Os painéis à base de madeira vêm sendo amplamente utilizados em todo o mundo, em resposta à redução de oferta de madeira maciça em diversos segmentos da indústria madeireira, como em móveis, painéis, estruturas e outros componentes na construção civil. O grande volume de resíduos gerados pela agroindústria viabiliza o desenvolvimento de materiais alternativos e sustentáveis, destacando-se os painéis de partículas. Este trabalho apresenta um estudo da produção e avaliação de painéis de partículas de Eucalyptus grandis e casca de aveia, aderidas sob pressão com dois tipos de resinas (poliuretana à base de mamona e ureia formaldeído). O desempenho físico-mecânico dos painéis produzidos foi avaliado com base na ABNT NBR 14810:2006. Por meio de análise de variância (ANOVA), avaliou-se a influência dos fatores adotados: madeira de Eucalyptus grandis, com proporções mássicas de 70, 85 e 100%; casca de aveia, nas proporções de 15, 30 e 100%; e adesivos, nas proporções de 10, 12 e 14%, bem como a combinação entre ambos, em cada uma das variáveis respostas (propriedades físico-mecânicas) avaliadas. Os resultados apontaram excelentes propriedades físico-mecânicas, em alguns casos muito superiores aos requisitos estipulados pelas normas nacionais e internacionais. Desta maneira, ficou comprovado o bom desempenho dos painéis de partículas produzidos, além de sua compatibilidade para aplicações em indústrias, como de móveis, painéis, embalagens e na construção civil. / Wood-based panels have been widely used around the world, replacing solid wood in various segments of the industry, such as furniture, panels, structures and other building components. The large volume of waste generated by agro industry enables the development of alternative and sustainable materials, highlighting the particleboard. This paper presents a study about production and evaluation of particleboard of Eucalyptus grandis and oat hulls, bonded under pressure with two types of resins (polyurethane based on castor oil and urea formaldehyde). Physical-mechanical performance of the panels produced was evaluated based on ABNT NBR 14810:2006. A variance analysis (ANOVA) evaluated the factors influence: Eucalyptus grandis, with mass ratios of 70, 85 and 100%; oat hulls, in proportions of 15, 30 and 100%; adhesives, in proportions of 10, 12 and 14%, and the combination of both, in each of the response variables (physical and mechanical properties) evaluated. Results showed excellent physical-mechanical properties, in some cases much higher than national and international codes requirements. Thus, panel particles good performance was proved, in addition to its compatibility with applications in wood industries, such as furniture, panels, packaging and in building construction.

Dans un modèle qui peut s'avérer complexe et fortement non linéaire, les paramètres d'entrée, parfois en très grand nombre, peuvent être à l'origine d'une importante variabilité de la sortie. L'analyse de sensibilité globale est une approche stochastique permettant de repérer les principales sources d'incertitude du modèle, c'est-à-dire d'identifier et de hiérarchiser les variables d'entrée les plus influentes. De cette manière, il est possible de réduire la dimension d'un problème, et de diminuer l'incertitude des entrées. Les indices de Sobol, dont la construction repose sur une décomposition de la variance globale du modèle, sont des mesures très fréquemment utilisées pour atteindre de tels objectifs. Néanmoins, ces indices se basent sur la décomposition fonctionnelle de la sortie, aussi connue soue le nom de décomposition de Hoeffding. Mais cette décomposition n'est unique que si les variables d'entrée sont supposées indépendantes. Dans cette thèse, nous nous intéressons à l'extension des indices de Sobol pour des modèles à variables d'entrée dépendantes. Dans un premier temps, nous proposons une généralisation de la décomposition de Hoeffding au cas où la forme de la distribution des entrées est plus générale qu'une distribution produit. De cette décomposition généralisée aux contraintes d'orthogonalité spécifiques, il en découle la construction d'indices de sensibilité généralisés capable de mesurer la variabilité d'un ou plusieurs facteurs corrélés dans le modèle. Dans un second temps, nous proposons deux méthodes d'estimation de ces indices. La première est adaptée à des modèles à entrées dépendantes par paires. Elle repose sur la résolution numérique d'un système linéaire fonctionnel qui met en jeu des opérateurs de projection. La seconde méthode, qui peut s'appliquer à des modèles beaucoup plus généraux, repose sur la construction récursive d'un système de fonctions qui satisfont les contraintes d'orthogonalité liées à la décomposition généralisée. En parallèle, nous mettons en pratique ces différentes méthodes sur différents cas tests. / A mathematical model aims at characterizing a complex system or process that is too expensive to experiment. However, in this model, often strongly non linear, input parameters can be affected by a large uncertainty including errors of measurement of lack of information. Global sensitivity analysis is a stochastic approach whose objective is to identify and to rank the input variables that drive the uncertainty of the model output. Through this analysis, it is then possible to reduce the model dimension and the variation in the output of the model. To reach this objective, the Sobol indices are commonly used. Based on the functional ANOVA decomposition of the output, also called Hoeffding decomposition, they stand on the assumption that the incomes are independent. Our contribution is on the extension of Sobol indices for models with non independent inputs. In one hand, we propose a generalized functional decomposition, where its components is subject to specific orthogonal constraints. This decomposition leads to the definition of generalized sensitivity indices able to quantify the dependent inputs' contribution to the model variability. On the other hand, we propose two numerical methods to estimate these constructed indices. The first one is well-fitted to models with independent pairs of dependent input variables. The method is performed by solving linear system involving suitable projection operators. The second method can be applied to more general models. It relies on the recursive construction of functional systems satisfying the orthogonality properties of summands of the generalized decomposition. In parallel, we illustrate the two methods on numerical examples to test the efficiency of the techniques.

為了因應全球暖化，鼓勵再生能源發展，先進國家逐步推動「綠色電價」。由於再生能源發電成本較一般傳統電力成本來得高，故再生能源電能之價格也會高於傳統電能之價格。對於高成本高售價之再生能源電能，多數國家在市場上透過用電戶自願認購方式進行銷售，並收取所謂的綠色電價，以作為綠色電力基金之來源，或作為未來發展再生能源之資金來源。透過這樣的制度，可以讓整體社會共同參與環境保護的工作，也可提高人民的環保意識和各界環境責任感，也可籌措再生能源發展所需的資金。 本研究透過問卷調查法，以網路問卷－Google Form發放，觀察並探討民眾對於綠色電價政策之購買意願，以及民眾對於當前政策之考量，透過ANOVA檢定，分析民眾填答問卷之結果，了解民眾本身對於環保問題的認知與意識，及民眾對於綠色電價政策之考量因素主要為何。根據問卷分析與檢定結果發現：多數民眾對於綠色電價的概念仍然相當模糊，但是大多會選擇購買綠色電價。 其次是對於本文所歸納的五個政策因素考量存有疑慮－政府政策宣導、綠色電價的制度設計、相關法規制定、執行單位之效能，以及支付額外的綠色電價對國人經濟上的負擔。五項當中，又以執行單位可能效能不佳之疑慮評分為最高。 本研究另外發現，民眾對於綠色電價的願付價格，接受度最高的是綠色電價比一般電價貴10%以下，意即在回收的221份問卷中，當綠電價格每度低於3.18元，一般民眾有五成以上會選購，與目前綠電價格設定3.96元存有落差。據此，在綠色電價政策推行上，和實際民眾購買意願之間，應該如何制訂一個合理的綠色電價，是需要仰賴國內產、官、學各界充分討論，以及民眾意見妥善表達，在國家與社會民眾間，取得一個平衡點，並且參考各先進國家發展自願性綠色電價之經驗。如此，方能在國家發展經濟的同時，又能兼顧環境保護和節能減碳，達到國家永續發展之政策目標。 / In response to global warming, the development of renewable energy is encouraged. Advanced countries are gradually promoting “green power pricing programs”. Due to the higher generating costs of renewable energy’s electricity than conventional one, therefore renewable energy electricity prices will be definitely higher than traditional electric energy prices. The high cost of renewable energy’s electricity pushes most countries in the market to sell this type of electricity to consumers through a voluntary subscription mode and charge a so-called green power pricing. Using green power as a source of funds or as the future development of renewable energy funding sources and with such a system, you can make the whole society participate in environmental protection work. People from all walks of life will have their environmental awareness and responsibility adequately improved. This study uses an online questionnaire－Google Form to survey, observe and explore the public’s reaction towards green power pricing policy, its willingness to purchase and its considerations for the current policies. Through the ANOVA test and the analysis of the results of the survey to understand the public’s cognition and awareness of environmental issues and the public’s main considerations towards the green power pricing policy, for most people such concept is still quite vague but anyhow they will choose to buy green. Secondly, this article summarizes five policy factors for consideration –doubts about government policy and advocacy, the designing of the green power pricing system, the related laws and regulations, the performance of the executive units and the payment of the green power pricing adding to the economic burden of the people. In the above five points, the poor performance of the units will, undoubtedly, carry the highest score. This study also found that the public is willing to pay for green power pricing and there is even a higher acceptance if the price would not exceed more than 10% of conventional electricity price. In other words, according to the response of 221 questionnaires, if the green power price lower than NT$3.18 /kWh, there will be half of people to purchase it. This study conducted a gap analysis between the current green power price－NT$3.96 /kWh and the price people accepted generally. Accordingly, the implementation of a policy on green electricity and the real willingness of the people to purchase such electricity depend on how reasonable the green tariff is. The industry, the government , the academia should all express their opinions. The state and the society must seek and strike a balance while referring to the development of green energy voluntary subscription tariffs in advanced countries. In this way, while simultaneously developing the economy of the country and taking into account the environment protection, energy saving and carbon reduction, we can reach our national goals of achieving a sustainable development.

Temas relacionados ao desenvolvimento de novos materiais têm sido cada vez mais abordados e discutidos, num contexto em que questões como meio ambiente, sociedade, economia de energia e aproveitamento de resíduos, vêm se tornando relevantes. Neste cenário, faz-se necessário estudar aplicações de insumos alternativos na produção de pisos de madeira, tanto para reduzir o consumo de essências tropicais quanto para suprir o aumento da demanda de madeira nas indústrias deste segmento. O objetivo deste estudo foi produzir painéis de partículas homogêneos de alta densidade, com resíduos de madeira de Pinus elliottii e casca de aveia (Avena sativa), aderidos sob pressão com dois tipos de adesivo, poliuretano à base de óleo de mamona e melamina formaldeído, nos percentuais de 11 e 13%, e avaliar o desempenho físico-mecânico de tais painéis para aplicação em pisos. O desempenho físico-mecânico dos painéis (Planejamento I - 20 tratamentos) foi avaliado com base nas normas ABNT NBR 14810 (2006 e 2013). Realizou-se análise de variância (ANOVA) para testar a influência dos fatores individuais (percentual de casca de aveia, percentual de adesivo e tipo de adesivo), além das interações entre tais fatores (dois a dois e três a três) nas propriedades físico-mecânicas dos painéis. Também foi avaliado o desempenho para pisos, tanto dos painéis (Planejamento II - 12 tratamentos) quanto de três espécies de madeira tropical (Angelim Vermelho, Dinizia excelsa; Cumaru, Dipteryx odorata e Jatobá, Hymenaea sp.), segundo diversas normas relacionadas a pisos de madeira. Os resultados apontaram propriedades físico-mecânicas dos painéis, em alguns tratamentos superiores aos requisitos estipulados por normas nacionais e internacionais. Quanto ao desempenho para pisos, os painéis apresentaram desempenho semelhante as três espécies de madeira, na maioria das propriedades avaliadas. A análise de porosimetria por intrusão de mercúrio confirmou a similaridade entre os painéis (do Planejamento II) e as três espécies de madeira avaliadas, evidenciando a potencialidade dos painéis produzidos para aplicação na indústria de pisos engenheirados. / Matters related to the development of new materials have been increasingly addressed and discussed in a context where issues such as the environment, society, energy and waste recovery economy, is becoming relevant. In this scenario, it is necessary to study alternative inputs for applications in the production of wood floors, both to reduce the consumption of tropical essences as to meet the increasing demand for wood in industries in this segment. The aim this study was to produce high density homogeneous particleboard with waste wood of Pinus elliottii and oat hulls (Avena sativa), adhered under pressure with two types of adhesive, castor oil-based polyurethane and melamine formaldehyde, the percentage of 11 and 13%, and evaluate the physical and mechanical performance of such panels for use in floors. The physical-mechanical performance of the panels (Planning I - 20 treatments) was evaluated based on the NBR 14810 (2006 and 2013) standards. We conducted an analysis of variance (ANOVA) to evaluate the influence of individual factors (oat hulls percentage, adhesive percentage and type of adhesive), and the interactions between these factors (two by two and three by three) on the physical properties-mechanical panels. It was also evaluated the performance for floors, both panels (Planning II - 12 treatments) as three species of tropical wood (Angelim Vermelho, Dinizia excelsa; Cumaru, Dipteryx odorata e Jatobá, Hymenaea sp.), according to various standards related to wood floors. The results indicated physical and mechanical properties of the panels, in some treatments superior to the requirements stipulated by national and international standards. As for performance flooring, panels statistically equivalent to the three species of wood, most of the evaluated properties. Porosimetry analysis by mercury intrusion confirmed the similarity between the panels (from Planning II) and the three wood species evaluated, demonstrating the potential of the panels produced for use in the flooring industry engineered.

Made available in DSpace on 2014-12-17T15:01:28Z (GMT). No. of bitstreams: 1 RomeroGSAF_DISSERT.pdf: 5251211 bytes, checksum: 91e35eccdc843f543fbc2744a816fb64 (MD5) Previous issue date: 2012-03-16 / Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior / All around the world, naturally occurring hydrocarbon deposits, consisting of oil and gas contained within rocks called reservoir rocks , generally sandstone or carbonate exists. These deposits are in varying conditions of pressure and depth from a few hundred to several thousand meters. In general, shallow reservoirs have greater tendency to fracture, since they have low fracture gradient, ie fractures are formed even with relatively low hydrostatic columns of fluid. These low fracture gradient areas are particularly common in onshore areas, like the Rio Grande do Norte basin. During a well drilling, one of the most favorable phases for the occurrence of fractures is during cementing, since the cement slurry used can have greater densities than the maximum allowed by the rock structure. Furthermore, in areas which are already naturally fractured, the use of regular cement slurries causes fluid loss into the formation, which may give rise to failures cementations and formation damages. Commercially, there are alternatives to the development of lightweight cement slurries, but these fail either because of their enormous cost, or because the cement properties were not good enough for most general applications, being restricted to each transaction for which the cement paste was made, or both reasons. In this work a statistical design was made to determine the influence of three variables, defined as the calcium chloride concentration, vermiculite concentration and nanosilica concentration in the various properties of the cement. The use of vermiculite, a low density ore present in large amounts in northeastern Brazil, as extensor for cementing slurries, enabled the production of stable cements, with high water/cement ratio, excellent rheological properties and low densities, which were set at 12.5 lb / gal, despite the fact that lower densities could be achieved. It is also seen that the calcium chloride is very useful as gelling and thickening agent, and their use in combination with nanosilica has a great effect on gel strength of the cement. Hydrothermal Stability studies showed that the pastes were stable in these conditions, and mechanical resistance tests showed values of the order of up to 10 MPa / Em todo o mundo, ocorrem naturalmente dep?sitos de hidrocarbonetos, constitu?dos de petr?leo e g?s natural, contidos dentro de rochas denominadas "rochas reservat?rio", em geral arenitos ou carbonatos. Esses dep?sitos existem em variadas condi??es de press?o e profundidade, desde poucas centenas at? milhares de metros. Em geral, reservat?rios mais "rasos" t?m a tend?ncia a fraturar mais facilmente, pois possuem baixo gradiente de fratura, ou seja, as fraturas s?o formadas mesmo com colunas hidrost?ticas de fluido relativamente baixas. Essas zonas de baixo gradiente de fratura s?o particularmente mais comuns em zonas onshore, como aqui no Rio Grande do Norte. Um dos momentos mais prop?cios para a ocorr?ncia de fraturas ? durante a cimenta??o do po?o, ao se utilizar uma pasta cimentante de densidade superior ao m?ximo permitido pela estrutura rochosa. Al?m disso, em zonas j? naturalmente fraturadas, o uso de cimentos comuns causa perda de fluido para a forma??o, o que pode dar causa a cimenta??es falhas. Comercialmente, existem alternativas para o desenvolvimento de sistemas de pastas de cimento leves, mas esses falham ou em raz?o de seu elevad?ssimo custo, ou em fun??o das propriedades da pasta obtida n?o serem suficientemente boas para aplica??es mais gen?ricas, ficando restritas a cada opera??o para qual a pasta de cimento foi feita. Nesse trabalho foi realizado um planejamento estat?stico para determinar a influ?ncia de tr?s vari?veis, definidas como a concentra??o de cloreto de c?lcio, concentra??o de vermiculita e concentra??o de nano s?lica, nas v?rias propriedades do cimento. O uso da vermiculita, um min?rio de baixa densidade presente em grandes quantidades no nordeste brasileiro, como extensor para pastas cimentantes, permitiu a produ??o de pastas est?veis, com alta raz?o ?gua/cimento, propriedades reol?gicas excelentes e baixas densidades, que foram fixadas em 12,5 lb/Gal. Viu-se tamb?m que o cloreto de c?lcio ? um poderoso viscosificante e gelificante, e seu uso combinado com a nano s?lica possui grande efeito nas for?as g?is do cimento. Estudos de estabilidade hidrot?rmica mostraram que as pastas foram est?veis nessas condi??es, e os ensaios de resist?ncia mec?nica mostraram valores da ordem de at? 10 MPa

CoordenaÃÃo de AperfeÃoamento de Pessoal de NÃvel Superior / The work aims to build , using the BEM (Blade Element Moment) theory , and test three wind rotors , each one consisting of three blades, which were constructed and used for assembling three SWT (Small Wind Turbine) with TSR (Tip Speed Ratio) equal to seven. The three rotors with blades of 2 meters length, distinguished themselves in their geometries as follows: 1) blades without any correction, 2) blades with only tip correction, 3) blades with only root correction. The NREL S809 airfoil developed by the U.S. National Renewable Energy Laboratory (NREL) was used. This airfoil is characterized by having been specially developed for wind turbines. The airfoil experimental data, such as the lift and drag coefficients as a function of angle of attack, were obtained based on wind tunnel test results for Reynolds number of 3 x 105. Also, field tests were conducted to collect torque in the main shaft of the wind rotor [N ∙ m], angular velocity [rad/s] and wind speed [m/s] data, using proper instrumentation and a data collection system. The data collected in the field for each turbine, were analyzed by statistical inference. The power coefficient data were grouped by TSR ranges, and was observed that the data of the last two ranges were the only intervals that showed a normal distribution of data of the Cp . These data were subjected to a one-way ANOVA. And the results showed no significant difference between the average of the rotors SC and CP. Already the data did not exhibit a normal distribution were analyzed by Exponentially Weighted Moving Average (MMEP). It was also observed that the three rotors showed no difference between the power coefficients, of the statistical point of view. An important finding of the experiments was that the CR blades had higher average values of power coefficients for each band TSR. / O trabalho visou construir, atravÃs da Teoria do BEM (Blade Element Moment), e testar trÃs rotores eÃlicos, cada um destes constituÃdos de trÃs pÃs, as quais foram construÃdas e aplicadas na montagem de trÃs TEPP (Turbinas EÃlicas de Pequeno Porte) com TSR (Tip Speed Ratio de projeto igual a sete. Os trÃs rotores, com pÃs de 2 metros de comprimento, distinguiram-se, em suas geometrias, do seguinte modo: 1) pÃs sem correÃÃo alguma, 2) pÃs com correÃÃo somente na ponta e 3) pÃs com correÃÃo somente na raiz. O aerofÃlio aplicado foi o NREL S809, desenvolvido pelo laboratÃrio norte americano de energias renovÃveis (NREL). Este aerofÃlio à caracterizado por ter sido projetado para uso especÃfico em turbinas eÃlicas. Os dados experimentais do aerofÃlio, como os coeficientes de sustentaÃÃo e arrasto em funÃÃo do Ãngulo de ataque, foram obtidos com base nos resultados de testes em tÃnel de vento para um nÃmero de Reynolds de 3 x 105. Realizou-se, tambÃm, testes em campo, utilizando-se de uma instrumentaÃÃo necessÃria para a coleta de dados de torque no eixo principal do rotor eÃlico [N.m], velocidade angular do rotor [rad/s], e velocidade do vento, por meio de um sistema de coleta de dados. Os dados colhidos em campo, de cada turbina, foram analisados por inferÃncia estatÃstica. Os dados de Cp foram agrupados por faixas de TSR, e observou-se que os dados das duas Ãltimas faixas foram os Ãnicos intervalos que apresentaram uma distribuiÃÃo normal de probabilidade dos dados de Cp . Estes dados foram submetidos a uma ANOVA com um fator. E os resultados mostraram que nÃo hà uma diferenÃa significativa entre as mÃdias dos rotores SC e CP. Jà os dados que nÃo apresentaram uma distribuiÃÃo normal foram analisados pela MÃdia MÃvel Exponencialmente Ponderada (MMEP). Verificou-se tambÃm que os trÃs rotores nÃo apresentaram diferenÃa entre os coeficientes de potÃncia, do ponto de vista estatÃstico. Uma importante constataÃÃo dos experimentos realizados foi a de que as pÃs CR apresentaram valores mÃdios de Cp superiores para cada faixa de TSR.

Os painéis à base de madeira vêm sendo amplamente utilizados em todo o mundo, em resposta à redução de oferta de madeira maciça em diversos segmentos da indústria madeireira, como em móveis, painéis, estruturas e outros componentes na construção civil. O grande volume de resíduos gerados pela agroindústria viabiliza o desenvolvimento de materiais alternativos e sustentáveis, destacando-se os painéis de partículas. Este trabalho apresenta um estudo da produção e avaliação de painéis de partículas de Eucalyptus grandis e casca de aveia, aderidas sob pressão com dois tipos de resinas (poliuretana à base de mamona e ureia formaldeído). O desempenho físico-mecânico dos painéis produzidos foi avaliado com base na ABNT NBR 14810:2006. Por meio de análise de variância (ANOVA), avaliou-se a influência dos fatores adotados: madeira de Eucalyptus grandis, com proporções mássicas de 70, 85 e 100%; casca de aveia, nas proporções de 15, 30 e 100%; e adesivos, nas proporções de 10, 12 e 14%, bem como a combinação entre ambos, em cada uma das variáveis respostas (propriedades físico-mecânicas) avaliadas. Os resultados apontaram excelentes propriedades físico-mecânicas, em alguns casos muito superiores aos requisitos estipulados pelas normas nacionais e internacionais. Desta maneira, ficou comprovado o bom desempenho dos painéis de partículas produzidos, além de sua compatibilidade para aplicações em indústrias, como de móveis, painéis, embalagens e na construção civil. / Wood-based panels have been widely used around the world, replacing solid wood in various segments of the industry, such as furniture, panels, structures and other building components. The large volume of waste generated by agro industry enables the development of alternative and sustainable materials, highlighting the particleboard. This paper presents a study about production and evaluation of particleboard of Eucalyptus grandis and oat hulls, bonded under pressure with two types of resins (polyurethane based on castor oil and urea formaldehyde). Physical-mechanical performance of the panels produced was evaluated based on ABNT NBR 14810:2006. A variance analysis (ANOVA) evaluated the factors influence: Eucalyptus grandis, with mass ratios of 70, 85 and 100%; oat hulls, in proportions of 15, 30 and 100%; adhesives, in proportions of 10, 12 and 14%, and the combination of both, in each of the response variables (physical and mechanical properties) evaluated. Results showed excellent physical-mechanical properties, in some cases much higher than national and international codes requirements. Thus, panel particles good performance was proved, in addition to its compatibility with applications in wood industries, such as furniture, panels, packaging and in building construction.

Webbapplikationers komplexitet och mängden avancerade tjänster ökar. Loggning av aktiviteter kan öka förståelsen över användares beteenden och behov, men används i för stor mängd utan relevant information. Mer avancerade system medför ökade krav för prestandan och loggning blir än mer krävande för systemen. Det finns behov av smartare system, utveckling inom tekniker för prestandaförbättringar och tekniker för datainsamling. Arbetet kommer undersöka hur svarstider påverkas vid loggning av serverdata, enligt datainsamlingsfasen i web usage mining, beroende på lagringsstrategier. Hypotesen är att loggning kan försämra svarstider ytterligare. Experiment genomförs där fyra olika lagringsstrategier används för att lagra serverdata med olika tabell- och databasstrukturer, för att se vilken strategi som påverkar svarstiderna minst. Experimentet påvisar statistiskt signifikant skillnad mellan lagringsstrategierna enligt ANOVA. Lagringsstrategi 4 påvisar bäst effekt för prestandans genomsnittliga svarstid, jämfört med lagringsstrategi 2 som påvisar mest negativ effekt för den genomsnittliga svarstiden. Framtida arbete vore intressant för att stärka resultaten. / Web applications complexity and the amount of advanced services increases. Logging activities can increase the understanding of users behavior and needs, but is used too much without relevant information. More advanced systems brings increased requirements for performance and logging becomes even more demanding for the systems. There is need of smarter systems, development within the techniques for performance improvements and techniques for data collection. This work will investigate how response times are affected when logging server data, according to the data collection phase in web usage mining, depending on storage strategies. The hypothesis is that logging may degrade response times even further. An experiment was conducted in which four different storage strategies are used to store server data with different table- and database structures, to see which strategy affects the response times least. The experiment proves statistically significant difference between the storage strategies with ANOVA. Storage strategy 4 proves the best effect for the performance average response time compared with storage strategy 2, which proves the most negative effect for the average response time. Future work would be interesting for strengthening the results.

Le thème général de cette thèse est celui de la construction de modèles permettantd’approximer une fonction f lorsque la valeur de f(x) est connue pour un certainnombre de points x. Les modèles considérés ici, souvent appelés modèles de krigeage,peuvent être abordés suivant deux points de vue : celui de l’approximation dans les espacesde Hilbert à noyaux reproduisants ou celui du conditionnement de processus gaussiens.Lorsque l’on souhaite modéliser une fonction dépendant d’une dizaine de variables, lenombre de points nécessaires pour la construction du modèle devient très important etles modèles obtenus sont difficilement interprétables. A partir de ce constat, nous avonscherché à construire des modèles simplifié en travaillant sur un objet clef des modèles dekrigeage : le noyau. Plus précisement, les approches suivantes sont étudiées : l’utilisation denoyaux additifs pour la construction de modèles additifs et la décomposition des noyauxusuels en sous-noyaux pour la construction de modèles parcimonieux. Pour finir, nousproposons une classe de noyaux qui est naturellement adaptée à la représentation ANOVAdes modèles associés et à l’analyse de sensibilité globale. / The framework of this thesis is the approximation of functions for which thevalue is known at limited number of points. More precisely, we consider here the so-calledkriging models from two points of view : the approximation in reproducing kernel Hilbertspaces and the Gaussian Process regression.When the function to approximate depends on many variables, the required numberof points can become very large and the interpretation of the obtained models remainsdifficult because the model is still a high-dimensional function. In light of those remarks,the main part of our work adresses the issue of simplified models by studying a key conceptof kriging models, the kernel. More precisely, the following aspects are adressed: additivekernels for additive models and kernel decomposition for sparse modeling. Finally, wepropose a class of kernels that is well suited for functional ANOVA representation andglobal sensitivity analysis.

There are surveys carried out repeatedly on the same set of units. In connection with such research, we are talking about the dependent samples. The aim and the contribution of this diploma thesis is a summary of available methods for analyzing data from dependent samples for both continuous and discrete variables. The Czech literature has been devoted to this topic only marginally. The theoretical part is divided into two main parts for two waves and for more waves of exploration, which are further divided according to the type of reference variable. The third part is devoted to the application of the theoretical information in a market research.