{"id":"https://openalex.org/W2111787241","doi":"https://doi.org/10.1109/tcst.2008.2008194","title":"A Novel Fuzzy-Neural-Network Modeling Approach to Crude-Oil Blending","display_name":"A Novel Fuzzy-Neural-Network Modeling Approach to Crude-Oil Blending","publication_year":2009,"publication_date":"2009-04-15","ids":{"openalex":"https://openalex.org/W2111787241","doi":"https://doi.org/10.1109/tcst.2008.2008194","mag":"2111787241"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2008.2008194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2008.2008194","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","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/A5008201587","display_name":"Wen Yu","orcid":"https://orcid.org/0000-0002-9540-7924"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Wen Yu","raw_affiliation_strings":["Departamento de Control Autom\u00e1tico, Centro de Investigaci\u00f3n y de, Estudios Avanzados del Instituto Polit\u00e9cnico Nacional Cinvestav IPN, Mexico, Mexico","Dept. de Control Automatico, Inst. Politec. Nac. (Cinvestav-IPN), Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Departamento de Control Autom\u00e1tico, Centro de Investigaci\u00f3n y de, Estudios Avanzados del Instituto Polit\u00e9cnico Nacional Cinvestav IPN, Mexico, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dept. de Control Automatico, Inst. Politec. Nac. (Cinvestav-IPN), Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008201587"],"corresponding_institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":0.8724,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.80476205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"6","first_page":"1424","last_page":"1431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10320","display_name":"Neural Networks and Applications","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precondition","display_name":"Precondition","score":0.865868091583252},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.7889899015426636},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7028490304946899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6093237400054932},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5900545716285706},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5472743511199951},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5173254013061523},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5163144469261169},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.499237060546875},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4777878224849701},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.46800556778907776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46438443660736084},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.44842177629470825},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44621142745018005},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39558374881744385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3401963710784912},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26700443029403687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23895666003227234}],"concepts":[{"id":"https://openalex.org/C192465680","wikidata":"https://www.wikidata.org/wiki/Q1413450","display_name":"Precondition","level":2,"score":0.865868091583252},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.7889899015426636},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7028490304946899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6093237400054932},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5900545716285706},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5472743511199951},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5173254013061523},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5163144469261169},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.499237060546875},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4777878224849701},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.46800556778907776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46438443660736084},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.44842177629470825},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44621142745018005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39558374881744385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3401963710784912},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26700443029403687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23895666003227234},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcst.2008.2008194","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2008.2008194","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control Systems Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W578614108","https://openalex.org/W1492468531","https://openalex.org/W1569320505","https://openalex.org/W1570834090","https://openalex.org/W1751167696","https://openalex.org/W1965456679","https://openalex.org/W1969191437","https://openalex.org/W1970104171","https://openalex.org/W1984481057","https://openalex.org/W1986425731","https://openalex.org/W2019207321","https://openalex.org/W2023319687","https://openalex.org/W2025588724","https://openalex.org/W2036121527","https://openalex.org/W2038137192","https://openalex.org/W2061938142","https://openalex.org/W2067603665","https://openalex.org/W2081796960","https://openalex.org/W2099521677","https://openalex.org/W2101764833","https://openalex.org/W2102227493","https://openalex.org/W2102535342","https://openalex.org/W2112462566","https://openalex.org/W2113076747","https://openalex.org/W2114841684","https://openalex.org/W2118259239","https://openalex.org/W2119544044","https://openalex.org/W2121620881","https://openalex.org/W2123716044","https://openalex.org/W2124776405","https://openalex.org/W2132730227","https://openalex.org/W2137426585","https://openalex.org/W2140287033","https://openalex.org/W2141897512","https://openalex.org/W2145417063","https://openalex.org/W2146014298","https://openalex.org/W2146972303","https://openalex.org/W2149668177","https://openalex.org/W2149962337","https://openalex.org/W2159111290","https://openalex.org/W2165208076","https://openalex.org/W2165729498","https://openalex.org/W2166302960","https://openalex.org/W2168489046","https://openalex.org/W2279527887","https://openalex.org/W3043899666","https://openalex.org/W4256027034","https://openalex.org/W6680640086"],"related_works":["https://openalex.org/W2294916142","https://openalex.org/W1988458526","https://openalex.org/W2953046944","https://openalex.org/W1581362285","https://openalex.org/W2185407019","https://openalex.org/W2368102490","https://openalex.org/W2367100904","https://openalex.org/W2060305346","https://openalex.org/W58099322","https://openalex.org/W2100732567"],"abstract_inverted_index":{"In":[0],"this":[1],"brief,":[2],"we":[3,117],"propose":[4],"a":[5,58],"new":[6,30],"fuzzy-neural-network":[7],"(FNN)":[8],"modeling":[9,16,94],"approach":[10],"which":[11],"is":[12,36,81],"applied":[13,82],"for":[14,32,61,83],"the":[15,33,38,42,51,70,84,90,103,106,109,113],"of":[17,24,64,69,93,105],"crude-oil":[18],"blending.":[19],"The":[20,29,67],"structure":[21,34],"and":[22,41,89,96,100,108],"parameters":[23,71],"FNNs":[25],"are":[26,47,73,98,111],"updated":[27],"online.":[28],"idea":[31,56],"identification":[35,72],"that":[37],"input":[39],"(precondition)":[40],"output":[43],"(consequent)":[44],"spaces":[45],"partitioning":[46],"carried":[48],"out":[49],"in":[50,112],"same":[52,114],"time":[53],"index.":[54],"This":[55],"gives":[57],"better":[59],"explanation":[60],"input-output":[62],"mapping":[63],"nonlinear":[65],"systems.":[66],"contributions":[68],"as":[74],"follows:":[75],"1)":[76],"A":[77],"time-varying":[78],"learning":[79],"rate":[80],"commonly":[85],"used":[86],"backpropagation":[87],"algorithm,":[88],"upper":[91],"bound":[92],"error":[95],"stability":[97],"proved,":[99],"2)":[101],"since":[102],"data":[104],"precondition":[107],"consequent":[110],"temporal":[115],"interval,":[116],"can":[118],"train":[119],"each":[120],"rule":[121],"by":[122],"its":[123],"own":[124],"group":[125],"data.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}