{"id":"https://openalex.org/W2061853929","doi":"https://doi.org/10.1007/s00521-014-1696-8","title":"Surface roughness prediction using Taguchi-fuzzy logic-neural network analysis for CNT nanofluids based grinding process","display_name":"Surface roughness prediction using Taguchi-fuzzy logic-neural network analysis for CNT nanofluids based grinding process","publication_year":2014,"publication_date":"2014-08-15","ids":{"openalex":"https://openalex.org/W2061853929","doi":"https://doi.org/10.1007/s00521-014-1696-8","mag":"2061853929"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-014-1696-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-014-1696-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5100606935","display_name":"S. Prabhu","orcid":"https://orcid.org/0000-0003-0707-2720"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Prabhu","raw_affiliation_strings":["School of Mechanical Engineering, SRM University, Chennai, 603 203, Tamilnadu, India","School of Mechanical Engineering, SRM University, Chennai, India 603 203#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, SRM University, Chennai, 603 203, Tamilnadu, India","institution_ids":["https://openalex.org/I4210131147"]},{"raw_affiliation_string":"School of Mechanical Engineering, SRM University, Chennai, India 603 203#TAB#","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019008409","display_name":"Uma M","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Uma","raw_affiliation_strings":["Department of Software Engineering, SRM University, Chennai, 603 203, Tamilnadu, India","Department of Software Engineering, SRM University, Chennai, India 603 203#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, SRM University, Chennai, 603 203, Tamilnadu, India","institution_ids":["https://openalex.org/I4210131147"]},{"raw_affiliation_string":"Department of Software Engineering, SRM University, Chennai, India 603 203#TAB#","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112011686","display_name":"B. K. Vinayagam","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. K. Vinayagam","raw_affiliation_strings":["Department of Mechatronics, SRM University, Chennai, 603 203, Tamilnadu, India","Department of Mechatronics, SRM University, Chennai, India 603 203#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mechatronics, SRM University, Chennai, 603 203, Tamilnadu, India","institution_ids":["https://openalex.org/I4210131147"]},{"raw_affiliation_string":"Department of Mechatronics, SRM University, Chennai, India 603 203#TAB#","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100606935"],"corresponding_institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210131147"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.4548,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.93818171,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"1","first_page":"41","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9990000128746033,"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/T12080","display_name":"Injection Molding Process and Properties","score":0.9943000078201294,"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/nanofluid","display_name":"Nanofluid","score":0.9163140058517456},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.7590773105621338},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.7373687624931335},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7350244522094727},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.6720734238624573},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5836590528488159},{"id":"https://openalex.org/keywords/grinding","display_name":"Grinding","score":0.5766735076904297},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5312008261680603},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.49448418617248535},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.4417663812637329},{"id":"https://openalex.org/keywords/process-variable","display_name":"Process variable","score":0.4348015785217285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4307935833930969},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41013067960739136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23793146014213562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2091057300567627},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.19635474681854248},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1898023784160614},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1375584900379181},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.11551067233085632},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.10445928573608398}],"concepts":[{"id":"https://openalex.org/C21946209","wikidata":"https://www.wikidata.org/wiki/Q1989679","display_name":"Nanofluid","level":3,"score":0.9163140058517456},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.7590773105621338},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.7373687624931335},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7350244522094727},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.6720734238624573},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5836590528488159},{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.5766735076904297},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5312008261680603},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.49448418617248535},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.4417663812637329},{"id":"https://openalex.org/C93228742","wikidata":"https://www.wikidata.org/wiki/Q7247312","display_name":"Process variable","level":3,"score":0.4348015785217285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4307935833930969},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41013067960739136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23793146014213562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2091057300567627},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.19635474681854248},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1898023784160614},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1375584900379181},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.11551067233085632},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.10445928573608398},{"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/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-014-1696-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-014-1696-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1974887601","https://openalex.org/W1980929428","https://openalex.org/W1983625179","https://openalex.org/W1986885660","https://openalex.org/W1990485339","https://openalex.org/W1999531737","https://openalex.org/W2015454961","https://openalex.org/W2016427795","https://openalex.org/W2021434779","https://openalex.org/W2031268735","https://openalex.org/W2033724668","https://openalex.org/W2034079621","https://openalex.org/W2040236484","https://openalex.org/W2045751720","https://openalex.org/W2052205573","https://openalex.org/W2055100406","https://openalex.org/W2061625176","https://openalex.org/W2063529483","https://openalex.org/W2075684707","https://openalex.org/W2080525614","https://openalex.org/W2081033457","https://openalex.org/W2086120190","https://openalex.org/W2090987077","https://openalex.org/W2107331445","https://openalex.org/W2128966351","https://openalex.org/W2133599163","https://openalex.org/W2136459762"],"related_works":["https://openalex.org/W2777987917","https://openalex.org/W2138181911","https://openalex.org/W2024402881","https://openalex.org/W2752031109","https://openalex.org/W186921175","https://openalex.org/W2789692739","https://openalex.org/W2015985874","https://openalex.org/W3141422022","https://openalex.org/W1996339794","https://openalex.org/W4283380328"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}