{"id":"https://openalex.org/W1625060008","doi":"https://doi.org/10.3233/ifs-141121","title":"Artificial intelligence based modeling and optimization of heat affected zone in Nd:YAG laser cutting of duralumin sheet","display_name":"Artificial intelligence based modeling and optimization of heat affected zone in Nd:YAG laser cutting of duralumin sheet","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1625060008","doi":"https://doi.org/10.3233/ifs-141121","mag":"1625060008"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-141121","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141121","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5076681127","display_name":"Gavendra Norkey","orcid":null},"institutions":[{"id":"https://openalex.org/I25205351","display_name":"Jaypee University of Engineering and Technology, Guna","ror":"https://ror.org/040jmyh64","country_code":"IN","type":"education","lineage":["https://openalex.org/I25205351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gavendra Norkey","raw_affiliation_strings":["Department of Mechanical Engineering, Jaypee University of Engineering and Technology, Raghogarh, Guna (M.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Jaypee University of Engineering and Technology, Raghogarh, Guna (M.P.), India","institution_ids":["https://openalex.org/I25205351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078778662","display_name":"Avanish Kumar Dubey","orcid":"https://orcid.org/0000-0002-7305-0047"},"institutions":[{"id":"https://openalex.org/I152869788","display_name":"Motilal Nehru National Institute of Technology","ror":"https://ror.org/04dp7tp96","country_code":"IN","type":"education","lineage":["https://openalex.org/I152869788"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avanish Kumar Dubey","raw_affiliation_strings":["Department of Mechanical Engineering, Motilal Nehru National Institute of Technology, Allahabad (U.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Motilal Nehru National Institute of Technology, Allahabad (U.P.), India","institution_ids":["https://openalex.org/I152869788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030954452","display_name":"Sanat Agrawal","orcid":"https://orcid.org/0000-0002-0703-9683"},"institutions":[{"id":"https://openalex.org/I25205351","display_name":"Jaypee University of Engineering and Technology, Guna","ror":"https://ror.org/040jmyh64","country_code":"IN","type":"education","lineage":["https://openalex.org/I25205351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanat Agrawal","raw_affiliation_strings":["Department of Mechanical Engineering, Jaypee University of Engineering and Technology, Raghogarh, Guna (M.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Jaypee University of Engineering and Technology, Raghogarh, Guna (M.P.), India","institution_ids":["https://openalex.org/I25205351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2475,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.76740778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"27","issue":"3","first_page":"1545","last_page":"1555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10732","display_name":"Laser Material Processing Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10732","display_name":"Laser Material Processing Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9969000220298767,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9965000152587891,"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/laser-cutting","display_name":"Laser cutting","score":0.5627249479293823},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5370916724205017},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.5363970994949341},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.35606110095977783},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.24690768122673035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11535361409187317},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05779772996902466}],"concepts":[{"id":"https://openalex.org/C2780180705","wikidata":"https://www.wikidata.org/wiki/Q593053","display_name":"Laser cutting","level":3,"score":0.5627249479293823},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5370916724205017},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.5363970994949341},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.35606110095977783},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.24690768122673035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11535361409187317},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05779772996902466}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-141121","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-141121","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320721","display_name":"Council of Scientific and Industrial Research, India","ror":"https://ror.org/021wm7p51"},{"id":"https://openalex.org/F4320328624","display_name":"Jaypee University of Information Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1963864252","https://openalex.org/W1966057548","https://openalex.org/W1967026362","https://openalex.org/W1969454152","https://openalex.org/W1971967314","https://openalex.org/W1973090371","https://openalex.org/W1982389311","https://openalex.org/W1988676045","https://openalex.org/W1990381286","https://openalex.org/W1996005149","https://openalex.org/W1999603627","https://openalex.org/W2003861493","https://openalex.org/W2007754902","https://openalex.org/W2008231103","https://openalex.org/W2013061105","https://openalex.org/W2024999685","https://openalex.org/W2028692081","https://openalex.org/W2029618280","https://openalex.org/W2062694006","https://openalex.org/W2064987875","https://openalex.org/W2068723791","https://openalex.org/W2070112682","https://openalex.org/W2074540394","https://openalex.org/W2077615344","https://openalex.org/W2078210275","https://openalex.org/W2079387211","https://openalex.org/W2087774900","https://openalex.org/W2089089826","https://openalex.org/W2092727999","https://openalex.org/W2114275367","https://openalex.org/W2155262365","https://openalex.org/W2163725481","https://openalex.org/W3144347112"],"related_works":["https://openalex.org/W4246450666","https://openalex.org/W2898370298","https://openalex.org/W4388998267","https://openalex.org/W2744391499","https://openalex.org/W3120461830","https://openalex.org/W2896030463","https://openalex.org/W4383500748","https://openalex.org/W2803765035","https://openalex.org/W2615511268","https://openalex.org/W2531248248"],"abstract_inverted_index":{"Duralumin":[0,98],"is":[1,110],"an":[2],"alloy":[3,28],"of":[4,73,87,97,116,147,162,174,198,230],"aluminium":[5],"which":[6,50],"has":[7,80,166,189,211],"some":[8],"unique":[9],"properties":[10],"such":[11,32,120],"as":[12,33,121,214],"high":[13,18],"strength":[14],"to":[15,20,65,103,138],"weight":[16],"ratio,":[17],"resistance":[19],"corrosion,":[21],"light":[22],"in":[23,29,91,217],"weight,":[24],"and":[25,40,47,85,128,154,179],"more":[26],"demanding":[27],"various":[30],"sectors":[31],"space":[34],"craft,":[35],"marine,":[36],"chemical":[37],"industries,":[38],"construction":[39],"automobile.":[41],"These":[42],"applications":[43],"require":[44],"very":[45],"precise":[46],"complex":[48],"shapes":[49],"may":[51,62],"not":[52],"be":[53,63],"obtained":[54,201],"with":[55,100,195,227],"conventional":[56],"machining.":[57],"Pulsed":[58],"Nd:YAG":[59,94],"laser":[60,95],"cutting":[61,96],"used":[64,137,213],"fulfill":[66],"these":[67],"objectives":[68],"by":[69,112,170,192,202],"using":[70,171,193],"optimum":[71],"setting":[72],"process":[74,118],"parameters.":[75],"The":[76,108,160,221],"present":[77],"research":[78],"paper":[79],"experimentally":[81],"investigated":[82],"the":[83,92,101,113,140,184,196,234],"modeling":[84],"optimization":[86,161],"heat":[88,105,163,235],"affected":[89,106,164,236],"zone":[90,165],"pulsed":[93],"sheet":[99],"aim":[102],"minimize":[104],"zone.":[107,237],"quality":[109],"improved":[111],"proper":[114],"control":[115],"different":[117],"parameters":[119],"gas":[122],"pressure,":[123],"pulse":[124,126],"width,":[125],"frequency":[127],"scanning":[129],"speed.":[130],"Artificial":[131,155],"intelligence":[132],"(AI)":[133],"algorithms":[134],"have":[135,224],"been":[136,167,190,212,225],"solve":[139],"many":[141],"engineering":[142],"problems":[143],"successfully":[144],"through":[145],"development":[146],"Genetic":[148],"Algorithm":[149],"(GA),":[150],"Fuzzy":[151],"Logic":[152],"(FL)":[153],"Neural":[156],"Network":[157],"(ANN)":[158],"systems.":[159],"carried":[168],"out":[169],"Hybrid":[172],"Approach":[173],"Multiple":[175],"Regression":[176],"Analysis":[177],"(MRA)":[178],"GA.":[180],"In":[181],"this":[182,209],"methodology,":[183],"second":[185],"order":[186],"regression":[187],"model":[188],"developed":[191],"MRA":[194],"help":[197],"experimental":[199],"data":[200],"L":[203],"27":[204],"orthogonal":[205],"array":[206],"(OA).":[207],"Further":[208],"equation":[210],"objective":[215],"function":[216],"GA":[218],"based":[219],"optimization.":[220],"significant":[222],"factors":[223],"found":[226],"further":[228],"discussion":[229],"their":[231],"effect":[232],"on":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}