998 resultados para Applied statistics


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The aggregation and management of Distributed Energy Resources (DERs) by an Virtual Power Players (VPP) is an important task in a smart grid context. The Energy Resource Management (ERM) of theses DERs can become a hard and complex optimization problem. The large integration of several DERs, including Electric Vehicles (EVs), may lead to a scenario in which the VPP needs several hours to have a solution for the ERM problem. This is the reason why it is necessary to use metaheuristic methodologies to come up with a good solution with a reasonable amount of time. The presented paper proposes a Simulated Annealing (SA) approach to determine the ERM considering an intensive use of DERs, mainly EVs. In this paper, the possibility to apply Demand Response (DR) programs to the EVs is considered. Moreover, a trip reduce DR program is implemented. The SA methodology is tested on a 32-bus distribution network with 2000 EVs, and the SA results are compared with a deterministic technique and particle swarm optimization results.

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Thesis submitted in the fulfillment of the requirements for the Degree of Master in Biomedical Engineering

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Systematics is the study of diversity of the organisms and their relationships comprising classification, nomenclature and identification. The term classification or taxonomy means the arrangement of the organisms in groups (rate) and the nomenclature is the attribution of correct international scientific names to organisms and identification is the inclusion of unknown strains in groups derived from classification. Therefore, classification for a stable nomenclature and a perfect identification are required previously. The beginning of the new bacterial systematics era can be remembered by the introduction and application of new taxonomic concepts and techniques, from the 50’s and 60’s. Important progress were achieved using numerical taxonomy and molecular taxonomy. Molecular taxonomy, brought into effect after the emergence of the Molecular Biology resources, provided knowledge that comprises systematics of bacteria, in which occurs great evolutionary interest, or where is observed the necessity of eliminating any environmental interference. When you study the composition and disposition of nucleotides in certain portions of the genetic material, you study searching their genome, much less susceptible to environmental alterations than proteins, codified based on it. In the molecular taxonomy, you can research both DNA and RNA, and the main techniques that have been used in the systematics comprise the build of restriction maps, DNA-DNA hybridization, DNA-RNA hybridization, sequencing of DNA sequencing of sub-units 16S and 23S of rRNA, RAPD, RFLP, PFGE etc. Techniques such as base sequencing, though they are extremely sensible and greatly precise, are relatively onerous and impracticable to the great majority of the bacterial taxonomy laboratories. Several specialized techniques have been applied to taxonomic studies of microorganisms. In the last years, these have included preliminary electrophoretic analysis of soluble proteins and isoenzymes, and subsequently determination of deoxyribonucleic acid base composition and assessment of base sequence homology by means of DNA-RNA hybrid experiments beside others. These various techniques, as expected, have generally indicated a lack of taxonomic information in microbial systematics. There are numberless techniques and methodologies that make bacteria identification and classification study possible, part of them described here, allowing establish different degrees of subspecific and interspecific similarity through phenetic-genetic polymorphism analysis. However, was pointed out the necessity of using more than one technique for better establish similarity degrees within microorganisms. Obtaining data resulting from application of a sole technique isolatedly may not provide significant information from Bacterial Systematics viewpoint

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RESUMO: A partir da desinstitucionalização psiquiátrica, a ênfase nas políticas públicas de saúde mental passou para os serviços comunitários e para períodos mais curtos de hospitalização. As famílias, então, tornaram-se as principais provedoras de cuidados cotidianos e de apoio aos pacientes. As dificuldades e o despreparo em assumir este novo papel têm gerado um sentimento de sobrecarga nos familiares, o que pode afetar sua saúde física e mental. Vários estudos investigaram as consequências de se tornar um cuidador de um paciente psiquiátrico, mas poucos pesquisaram o impacto na saúde mental desses cuidadores. A presente pesquisa investigou a relação entre a sobrecarga e a saúde mental dos familiares cuidadores de pacientes psiquiátricos. Participaram deste estudo 74 familiares cuidadores de pacientes com diagnóstico de esquizofrenia, atendidos no ambulatório do Serviço de Referência em Saúde Mental, da cidade de Divinópolis, MG. Os familiares participaram de uma entrevista estruturada. Nela foram aplicadas a Escala de Avaliação da Sobrecarga dos Familiares de Pacientes Psiquiátricos (FBIS-BR) e, para avaliar a saúde mental dos cuidadores, a Escala de Depressão de Beck (BDI). Foram realizadas análises estatísticas descritivas, univariadas e multivariadas. Os resultados mostraram que a maioria dos cuidadores era do sexo feminino (78,40%), pais (62,20%) e com idade média de 59,14 anos. Os cuidadores apresentaram uma média de sobrecarga global objetiva de 2,05 (DP ± 0,54), em uma escala de 1 a 5 pontos, e uma média de sobrecarga global subjetiva de 2,44 (DP ± 0,71), em uma escala de 1 a 4 pontos. Os resultados da escala BDI mostraram que 42 cuidadores poderiam ser classificados com depressão mínima (56,80%), 17 com depressão leve (23,00%), 7 com depressão moderada (9,50%) e 8 com depressão grave (10,80%). Foram encontradas correlações positivas significativas entre o grau de sobrecarga global e das subescalas e o nível de depressão. As análises multivariadas mostraram que o principal preditor de depressão dos cuidadores foi a sobrecarga global subjetiva. Outros preditores foram a obrecarga objetiva das rotinas diárias e da supervisão dos comportamentos problemáticos dos pacientes e a sobrecarga subjetiva das preocupações com o paciente. As informações levantadas mostraram o impacto do papel de cuidador na saúde mental dos familiares e apontaram para a necessidade de uma maior atenção, por parte dos gestores e profissionais da área, aos cuidadores de pacientes psiquiátricos.----------ABSTRACT: The emphasis in public policy on mental health was transferred to community services and for shorter periods of hospitalization from the psychiatric deinstitutionalization. Then the families become the first provider of daily care and support to patients. The difficulties and unprepared to assume this new role has generated a sense of overload in the relatives, which can affect your physical and mental health. Several studies have investigated the consequences of becoming a caregiver of a psychiatric patient, but few scholars have researched the impact on the mental health of caregivers. The present study has investigated the relationship between overload and mental health of family caregivers of psychiatric patients. The study included 74 family caregivers of patients with schizophrenia and outpatient clinic of the Department of Mental Health Reference, in Divinópolis, Minas Gerais, Brazil. The Rating Scale Burden of Relatives of Psychiatric Patients and the scale of Beck Depression Inventory (BDI) to assess the mental health of caregivers were applied in the interview. Descriptive statistics and univariate and multivariate analysis have performed. The results showed that the majority of caregivers were female (78.40%), parents (62.20%) and mean age of 59.14 years. The caregivers had an average burden overall objective of 2.05 (± 0.54) on a scale of 1 to 5 points, and a subjective global average burden of 2.44 (± 0.71) in a scale of 1 to 4 points. The results of the BDI showed that 42 caregivers could be classified with minimal depression (56.80%), 17 with mild depression (23.00%), 7 with moderate depression (9.50%) and 8 with severe depression (10 80%). Significant positive correlations were found between the degree of overloading and global subscales and depression levels. Multivariate analysis showed that the main predictor of caregivers' depression was the global subjective burden. Other predictors were the objective burden of daily routines and supervision of problem behaviors of patients and subjective burden of the concerns about patient. The resulting information showed the impact of caregiver role in the mental health of relatives and pointed to the need for higher attention of managers and professionals to caregivers of psychiatric patients.

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O objetivo fundamental deste estudo é analisar a orientação empreendedora das micro, pequenas e médias empresas (MPME) no município de Cazengo, província do Kwanza Norte, em Angola. Para o desenvolvimento deste estudo utilizamos a abordagem quantitativa, combinando a análise documental com a estatística, tendo os dados sido recolhidos através um inquérito por questionário aplicado às MPME sediadas no município referido. O estudo revelou que as empresas possuem razoável orientação empreendedora, apresentando resultados positivos ao nível da inovação, onde a valorização da I&D, liderança tecnológica e inovação é moderada, e da proatividade, em que as empresas iniciam na mesma proporção ações por elas levadas a cabo e ações iniciadas pela concorrência, e negativos ao nível da assunção do risco, em que as empresas têm uma preferência por projetos de baixo risco, com rendibilidades normais e certas.

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Biosensors have opened new horizons in biomedical analysis, by ensuring increased assay speed and flexibility, and allowing point-of-care applications, multi-target analyses, automation and reduced costs of testing. This has been a result of many studies merging nanotechnology with biochemistry over the years, thereby enabling the creation of more suitable environments to biological receptors and their substitution by synthetic analogue materials. Sol-gel chemistry, among other materials, is deeply involved in this process. Sol-gel processing allows the immobilization of organic molecules, biomacromolecules and cells maintaining their properties and activities, permitting their integration into different transduction devices, of electrochemical or optical nature, for single or multiple analyses. Sol-gel also allows to the production of synthetic materials mimicking the activity of natural receptors, while bringing advantages, mostly in terms of cost and stability. Moreover, the biocompatibility of sol-gel materials structures of biological nature allowed the use of these materials in emerging in vivo applications. In this chapter, biosensors for biomedical applications based on sol-gel derived composites are presented, compared and described, along with current emerging applications in vivo, concerning drug delivery or biomaterials. Sol-gel materials are shown as a promising tool for current, emerging and future medical applications. - See more at: http://www.eurekaselect.com/127191/article#sthash.iPqqyhox.dpuf

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This study addresses the deoxyribonucleic acid (DNA) and proposes a procedure based on the association of statistics, information theory, signal processing, Fourier analysis and fractional calculus for describing fundamental characteristics of the DNA. In a first phase the 24 chromosomes of the Human are evaluated. In a second phase, 10 chromosomes for different species are also processed and the results compared. The results reveal invariance in the description and close resemblances with fractional Brownian motion.

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This article presents a framework to an Industrial Engineering and Management Science course from School of Management and Industrial Studies using Autonomous Ground Vehicles (AGV) to supply materials to a production line as an experimental setup for the students to acquire knowledge in the production robotics area. The students must be capable to understand and put into good use several concepts that will be of utmost importance in their professional life such as critical decisions regarding the study, development and implementation of a production line. The main focus is a production line using AGVs, where the students are required to address several topics such as: sensors actuators, controllers and an high level management and optimization software. The presented framework brings to the robotics teaching community methodologies that allow students from different backgrounds, that normally don’t experiment with the robotics concepts in practice due to the big gap between theory and practice, to go straight to ”making” robotics. Our aim was to suppress the minimum start point level thus allowing any student to fully experience robotics with little background knowledge.

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This paper presents the most recent developments of the Simulator of Intelligent Transportation Systems (SITS). The SITS is based on a microscopic simulation approach to reproduce real traffic conditions in an urban or non-urban network. In order to analyse the quality of the microscopic traffic simulator SITS a benchmark test was performed. A dynamical analysis of several traffic phenomena, applying a new modelling formalism based on the embedding of statistics and Laplace transform, is then addressed. The paper presents also a new traffic control concept applied to a freeway traffic system.

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Thick smears of human feces can be made adequate for identification of helminth eggs by means of refractive index matching. Although this effect can be obtained by simply spreading a fleck of feces on a microscope slide, a glycerol solution has been routinely used to this end. Aiming at practicability, a new quantitative technique has been developed. To enhance both sharpness and contrast of the images, a sucrose solution (refractive index = 1.49) is used, which reduces the effect of light-scattering particulates. To each slide a template-measured (38.5 mm³) fecal sample is transferred. Thus, egg counts and sensitivity evaluations are easily made.

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In this paper, we apply the following four power indices to the Portuguese Parliament: Shapley–Shubik index, Banzhaf index, Deegan–Packel index and Public Good Index. We also present the main notions related with simple games and discuss the features of each power index by means of their axiomatic characterizations.

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A significant number of Brazilian gestational-age women are still not tested for HIV, representing a high risk of transmission to their newborns. The current study sought to identify the number of pregnant women with no previous testing or undocumented for HIV referred to the Gynecology and Obstetrics Department of a Regional Teaching Hospital and included diagnosis of HIV infection determined by a rapid test and perinatal transmission in pregnancy. Medical records of all pregnant women admitted to hospital from January 2001 to December 2005 were reviewed. Pregnant women without HIV results were submitted to a rapid HIV test. Those who tested positive were further tested by ELISA and confirmed by indirect immunofluorescence assay (IIA) or Western blot (WB). The viral load from babies born to HIV-infected mothers was assessed by bDNA. Of the 16,424 pregnant women analyzed (6.6%), 1,089 were undocumented for HIV. Eleven women were positive in rapid testing and 10 were confirmed by ELISA, IIA or WB, with 0.9% seropositivity. Mother/infant pairs received zidovudine monotherapy prophylaxis and infant viral load was lower than 50 copies/mL. A higher number of pregnant women previously tested for HIV during antenatal care was verified, compared to that obtained nationwide.

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Paper presented as "key note" at the Doctorate Conference on Technology Assessment in June 2011, at FCT-UNL, Monte de Caparica.