{"id":"https://openalex.org/W3198158241","doi":"https://doi.org/10.1142/s1793962321500604","title":"Numerical modeling and optimization of process parameters in continuous extrusion process through response surface methodology, artificial neural network &amp; genetic algorithm","display_name":"Numerical modeling and optimization of process parameters in continuous extrusion process through response surface methodology, artificial neural network &amp; genetic algorithm","publication_year":2021,"publication_date":"2021-08-31","ids":{"openalex":"https://openalex.org/W3198158241","doi":"https://doi.org/10.1142/s1793962321500604","mag":"3198158241"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962321500604","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962321500604","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","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/A5059277284","display_name":"Tariku Desta","orcid":null},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Tariku Desta","raw_affiliation_strings":["Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia","institution_ids":["https://openalex.org/I865572129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080263440","display_name":"Devendra Kumar Sinha","orcid":"https://orcid.org/0000-0002-4727-1698"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Devendra Kumar Sinha","raw_affiliation_strings":["Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia","institution_ids":["https://openalex.org/I865572129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081713064","display_name":"Perumalla Janaki Ramulu","orcid":"https://orcid.org/0000-0002-7856-8638"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Perumalla Janaki Ramulu","raw_affiliation_strings":["Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Mechanical Design and Manufacturing Engineering Department, School of Mechanical, Chemical and Materials Engineering, Adama Science and Technology University, Adama, Ethiopia","institution_ids":["https://openalex.org/I865572129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008768900","display_name":"Ram Sewak Singh","orcid":"https://orcid.org/0000-0001-7952-4736"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Ram Sewak Singh","raw_affiliation_strings":["Department of Electronics Engineering, School of Electrical Electronics and Computing, Adama Science and Technology University, Adama, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, School of Electrical Electronics and Computing, Adama Science and Technology University, Adama, Ethiopia","institution_ids":["https://openalex.org/I865572129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080263440"],"corresponding_institution_ids":["https://openalex.org/I865572129"],"apc_list":null,"apc_paid":null,"fwci":0.4399,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56010835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"06","first_page":"2150060","last_page":"2150060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11201","display_name":"Metallurgy and Material Forming","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9947999715805054,"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/T12932","display_name":"Powder Metallurgy Techniques and Materials","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extrusion","display_name":"Extrusion","score":0.8405023813247681},{"id":"https://openalex.org/keywords/raw-material","display_name":"Raw material","score":0.7081642746925354},{"id":"https://openalex.org/keywords/die","display_name":"Die (integrated circuit)","score":0.6032335758209229},{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"Response surface methodology","score":0.5893133878707886},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5363285541534424},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4510270953178406},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.44365009665489197},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41961753368377686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4067308306694031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3440583050251007},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.32230472564697266},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21042370796203613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09763550758361816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08398878574371338}],"concepts":[{"id":"https://openalex.org/C2778958987","wikidata":"https://www.wikidata.org/wiki/Q139143","display_name":"Extrusion","level":2,"score":0.8405023813247681},{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.7081642746925354},{"id":"https://openalex.org/C111106434","wikidata":"https://www.wikidata.org/wiki/Q1072430","display_name":"Die (integrated circuit)","level":2,"score":0.6032335758209229},{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.5893133878707886},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5363285541534424},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4510270953178406},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.44365009665489197},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41961753368377686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4067308306694031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3440583050251007},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.32230472564697266},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21042370796203613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09763550758361816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08398878574371338},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793962321500604","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962321500604","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1597211726","https://openalex.org/W1967260733","https://openalex.org/W1968859757","https://openalex.org/W1982713377","https://openalex.org/W1986032519","https://openalex.org/W2006744057","https://openalex.org/W2014026291","https://openalex.org/W2015713721","https://openalex.org/W2016269596","https://openalex.org/W2046307012","https://openalex.org/W2080009544","https://openalex.org/W2087496862","https://openalex.org/W2087530351","https://openalex.org/W2089523710","https://openalex.org/W2137475418","https://openalex.org/W2264059325","https://openalex.org/W2335253183","https://openalex.org/W2612952973","https://openalex.org/W3083784317"],"related_works":["https://openalex.org/W2353373575","https://openalex.org/W2362061090","https://openalex.org/W1659936574","https://openalex.org/W3102567326","https://openalex.org/W2353844020","https://openalex.org/W2388005574","https://openalex.org/W2044736262","https://openalex.org/W2381598325","https://openalex.org/W2355581828","https://openalex.org/W2377451163"],"abstract_inverted_index":{"The":[0,25,63,104,117,144],"product":[1,38,175],"of":[2,28,65,75,96,107,114,121,135,147,154,208,212,219],"high":[3,6,8],"complex":[4],"profile,":[5],"strength,":[7],"productivity":[9],"and":[10,44,84,94,187],"excellent":[11],"material":[12,33,98],"properties":[13],"with":[14,196],"infinite":[15],"length":[16],"can":[17],"be":[18,128,162,200],"produced":[19],"by":[20],"Continuous":[21],"Extrusion":[22],"(CE)":[23],"process.":[24],"numerical":[26],"simulation":[27,53],"Aluminum":[29],"(AA":[30],"1100)":[31],"feedstock":[32,40,80,97,185],"at":[34],"different":[35],"wheel":[36,76,169],"velocities,":[37],"diameter,":[39,176],"temperature,":[41,81],"die":[42,82,192],"temperature":[43,83,186],"friction":[45,85,179],"condition":[46],"has":[47,124,158],"been":[48,125,159],"carried":[49,69],"out":[50,70],"using":[51,139],"3D":[52],"tool":[54],"Design":[55],"Environment":[56],"for":[57,91,151,202],"Forming":[58],"(DEFORM-3D)":[59],"in":[60,205,210],"this":[61],"paper.":[62],"development":[64],"mathematical":[66,108],"model":[67,109],"is":[68,110],"to":[71,127,161],"investigate":[72],"the":[73,92,206],"influence":[74],"velocity,":[77,170],"extrusion":[78,95,122,155],"ratio,":[79],"conditions":[86],"on":[87],"total":[88],"load":[89,123,156],"required":[90],"deformation":[93],"through":[99,112,132],"Response":[100],"Surface":[101],"Methodology":[102],"(RSM).":[103],"statistical":[105],"significance":[106],"verified":[111],"analysis":[113],"variance":[115],"(ANOVA).":[116],"most":[118],"optimum":[119],"value":[120,146,153],"found":[126,160],"136.4[Formula:":[129],"see":[130,172,182,189],"text]kN":[131],"iterative":[133],"process":[134,149,218],"Genetic":[136],"Algorithm":[137],"(GA)":[138],"Artificial":[140],"Neural":[141],"Network":[142],"(ANN).":[143],"optimized":[145],"input":[148],"variables":[150],"minimum":[152],"obtained":[157],"13":[163],"Revolutions":[164],"per":[165],"Minute":[166],"(RPM)":[167],"as":[168,174,178,184,191],"5[Formula:":[171],"text]mm":[173],"0.95":[177],"condition,":[180],"650[Formula:":[181],"text]C":[183,190],"550[Formula:":[188],"temperature.":[193],"This":[194],"paper":[195],"proposed":[197],"methodology":[198],"will":[199],"helpful":[201],"industries":[203],"working":[204],"area":[207],"CE":[209],"terms":[211],"minimizing":[213],"energy":[214],"consumption":[215],"during":[216],"production":[217],"bus":[220],"bars,":[221],"tubes,":[222],"wires,":[223],"cables,":[224],"sheets,":[225],"plates,":[226],"strips,":[227],"etc.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
