Applying a genetic neuro-model reference adaptive controller in drilling optimization

dc.contributor.authorMendes, José Ricardo P.
dc.contributor.authorFonseca, Tiago C.
dc.contributor.authorSerapião, Adriane B. S. [UNESP]
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2014-05-27T11:22:36Z
dc.date.available2014-05-27T11:22:36Z
dc.date.issued2007-10-01
dc.description.abstractMotivated by rising drilling operation costs, the oil industry has shown a trend toward real-time measurements and control. In this scenario, drilling control becomes a challenging problem for the industry, especially due to the difficulty associated with parameters modeling. One of the drillbit performance evaluators, the Rate Of Penetration (ROP), has been used as a drilling control parameter. However, relationships between operational variables affecting the ROP are complex and not easily modeled. This work presents a neuro-genetic adaptive controller to treat this problem. It is based on an auto-regressive with extra input signals, or ARX model and on a Genetic Algorithm (GA) to control the ROP. © [2006] IEEE.en
dc.description.affiliationState University of Campinas
dc.description.affiliationSão Paulo State University
dc.description.affiliationUnespSão Paulo State University
dc.format.extent29-36
dc.identifier.citationWorld Oil, v. 228, n. 10, p. 29-36, 2007.
dc.identifier.issn0043-8790
dc.identifier.lattes6997814343189860
dc.identifier.orcid0000-0001-9728-7092
dc.identifier.scopus2-s2.0-35648971570
dc.identifier.urihttp://hdl.handle.net/11449/69926
dc.language.isoeng
dc.relation.ispartofWorld Oil
dc.relation.ispartofsjr0,102
dc.rights.accessRightsAcesso restrito
dc.sourceScopus
dc.titleApplying a genetic neuro-model reference adaptive controller in drilling optimizationen
dc.typeArtigo
unesp.author.lattes6997814343189860[3]
unesp.author.orcid0000-0001-9728-7092[3]
unesp.campusUniversidade Estadual Paulista (Unesp), Instituto de Geociências e Ciências Exatas, Rio Claropt

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