{"id":"https://openalex.org/W4388262904","doi":"https://doi.org/10.1007/s10845-023-02222-0","title":"High accuracy roll forming springback prediction model of SVR based on SA-PSO optimization","display_name":"High accuracy roll forming springback prediction model of SVR based on SA-PSO optimization","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4388262904","doi":"https://doi.org/10.1007/s10845-023-02222-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-023-02222-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02222-0","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","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/A5108394263","display_name":"Jingsheng He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingsheng He","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012991971","display_name":"Shiyi Cu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyi Cu","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080791772","display_name":"Hui Xia","orcid":"https://orcid.org/0000-0001-7326-5796"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xia","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002405180","display_name":"Yong Sun","orcid":"https://orcid.org/0009-0009-4627-9995"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Sun","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0009-4627-9995","affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004709536","display_name":"Wenchao Xiao","orcid":"https://orcid.org/0000-0001-7603-1995"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenchao Xiao","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013195024","display_name":"Yinwang Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinwang Ren","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, UESTC, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108394263"],"corresponding_institution_ids":["https://openalex.org/I4210145761"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4467,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88343955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"36","issue":"1","first_page":"167","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11201","display_name":"Metallurgy and Material Forming","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11201","display_name":"Metallurgy and Material Forming","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10700","display_name":"Metal Forming Simulation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5377843976020813},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4532105624675751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4238699674606323},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38513344526290894},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3517415225505829},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24807780981063843},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.235181987285614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2083180844783783}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5377843976020813},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4532105624675751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4238699674606323},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38513344526290894},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3517415225505829},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24807780981063843},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.235181987285614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2083180844783783}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-023-02222-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02222-0","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:joinma:v:36:y:2025:i:1:d:10.1007_s10845-023-02222-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-023-02222-0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G305408011","display_name":null,"funder_award_id":"JCYJ20210324123202008","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G3174988675","display_name":null,"funder_award_id":"2022A1515010363","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3846730637","display_name":null,"funder_award_id":"Kfkt2021-05","funder_id":"https://openalex.org/F4320326983","funder_display_name":"State Key Laboratory of High Performance Complex Manufacturing"},{"id":"https://openalex.org/G4199908208","display_name":null,"funder_award_id":"ZDSYS20210813095534001","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G8520467693","display_name":null,"funder_award_id":"JCYJ20220818103200001","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G8703147724","display_name":null,"funder_award_id":"JCYJ20210324115412035","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"}],"funders":[{"id":"https://openalex.org/F4320326983","display_name":"State Key Laboratory of High Performance Complex Manufacturing","ror":null},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1507623076","https://openalex.org/W1969755932","https://openalex.org/W1974360319","https://openalex.org/W1980133578","https://openalex.org/W1994652451","https://openalex.org/W1995746153","https://openalex.org/W1996206015","https://openalex.org/W2018254527","https://openalex.org/W2035867315","https://openalex.org/W2040165571","https://openalex.org/W2055026649","https://openalex.org/W2055114685","https://openalex.org/W2056684907","https://openalex.org/W2064463450","https://openalex.org/W2069159493","https://openalex.org/W2076071351","https://openalex.org/W2087707316","https://openalex.org/W2099034586","https://openalex.org/W2151599606","https://openalex.org/W2152195021","https://openalex.org/W3019959491","https://openalex.org/W3105266672","https://openalex.org/W3170343207","https://openalex.org/W3188600442","https://openalex.org/W4220930691","https://openalex.org/W4221061701","https://openalex.org/W4292635991","https://openalex.org/W4295940468","https://openalex.org/W4308112317","https://openalex.org/W4313402926","https://openalex.org/W4315651978","https://openalex.org/W6670387747"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2090763504","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}