Detecção e diagnóstico de falhas não-supervisionados baseados em estimativa de densidade recursiva e classificador fuzzy auto-evolutivo

In this work, we propose a two-stage algorithm for real-time fault detection and identification of industrial plants. Our proposal is based on the analysis of selected features using recursive density estimation and a new evolving classifier algorithm. More specifically, the proposed approach for the detection stage is based on the concept of density in the data space, which is not the same as probability density function, but is a very useful measure for abnormality/outliers detection. This density can be expressed by a Cauchy function and can be calculated recursively, which makes it memory and computational power efficient and, therefore, suitable for on-line applications. The identification/diagnosis stage is based on a self-developing (evolving) fuzzy rule-based classifier system proposed in this work, called AutoClass. An important property of AutoClass is that it can start learning from scratch". Not only do the fuzzy rules not need to be prespecified, but neither do the number of classes for AutoClass (the number may grow, with new class labels being added by the on-line learning process), in a fully unsupervised manner. In the event that an initial rule base exists, AutoClass can evolve/develop it further based on the newly arrived faulty state data. In order to validate our proposal, we present experimental results from a level control didactic process, where control and error signals are used as features for the fault detection and identification systems, but the approach is generic and the number of features can be significant due to the computationally lean methodology, since covariance or more complex calculations, as well as storage of old data, are not required. The obtained results are significantly better than the traditional approaches used for comparison

Metabolic syndrome and dietary components are associated with coronary artery disease risk score in free-living adults: a cross-sectional study

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Uso de células mononucleares da medula óssea no tratamento de tendinites induzidas experimentalmente em equinos

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Root Canal Area Increase Promoted by the EndoSequence and ProTaper Systems: Comparison by Computed Tomography

Introduction: The aim of this study was to compare the increase of the root canal area after instrumentation with EndoSequence or ProTaper rotary systems. Methods: Twenty-two mesial root canals from mandibular molars were instrumented. Teeth were mounted on a base, numbered, and divided into 2 groups; teeth from 1-11 (PT group) were instrumented by using the ProTaper system, and teeth from 12-22 (ES group) were instrumented by using the EndoSequence system. Cone beam computed tomography was performed on all teeth before and after instrumentation. Measurements at 3,5, and 7 mm as well as differences in instrument performance were statistically compared by the Student t test at 5% significance level. Results: Both systems increased significantly the root canal area (P < .05) at all levels. Comparison between the rotary systems showed significantly greater increase (P < .05) for EndoSequence at 3 mm, with no statistically significant difference (P < .05) at the other levels. Conclusions: Both rotary systems increased significantly the root canal area. (J Endod 2010;36:1179-1182)

Registro periodontal simplificado em gestantes

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Mechanical Strength and Analysis of Fracture of Titanium Joining Submitted to Laser and Tig Welding

This study compared the tensile strength and fracture mechanism of tungsten inert gas (TIG) welds in cylindrical rods of commercially pure titanium (cp Ti) with those of laser welds and intact samples. Thirty dumbbell-shaped samples were developed by using brass rods as patterns. The samples were invested in casings, subjected to thermal cycles, and positioned in a plasma arc welding machine under argon atmosphere and vacuum, and titanium was injected under vacuum/pressure. The samples were X-rayed to detect possible welding flaws and randomly assigned to three groups to test the tensile strength and the fracture mechanism: intact, laser welding, and TIG welding. The tensile test results were investigated using ANOVA, which indicated that the samples were statistically similar. The fracture analysis showed that the cpTi samples subjected to laser welding exhibited brittle fracture and those subjected to TIG welding exhibited mixed brittle/ductile fracture with a predominance of ductile fracture with the presence of microcavities and cleavage areas. Intact samples presented the characteristic straightening in the fracture areas, indicating the ductility of the material.

A standard protocol for obtaining fish chromosomes under post-mortem conditions

In order to improve cytogenetical analyses on fish, especially focusing on delicate and rare species, we have adopted a new in vitro methodology using dead animals. The results obtained from 24 neotropical freshwater and marine fish species demonstrate that chromosomes can be obtained under post-mortem conditions. Significantly, the samples analyzed provided reliable cytogenetical data in nearly all cases. Other advantages of this new methodology are also discussed. (c) 2006 Elsevier Ltd. All rights reserved.

Plasma rico em plaquetas no tratamento de lesões condrais articulares induzidas experimentalmente em equinos: avaliação clínica, macroscópica, histológica e histoquímica

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Quadros em movimento: O uso das fontes iconográficas no filme Os Bandeirantes (1940), de Humberto Mauro

Este artigo discute a utilização das fontes iconográficas enquanto estratégia de autenticação da narrativa cinematográfica através da análise de um dos blocos narrativos do filme Os Bandeirantes (1940), de Humberto Mauro. Tal filme teve a orientação geral de Edgar Roquette-Pinto, diretor presidente do Instituto Nacional de Cinema Educativo (INCE), e a coordenação histórica de Afonso de Taunay, historiador e diretor do Museu Paulista, mais conhecido como Museu do Ipiranga. A estratégia de utilização da iconografia enquanto documento histórico em Os Bandeirantes produzirá um curto-circuito com o trabalho de mise-en-scène de Humberto Mauro, gerando significados diversos daqueles que foram idealizados pelos produtores do filme.

Tricotilomania: dificuldades diagnósticas e relato de dois casos

OBJETIVO: Relatar dois casos de tricotilomania, um transtorno psiquiátrico ainda subdiagnosticado e que pode estar associado a problemas sociais e clínicos relevantes. Pretende-se destacar as características clínicas, discutindo as implicações do diagnóstico precoce para a evolução dos pacientes. DESCRIÇÃO do CASO: Uma adolescente com diagnóstico de tricotilomania pura e outra menina cujo quadro estava associado ao transtorno obsessivo-compulsivo. Embora com o tratamento, a evolução de ambas tenha sido favorável, houve demora significativa para estabelecer o diagnóstico e encaminhá-las a um serviço de saúde mental, com prejuízos escolares e sociais. COMENTÁRIOS: A tricotilomania difere dos quadros benignos e transitórios de arrancar cabelos observados nos primeiros anos de vida e ainda é subdiagnosticada. A vergonha dos sintomas observada nos portadores e o desconhecimento por parte dos profissionais de saúde contribuem para essa situação. O quadro pode ser grave, particularmente se acompanhado de tricofagia. Profissionais da saúde precisam identificar o transtorno precocemente e encaminhar as crianças para tratamento especializado antes das possíveis complicações clínicas e repercussões psicossociais

Lesões isquêmicas do testículo de cães mediante garroteamento temporário do cordão espermático

No homem, considera-se emergência urológica a isquemia decorrente de torção testicular. Há controvérsias quanto ao tempo necessário para causar morbidade ou reversibilidade das lesões isquêmicas das células germinativas. Este estudo realizado em cães tem como objetivo determinar o período crítico do aparecimento e a reversibilidade das lesões após garroteamento do cordão espermático. Os resultados mostraram que duas horas é o período crítico de sobrevivência das células germinativas à isquemia. Após 60 dias, houve recuperação completa do epitélio germinativo. Animais com período de isquemia de 2h 30min, examinados após 60 dias, apresentaram necrose testicular.

Use of fresh autogenous vaginal tunic in the experimental lamellar keratoplasty in dogs (Canis familiaris, LINNAEUS, 1758)

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Genetic and environmental effects over milk production of buffalo cows in Brazil

The objective of this paper was to evaluate the relevance of environmental and genetics effects on milk production of buffalo cows in Brazil. The data were based on the Buffalo Genetic Improvement Program - PROMEBUL, using information of 1,911 cows (107 Jafarabadi, 101 Mediterranean, 1,056 Mu/Tab and 647 crossbred females) with parturition between 1982 and 2003. The mathematic model for evaluating milk production included the fixed effects of herd, parturition year (1982 to 2003) and month (January to December), calf's sex (male or female), genetic group (Jafarabadi, Mediterranean, Murrah, and crossbreed), number of milking (one or two), lactation order (1 to 12) and duration of lactation (as a linear effect). The mean milk production in herds was 1,590.36 +/- 609.25 kg. All sources of variation were significant (P<0.05) for the studied characteristics, except calf's sex. The mean milk production per genetic group was 1,651.4; 1,592.2; 1,578.3 and 1,135.5 kg, for Murrah, Mediterranean, Crossbred and Jafarabadi, respectively. The duration of lactation was the most important source of variation over milk production, followed by the year of parturition, herd, parturition order, genetic group and month of parturition.

Univariate and bivariate distribution of growth traits in beef buffaloes from Brazil

The aim of this study was to analyze the weight at birth (BW) and adjusted at 205 (W205), 365 (W365) and 550 (W55O) days in beef buffaloes from Brazil, using two approaches: parametric, by normal distribution, and non-parametric, by kernel function, and thus estimating the genetic, environmental and phenotypic correlation among traits. Information of 5,169 animals at birth (BW), 3,792 at 205 days (W205), 3.883 at 365 days (W365) and 1,524 at 550 days of age (W550) were used. The birth weight distribution presented an evident discrepancy in relation to the normal distribution. However, W205, W365 and W550 presented normal distributions. The birth weight presented weak genetic, environmental, and phenotypic associations with the other weight measurements. on the other hand, the weight traits at 205, 365, 550 days of age showed a high genetic correlation.

Genetic and environmental effects on parturition and lactation intervals in water buffaloes from Brazil

Genetic and environmental effects on parturition interval (PI) and duration of lactation (DL) were evaluated in 107 Jafarabadi, 98 Mediterranean, 1027 Murrah and 624 crossbred buffalo females (n=1856), based on data from the Buffalo Genetic Improvement Program-PROMEBUL from 1980 to 2003. The statistical model included effects of herd, parturition year and month, calf's sex, parturition order and genetic group, composing 11, 34, 12, 2, 12 and 4 classes, respectively. A significant effect over PI was observed (P<0.01) in all classes, excepting sex. Mean parturition intervals per genetic group presented significant differences through SNK test (P<0.05), with mean values of 451.29; 429.47; 406.97 and 389.78 days in Mediterranean, crossbred, Murrah and Jafarabadi, respectively. Mean DL values were 276.68; 270.33; 258.03 and 235.59 days for Mediterranean, Murrah, crossbred and Jafarabadi groups, respectively. No significant differences in DL were observed in relation to genetic groups. However, herd and parturition order, year and month significantly influenced DL (P<0.01). The herd was the main source of variation over DL, followed by parturition year and month. A regression based on parturition month in relation to PI and DL showed that females giving birth in the last months of the year presented higher PI and DL.