Um Modelo híbrido para previsão de curvas de produção de petróleo

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Comparação da análise de diferentes perfis de poços pelo método DFA

The study of complex systems has become a prestigious area of science, although relatively young . Its importance was demonstrated by the diversity of applications that several studies have already provided to various fields such as biology , economics and Climatology . In physics , the approach of complex systems is creating paradigms that influence markedly the new methods , bringing to Statistical Physics problems macroscopic level no longer restricted to classical studies such as those of thermodynamics . The present work aims to make a comparison and verification of statistical data on clusters of profiles Sonic ( DT ) , Gamma Ray ( GR ) , induction ( ILD ) , neutron ( NPHI ) and density ( RHOB ) to be physical measured quantities during exploratory drilling of fundamental importance to locate , identify and characterize oil reservoirs . Software were used : Statistica , Matlab R2006a , Origin 6.1 and Fortran for comparison and verification of the data profiles of oil wells ceded the field Namorado School by ANP ( National Petroleum Agency ) . It was possible to demonstrate the importance of the DFA method and that it proved quite satisfactory in that work, coming to the conclusion that the data H ( Hurst exponent ) produce spatial data with greater congestion . Therefore , we find that it is possible to find spatial pattern using the Hurst coefficient . The profiles of 56 wells have confirmed the existence of spatial patterns of Hurst exponents , ie parameter B. The profile does not directly assessed catalogs verification of geological lithology , but reveals a non-random spatial distribution

Estudo dos parâmetros operacionais do processo de combustão in situ em reservatório de petróleo pesado

The occurrence of heavy oil reservoirs have increased substantially and, due to the high viscosity characteristic of this type of oil, conventional recovery methods can not be applied. Thermal methods have been studied for the recovery of this type of oil, with a main objective to reduce its viscosity, by increasing the reservoir temperature, favoring the mobility of the oil and allowing an increasing in the productivity rate of the fields. In situ combustion (ISC) is a thermal recovery method in which heat is produced inside the reservoir by the combustion of part of the oil with injected oxygen, contrasting with the injection of fluid that is heated in the surface for subsequent injection, which leads to loss heat during the trajectory to the reservoir. The ISC is a favorable method for recovery of heavy oil, but it is still difficult to be field implemented. This work had as an objective the parametric analysis of ISC process applied to a semi-synthetic reservoir with characteristics of the Brazilian Northeast reservoirs using vertical production and vertical injection wells, as the air flow injection and the wells completions. For the analysis, was used a commercial program for simulation of oil reservoirs using thermal processes, called Steam, Thermal and Advanced Processes Reservoir Simulator (STARS) from Computer Modelling Group (CMG). From the results it was possible to analyze the efficiency of the ISC process in heavy oil reservoirs by increasing the reservoir temperature, providing a large decrease in oil viscosity, increasing its mobility inside the reservoir, as well as the improvement in the quality of this oil and therefore increasing significantly its recovered fraction. Among the analyzed parameters, the flow rate of air injection was the one which had greater influence in ISC, obtaining higher recovery factor the higher is the flow rate of injection, due to the greater amount of oxygen while ensuring the maintenance of the combustion front

Análise da recuperação em reservatório de gás com baixa permeabilidade (TIGHT GAS) através do fraturamento hidráulico

With the increasing of energetic consumption in the worldwile, conventional reservoirs, known by their easy exploration and exploitation, are not being enough to satisfy this demand, what has made necessary exploring unconventional reservoirs. This kind of exploration demands developing more advanced technologies to make possible to exploit those hydrocarbons. Tight gas is an example of this kind of unconventional reservoir. It refers to sandstone fields with low porosity, around 8%, and permeabilities between 0.1 and 0.0001 mD, which accumulates considerable amounts of natural gas. That natural gas can only be extracted by applying hydraulic fracturing, aiming at stimulating the reservoir, by creating a preferential way through the reservoir to the well, changing and making easier the flow of fluids, thus increasing the productivity of those reservoirs. Therefore, the objective of this thesis is analyzing the recovery factor of a reservoir by applying hydraulic fracturing. All the studies were performed through simulations using the IMEX software, by CMG (Computer Modelling Group), in it 2012.10 version

Implementação do algoritmo (RTM) para processamento sísmico em arquiteturas não convencionais

With the growth of energy consumption worldwide, conventional reservoirs, the reservoirs called "easy exploration and production" are not meeting the global energy demand. This has led many researchers to develop projects that will address these needs, companies in the oil sector has invested in techniques that helping in locating and drilling wells. One of the techniques employed in oil exploration process is the reverse time migration (RTM), in English, Reverse Time Migration, which is a method of seismic imaging that produces excellent image of the subsurface. It is algorithm based in calculation on the wave equation. RTM is considered one of the most advanced seismic imaging techniques. The economic value of the oil reserves that require RTM to be localized is very high, this means that the development of these algorithms becomes a competitive differentiator for companies seismic processing. But, it requires great computational power, that it still somehow harms its practical success. The objective of this work is to explore the implementation of this algorithm in unconventional architectures, specifically GPUs using the CUDA by making an analysis of the difficulties in developing the same, as well as the performance of the algorithm in the sequential and parallel version

Eutrofização e capacidade de carga de fósforo de seis reservatórios a bacia do Rio Seridó, região semi-árida do Estado do RN

The eutrofization is a natural process of accumulation of nutrients in aquatic´s body that it has been accelerated for the human´s actives, mainly the related with the activities of camp, industrial and the inadequate disposition of the domestic sewage. The enrichment of the aquatic´s body with nutrients, mainly the nitrogen and the phosphorus, and the consequent proliferation of algae and Cyanobacteria can commit the quality of the water for the public provisioning, for the fish farming and for other ends. The problem becomes more critical when there is a shortage of water naturally as in the semi-arid area of the Brazilian northeast. Before that problem this work had as objective evaluates the trophic state of six reservoirs of the basin of River Seridó of Rio Grande of Norte and also estimate the capacity of load of match of the reservoir and risk probabilities based on the established limits by the resolution Conama 357/05. The results demonstrate that the six reservoirs are eutrofization, with concentration of total phosphorus and cloro a in the water upster to 50 e 12 μg l-1. The results show that space homogeneity exists in the state trophic of the reservoirs, but a significant variation interanual in function of the increase of the concentrations of nutrients and decrease of the transparency of the water with the reduction of the body of water accumulated in the reservoirs.The results of the simulation risk estocastic show that the reservoirs could receive annually from 72 to 216 Kg of P, assuming a risk of 10% of increasing in more than 30 μg l-1 the annual medium concentrations of total match in the water of these reservoirs. This load could be high in until 360 kg of P a year in case the managers assume a risk of 10% of increasing in more than 50 μg l-1 the annual medium concentrations of total phosphorus in the waters of these reservoirs

Sistema inteligente para estimar a porosidade em sedimentos a partir da análise de sinais GPR

This Thesis presents the elaboration of a methodological propose for the development of an intelligent system, able to automatically achieve the effective porosity, in sedimentary layers, from a data bank built with information from the Ground Penetrating Radar GPR. The intelligent system was built to model the relation between the porosity (response variable) and the electromagnetic attribute from the GPR (explicative variables). Using it, the porosity was estimated using the artificial neural network (Multilayer Perceptron MLP) and the multiple linear regression. The data from the response variable and from the explicative variables were achieved in laboratory and in GPR surveys outlined in controlled sites, on site and in laboratory. The proposed intelligent system has the capacity of estimating the porosity from any available data bank, which has the same variables used in this Thesis. The architecture of the neural network used can be modified according to the existing necessity, adapting to the available data bank. The use of the multiple linear regression model allowed the identification and quantification of the influence (level of effect) from each explicative variable in the estimation of the porosity. The proposed methodology can revolutionize the use of the GPR, not only for the imaging of the sedimentary geometry and faces, but mainly for the automatically achievement of the porosity one of the most important parameters for the characterization of reservoir rocks (from petroleum or water)

Estudo do acoplamento do poço injetor nas simulações de injeção cíclica de vapor

Steam injection is a method usually applied to very viscous oils and consists of injecting heat to reduce the viscosity and, therefore, increase the oil mobility, improving the oil production. For designing a steam injection project it is necessary to have a reservoir simulation in order to define the various parameters necessary for an efficient heat reservoir management, and with this, improve the recovery factor of the reservoir. The purpose of this work is to show the influence of the coupled wellbore/reservoir on the thermal simulation of reservoirs under cyclic steam stimulation. In this study, the methodology used in the solution of the problem involved the development of a wellbore model for the integration of steam flow model in injection wellbores, VapMec, and a blackoil reservoir model for the injection of cyclic steam in oil reservoirs. Thus, case studies were developed for shallow and deep reservoirs, whereas the usual configurations of injector well existing in the oil industry, i.e., conventional tubing without packer, conventional tubing with packer and insulated tubing with packer. A comparative study of the injection and production parameters was performed, always considering the same operational conditions, for the two simulation models, non-coupled and a coupled model. It was observed that the results are very similar for the specified well injection rate, whereas significant differences for the specified well pressure. Finally, on the basis of computational experiments, it was concluded that the influence of the coupled wellbore/reservoir in thermal simulations using cyclic steam injection as an enhanced oil recovery method is greater for the specified well pressure, while for the specified well injection rate, the steam flow model for the injector well and the reservoir may be simulated in a non- coupled way

Comunidades zooplanctônicas como bioindicadoras da qualidade da água de quatro reservatórios da região semi-árida do Rio Grande do Norte

The response of zooplankton assemblages to variations in the water quality of four man-made lakes, caused by eutrophication and siltation, was investigated by means of canonical correspondence analysis. Monte Carlo simulations using the CCA eingenvalues as test statistics revealed that changes in zooplankton species composition along the environmental gradients of trophic state and abiogenic turbidity were highly significant. The species Brachionus calyciflorus, Thermocyclops sp. and Argyrodiaptomus sp. were good indicators of eutrophic conditions while the species Brachionus dolabratus, Keratella tropica and Hexarthra sp. were good indicators of high turbidity due to suspended sediments. The rotifer genus Brachionus was the most species-rich taxon, comprising five species which were associated with different environmental conditions. Therefore, we tested whether this genus alone could potentially be a better biological indicator of these environmental gradients than the entire zooplankton assemblages or any other random set of five species. The ordination results show that the five Brachionus species alone did not explain better the observed pattern of environmental variation than most random sets of five species. Therefore, this genus could not be selected as a target taxon for more intensive environmental monitoring as has been previously suggested by Attayde and Bozelli (1998). Overall, our results show that changes in the water quality of man-made lakes in a tropical semi-arid region have significant effects on the structure of zooplankton assemblages that can potentially affect the functioning of these ecosystems

Automatização de testes de software no âmbito da certificação de software para aplicações de engenharia civil

Testar software é uma das atividades que faz parte do desenvolvimento de software, e tem como objetivo apresentar evidências de confiabilidade contribuindo para uma maior qualidade do software. Esta atividade consome uma parte significativa do esforço de um projeto de desenvolvimento de software, sempre com o objetivo de encontrar erros antes da fase de manutenção, pois o custo de correção nesta fase pode ser até 100 vezes superior ao custo de correção na fase de conceção. Para auferir mais qualidade ao software, este pode ser certificado por uma norma de qualidade. As normas fornecem processos consistentes, rigorosos e uniformes para o desenvolvimento de software sempre com o objetivo de garantir qualidade ao software. As normas têm um papel importante na definição dos requisitos de teste, casos de teste e relatórios de teste que contemplam a atividade de testes permitindo elaborar um plano de testes mais rigoroso. Como o processo de testes é complexo no desenvolvimento de software, as ferramentas de automatização de testes de software permitem reduzir tempo, recursos e consequentemente os custos para a organização. A automatização deverá ser capaz de produzir os mesmos resultados obtidos através de um processo de testes manual, evidenciando sempre o resultado do teste. Deve também permitir a realização de testes sistemáticos e paralelos em diferentes ambientes de teste, sem o aumento do tempo e de recursos humanos. Nesta dissertação pretende-se desenvolver uma abordagem automatizada com o software Sikuli para a realização de testes seguindo a norma ISO/IEC 25051 para certificação de software. Depois da criação da abordagem e a respetiva criação de testes, é necessário validar a capacidade desta abordagem em comparação com uma abordagem de testes manuais.

"A Utopia do conhecimento químico e da engenharia urbana para a solução dos problemas das cidades do século XIX: o caso de Lisboa"

A modernização urbana do que se verificou nas principais cidades urbanas no século XIX foi marcada por dois fenómenos importantes. Por um lado pela criação de novas estruturas urbanas, e, por outro pelo desenvolvimento industrial. A concentração fabril contribuiu para o aumento da poluição do ar e criou problemas ambientais numa altura em que a higiene e salubridade dos espaços urbanos assumiam maior importância. Para tentar a poluição fabril ao longo do século XIX foi publicada uma serie de legislação. Por outro lado, os médicos, os químicos e os engenheiros tentaram propor soluções que diminuíssem a poluição provocada pelas fábricas ao mesmo tempo que procuraram implementar na cidade as modernas infraestruturas urbanas. O seu conhecimento do progresso da tecnologia permitiu-lhes compreender melhor a poluição produzida pela máquina a vapor ou por alguns processos industriais e propor soluções O objetivo desta comunicação é, tendo Lisboa como espaço de análise, abordar: os problemas ambientais provocados pelo desenvolvimento industrial; a forma como a legislação, engenheiros e cientistas tentaram controlar e contribuir para a resolução dos problemas ambientais.

Medidas de controle ambiental ou de engenharia para o controle da infecção pelo Mycobacterium tuberculosis nos serviços que atendem PVHA

Unidade 3, atividade 3, parte 3 do curso Organização de serviços para o atendimento de pessoas coinfectadas por TB-HIV. A infectologista Rossana Coimbra Brito fala sobre o acolhimento em serviços de saúde que atendem pessoas coinfectadas por TB e HIV. Aborda a importância do controle ambiental nas unidades de saúde, construídas de acordo com as normas vigentes que diminuam o risco de infecção por tuberculose. As medidas de controle ambiental devem visar a redução de partículas infectantes do ambiente, promover a maximização da ventilação natural e utilização de adequada da ventilação mecânica e luzes artificiais.

Medidas de controle ambiental ou de engenharia para o controle da infecção pelo Mycobacterium tuberculosis nos serviços que atendem PVHA

Apresentação em slide da Unidade 3, atividade 3, parte 3 do curso Organização de serviços para o atendimento de pessoas coinfectadas por TB-HIV. A infectologista Rossana Coimbra Brito fala sobre o acolhimento em serviços de saúde que atendem pessoas coinfectadas por TB e HIV. Aborda a importância do controle ambiental nas unidades de saúde, construídas de acordo com as normas vigentes que diminuam o risco de infecção por tuberculose. As medidas de controle ambiental devem visar a redução de partículas infectantes do ambiente, promover a maximização da ventilação natural e utilização de adequada da ventilação mecânica e luzes artificiais.

Medidas de controle ambiental ou de engenharia para o controle da infecção pelo Mycobacterium tuberculosis nos serviços que atendem PVHA

Transcrição da aula da Unidade 3, atividade 3, parte 3 do curso Organização de serviços para o atendimento de pessoas coinfectadas por TB-HIV. A infectologista Rossana Coimbra Brito fala sobre o acolhimento em serviços de saúde que atendem pessoas coinfectadas por TB e HIV. Aborda a importância do controle ambiental nas unidades de saúde, construídas de acordo com as normas vigentes que diminuam o risco de infecção por tuberculose. As medidas de controle ambiental devem visar a redução de partículas infectantes do ambiente, promover a maximização da ventilação natural e utilização de adequada da ventilação mecânica e luzes artificiais.

Medidas de controle ambiental ou de engenharia para o controle da infecção pelo Mycobacterium tuberculosis nos serviços que atendem PVHA

Áudio da Unidade 3, atividade 3, parte 3 do curso Organização de serviços para o atendimento de pessoas coinfectadas por TB-HIV. A infectologista Rossana Coimbra Brito fala sobre o acolhimento em serviços de saúde que atendem pessoas coinfectadas por TB e HIV. Aborda a importância do controle ambiental nas unidades de saúde, construídas de acordo com as normas vigentes que diminuam o risco de infecção por tuberculose. As medidas de controle ambiental devem visar a redução de partículas infectantes do ambiente, promover a maximização da ventilação natural e utilização de adequada da ventilação mecânica e luzes artificiais.