geng","raw_affiliation_strings":["State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Electric Power Co., Ltd., Shijiazhuang Power Supply Branch, Hebei, 050000, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113157685","display_name":"Xiaodi Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodi Huo","raw_affiliation_strings":["State Grid Shijiazhuang Luancheng District Electric Power Supply Company, Hebei, 051430, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Shijiazhuang Luancheng District Electric Power Supply Company, Hebei, 051430, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jia Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jia Liu","raw_affiliation_strings":["State Grid Pingshan Electric Power Supply Company, Hebei, 050400, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Pingshan Electric Power Supply Company, Hebei, 050400, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021893409"],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":{"value":2090,"currency":"USD","value_usd":2090},"fwci":0.8834,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69290196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9825000166893005,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9825000166893005,"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":0.9678999781608582,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9383000135421753,"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/computer-science","display_name":"Computer science","score":0.5616337060928345},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.45230770111083984},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45095646381378174},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4304021894931793},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3933636546134949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22370696067810059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5616337060928345},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.45230770111083984},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45095646381378174},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4304021894931793},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3933636546134949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22370696067810059},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-024-00454-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00454-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00454-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:15cbe312057b49e494cf451e3567bc93","is_oa":false,"landing_page_url":"https://doaj.org/article/15cbe312057b49e494cf451e3567bc93","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-13 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-024-00454-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00454-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00454-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393398532.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2502165879","https://openalex.org/W2529185864","https://openalex.org/W2770131886","https://openalex.org/W2773195624","https://openalex.org/W2808296347","https://openalex.org/W2883211577","https://openalex.org/W2891360330","https://openalex.org/W2948874369","https://openalex.org/W3011340242","https://openalex.org/W4382877174"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W3203633096","https://openalex.org/W2355226480"],"abstract_inverted_index":{"Abstract":[0],"Aiming":[1],"at":[2],"the":[3,42,53,68,74,90,95,119,128,137,153,161,165,171,177,187],"problems":[4,188],"of":[5,13,16,24,38,70,107,124,132,189,203],"slow":[6,190],"convergence":[7,167,172,191],"speed":[8,173,192],"and":[9,52,66,103,114,176,193,197],"low":[10,194],"precision":[11],"probability":[12,179],"multi-objective":[14,21,59,129],"optimization":[15,22,60,84,130],"energy":[17,25,204],"storage":[18,26,39,71,92,134,205],"materials,":[19],"a":[20,199],"model":[23],"materials":[27,40,72,93,135],"based":[28],"on":[29],"NSGA-II":[30,83],"algorithm":[31],"was":[32],"proposed.":[33],"The":[34,147],"association":[35],"rule":[36],"set":[37,58],"in":[41,73],"joint":[43,75,96,138,154],"supply":[44,76,97,139,155],"chain":[45,77,98,140,156],"operation":[46,78,99,157],"performance":[47,79,100,142,158],"management":[48,80,101,143,159],"system":[49,144],"is":[50,62,145,174],"extracted,":[51],"rough":[54],"vector":[55],"feature":[56],"distribution":[57],"method":[61,123,163],"used":[63],"to":[64],"decompose":[65],"optimize":[67],"characteristics":[69],"system.":[81],"Using":[82],"analysis":[85],"method,":[86],"this":[87],"paper":[88],"summarizes":[89,104],"power":[91],"under":[94,136,152],"system,":[102,160],"three":[105],"kinds":[106],"inventory":[108,112],"control:":[109],"periodic":[110],"inventory,":[111],"coding,":[113],"computerized":[115],"inventory.":[116],"Combined":[117],"with":[118],"positive":[120],"regression":[121],"learning":[122],"organizational":[125],"operational":[126,141],"performance,":[127],"decision":[131],"electric":[133],"realized.":[146],"simulation":[148],"results":[149],"show":[150],"that":[151],"proposed":[162],"reaches":[164,180],"optimal":[166],"after":[168,182],"65":[169],"iterations,":[170,184],"fast,":[175],"accuracy":[178,195],"1.000":[181],"80":[183],"which":[185],"solves":[186],"probability,":[196],"has":[198],"good":[200],"scheduling":[201],"ability":[202],"materials.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}