{"id":"https://openalex.org/W2250832362","doi":"https://doi.org/10.1080/19942060.2015.1128359","title":"Application of computational fluid dynamics and surrogate-coupled evolutionary computing to enhance centrifugal-pump performance","display_name":"Application of computational fluid dynamics and surrogate-coupled evolutionary computing to enhance centrifugal-pump performance","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2250832362","doi":"https://doi.org/10.1080/19942060.2015.1128359","mag":"2250832362"},"language":"en","primary_location":{"id":"doi:10.1080/19942060.2015.1128359","doi":"https://doi.org/10.1080/19942060.2015.1128359","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19942060.2015.1128359","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19942060.2015.1128359?needAccess=true","source":{"id":"https://openalex.org/S15260174","display_name":"Engineering Applications of Computational Fluid Mechanics","issn_l":"1994-2060","issn":["1994-2060","1997-003X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Computational Fluid Mechanics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/19942060.2015.1128359?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005064105","display_name":"Sayed Ahmed Imran Bellary","orcid":"https://orcid.org/0000-0003-3436-4091","observed_orcids":["https://orcid.org/0000-0003-3436-4091"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sayed Ahmed Imran Bellary","raw_affiliation_strings":["Department of Ocean Engineering, IIT Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ocean Engineering, IIT Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056786794","display_name":"Rohit Adhav","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Adhav","raw_affiliation_strings":["Department of Ocean Engineering, IIT Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ocean Engineering, IIT Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079604111","display_name":"Mohammed Hamid Siddique","orcid":"https://orcid.org/0000-0002-5121-8435","observed_orcids":["https://orcid.org/0000-0002-5121-8435"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Hamid Siddique","raw_affiliation_strings":["Department of Ocean Engineering, IIT Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ocean Engineering, IIT Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045018547","display_name":"Bohyun Chon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bo-Hyun Chon","raw_affiliation_strings":["Department of Energy Resources Engineering, Inha University, Incheon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Resources Engineering, Inha University, Incheon, South Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054036017","display_name":"Frank Kenyery","orcid":"https://orcid.org/0000-0001-5149-9807","observed_orcids":["https://orcid.org/0000-0001-5149-9807"]},"institutions":[{"id":"https://openalex.org/I629287","display_name":"Universidad Sim\u00f3n Bol\u00edvar","ror":"https://ror.org/01ak5cj98","country_code":"VE","type":"education","lineage":["https://openalex.org/I629287"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"Frank Kenyery","raw_affiliation_strings":["Department of Transport of Energy, Universidad Simon Bolivar (USB), Caracas, Venezuela"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transport of Energy, Universidad Simon Bolivar (USB), Caracas, Venezuela","institution_ids":["https://openalex.org/I629287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012132811","display_name":"Abdus Samad","orcid":"https://orcid.org/0000-0002-0343-2234","observed_orcids":["https://orcid.org/0000-0002-0343-2234"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abdus Samad","raw_affiliation_strings":["Department of Ocean Engineering, IIT Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ocean Engineering, IIT Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012132811"],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":{"value":1625,"currency":"GBP","value_usd":1993},"apc_paid":{"value":1625,"currency":"GBP","value_usd":1993},"fwci":4.6699,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.93989281,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"171","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10944","display_name":"Turbomachinery Performance and Optimization","score":0.7710000276565552,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10944","display_name":"Turbomachinery Performance and Optimization","score":0.7710000276565552,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.16869999468326569,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.042100001126527786,"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/centrifugal-pump","display_name":"centrifugal pump","score":0.8889999985694885},{"id":"https://openalex.org/keywords/surrogate-based-optimization","display_name":"surrogate-based optimization","score":0.6840000152587891},{"id":"https://openalex.org/keywords/pareto-front","display_name":"Pareto front","score":0.718999981880188},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7609999775886536},{"id":"https://openalex.org/keywords/response-surface-approximation","display_name":"response surface approximation","score":0.7179999947547913},{"id":"https://openalex.org/keywords/kriging","display_name":"kriging","score":0.9850000143051147},{"id":"https://openalex.org/keywords/neural-network-surrogate-model","display_name":"neural network surrogate model","score":0.7639999985694885},{"id":"https://openalex.org/keywords/electric-submersible-pumps","display_name":"electric submersible pumps","score":0.7789999842643738},{"id":"https://openalex.org/keywords/pump-head-and-efficiency","display_name":"pump head and efficiency","score":0.7630000114440918},{"id":"https://openalex.org/keywords/turbomachinery-design-optimization","display_name":"turbomachinery design optimization","score":0.6769999861717224},{"id":"https://openalex.org/keywords/reynolds-averaged-navier-stokes","display_name":"Reynolds-averaged Navier-Stokes","score":0.859000027179718}],"concepts":[{"id":"https://openalex.org/C153005164","wikidata":"https://www.wikidata.org/wiki/Q1698700","display_name":"Impeller","level":2,"score":0.8732262253761292},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7713466882705688},{"id":"https://openalex.org/C166675230","wikidata":"https://www.wikidata.org/wiki/Q627111","display_name":"Centrifugal pump","level":3,"score":0.7073107361793518},{"id":"https://openalex.org/C200398353","wikidata":"https://www.wikidata.org/wiki/Q63973","display_name":"Turbomachinery","level":2,"score":0.6614062190055847},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.645248293876648},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.576996386051178},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4910871982574463},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4879164397716522},{"id":"https://openalex.org/C27684931","wikidata":"https://www.wikidata.org/wiki/Q41987","display_name":"Specific speed","level":4,"score":0.4876610040664673},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47005048394203186},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.46489137411117554},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.41977548599243164},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.4175824820995331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41552454233169556},{"id":"https://openalex.org/C2780580100","wikidata":"https://www.wikidata.org/wiki/Q6927143","display_name":"Moving least squares","level":2,"score":0.4130634665489197},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.39962103962898254},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3810045123100281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3577336072921753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27489718794822693},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2700453996658325},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2468544840812683},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.23880130052566528},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.21652036905288696},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11102449893951416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10902279615402222},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.10182860493659973}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/19942060.2015.1128359","doi":"https://doi.org/10.1080/19942060.2015.1128359","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19942060.2015.1128359","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19942060.2015.1128359?needAccess=true","source":{"id":"https://openalex.org/S15260174","display_name":"Engineering Applications of Computational Fluid Mechanics","issn_l":"1994-2060","issn":["1994-2060","1997-003X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Computational Fluid Mechanics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:88beccbb152a4d27bc49a27022a27bf8","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/88beccbb152a4d27bc49a27022a27bf8","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,"listed_in":[],"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":"Engineering Applications of Computational Fluid Mechanics, Vol 10, Iss 1, Pp 171-181 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/19942060.2015.1128359","doi":"https://doi.org/10.1080/19942060.2015.1128359","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19942060.2015.1128359","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19942060.2015.1128359?needAccess=true","source":{"id":"https://openalex.org/S15260174","display_name":"Engineering Applications of Computational Fluid Mechanics","issn_l":"1994-2060","issn":["1994-2060","1997-003X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Computational Fluid Mechanics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.571399986743927,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2250832362.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W58806407","https://openalex.org/W1509531727","https://openalex.org/W1521427307","https://openalex.org/W1583872979","https://openalex.org/W1595498733","https://openalex.org/W1982202584","https://openalex.org/W1984753492","https://openalex.org/W1990346982","https://openalex.org/W1993139979","https://openalex.org/W2011174137","https://openalex.org/W2044771513","https://openalex.org/W2048785274","https://openalex.org/W2050667118","https://openalex.org/W2054799120","https://openalex.org/W2066002560","https://openalex.org/W2066562396","https://openalex.org/W2070557854","https://openalex.org/W2070745108","https://openalex.org/W2076874071","https://openalex.org/W2083450550","https://openalex.org/W2088990166","https://openalex.org/W2089154521","https://openalex.org/W2093229042","https://openalex.org/W2094176506","https://openalex.org/W2097695383","https://openalex.org/W2107957648","https://openalex.org/W2127400268","https://openalex.org/W2149786304","https://openalex.org/W2164094775","https://openalex.org/W2166861428","https://openalex.org/W2169213101","https://openalex.org/W2240912007","https://openalex.org/W2327733374","https://openalex.org/W2478899349","https://openalex.org/W2547283521","https://openalex.org/W3015496552","https://openalex.org/W3145368762","https://openalex.org/W4233718159","https://openalex.org/W4235906882","https://openalex.org/W4236724636","https://openalex.org/W4241977788","https://openalex.org/W4292003697"],"related_works":["https://openalex.org/W2921627578","https://openalex.org/W2294476809","https://openalex.org/W2945380499","https://openalex.org/W2809642988","https://openalex.org/W2053557427","https://openalex.org/W3018816264","https://openalex.org/W2890603445","https://openalex.org/W4391300480","https://openalex.org/W7213878375","https://openalex.org/W2522601053"],"abstract_inverted_index":{"To":[0,113],"reduce":[1],"the":[2,33,72,86,111,115,122,134,140,152,178,186,198,204,207,210],"total":[3],"design":[4],"and":[5,65,83,103,119],"optimization":[6],"time,":[7],"numerical":[8],"analysis":[9],"with":[10,26,42,177],"surrogate-based":[11],"approaches":[12],"is":[13,131,195],"being":[14],"used":[15,55,60,70,108],"in":[16,45,61,71,192,200,203],"turbomachinery":[17],"optimization.":[18],"In":[19],"this":[20,193],"work,":[21],"multiple":[22],"surrogates":[23,105,150],"are":[24,79],"coupled":[25],"an":[27,66],"evolutionary":[28],"genetic":[29],"algorithm":[30],"to":[31,47,80,109,120,175,197],"find":[32],"Pareto":[34],"optimal":[35],"fronts":[36],"(PoFs)":[37],"of":[38,85,157,206,209],"two":[39,52],"centrifugal":[40,57],"pumps":[41,53,87],"different":[43],"specifications":[44],"order":[46],"enhance":[48,81],"their":[49],"performance.":[50],"The":[51,77,147,180,189],"were":[54,107,128],"a":[56],"pump":[58,69],"commonly":[59],"industry":[62,74],"(Case":[63,75],"I)":[64],"electrical":[67],"submersible":[68],"petroleum":[73],"II).":[76],"objectives":[78,141],"head":[82],"efficiency":[84],"at":[88],"specific":[89],"flow":[90,123,201],"rates.":[91],"Surrogates":[92],"such":[93],"as":[94],"response":[95],"surface":[96],"approximation":[97],"(RSA),":[98],"Kriging":[99],"(KRG),":[100],"neural":[101],"networks":[102],"weighted-average":[104],"(WASs)":[106],"determine":[110],"PoFs.":[112,188],"obtain":[114],"objective":[116],"functions\u2019":[117],"values":[118],"understand":[121],"physics,":[124],"Reynolds-averaged":[125],"Navier\u2013Stokes":[126],"equations":[127],"solved.":[129],"It":[130],"found":[132],"that":[133],"WAS":[135],"performs":[136],"better":[137,169],"for":[138],"both":[139],"than":[142],"any":[143],"other":[144],"individual":[145,149],"surrogate.":[146],"best":[148,153],"or":[151],"predicted":[154],"error":[155,166],"sum":[156],"squares":[158],"(PRESS)":[159],"surrogate":[160,184],"(BPS)":[161],"obtained":[162],"from":[163],"cross-validation":[164],"(CV)":[165],"estimations":[167],"produced":[168,185],"PoFs":[170],"but":[171],"was":[172],"still":[173],"unable":[174],"compete":[176],"WAS.":[179],"high":[181],"CV":[182],"error-producing":[183],"worst":[187],"performance":[190],"improvement":[191],"study":[194],"due":[196],"change":[199],"pattern":[202],"passage":[205],"impeller":[208],"pumps.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}