The influence of matrix mediated hopping conductivity, filler concentration, aspect ratio and orientation on the electrical response of carbon nanotube/polymer nanocomposites

A model to simulate the conductivity of carbon nanotube/polymer nanocomposites is presented. The proposed model is based on hopping between the fillers. A parameter related to the influence of the matrix in the overall composite conductivity is defined. It is demonstrated that increasing the aspect ratio of the fillers will increase the conductivity. Finally, it is demonstrated that the alignment of the filler rods parallel to the measurement direction results in higher conductivity values, in agreement with results from recent experimental work.

Initial growth of maize in response to application of rock phosphate, vermicompost and endophytic bacteria

Due to the high energy requirement and demand for non-renewable resources for the production of chemical fertilizers, added also to the environmental impact caused by the use of such products, it is important to intensify research on bio-based agricultural inputs. The use of nitrogen-fixing endophytic and phosphate solubilizing bacteria can provide these nutrients to the plants from the air and poorly soluble phosphorus sources, such as phosphate rock. The objective of this study was to evaluate the nutrition and initial growth of maize (Zea mays L.) in response to the inoculation of nitrogen-fixing and rock phosphate solubilizing endophytic bacteria, in single or mixed formulation, applied with vermicompost. The treatments containing bacteria, both diazotrophic and phosphate solubilizing, when compared to controls, showed higher levels of leaf nitrogen and phosphorus in maize, as well as higher growth characteristics. The application of vermicompost showed synergistic effect when combined with endophytic bacteria. Thus, the innovation of the combination of the studied factors may contribute to the early development of maize.

A Wireless EEG Acquisition Platform based on Embedded Systems

This paper proposes a wireless EEG acquisition platform based on Open Multimedia Architecture Platform (OMAP) embedded system. A high-impedance active dry electrode was tested for improving the scalp- electrode interface. It was used the sigma-delta ADS1298 analog-to-digital converter, and developed a “kernelspace” character driver to manage the communications between the converter unit and the OMAP’s ARM core. The acquired EEG signal data is processed by a “userspace” application, which accesses the driver’s memory, saves the data to a SD-card and transmits them through a wireless TCP/IP-socket to a PC. The electrodes were tested through the alpha wave replacement phenomenon. The experimental results presented the expected alpha rhythm (8-13 Hz) reactiveness to the eyes opening task. The driver spends about 725 μs to acquire and store the data samples. The application takes about 244 μs to get the data from the driver and 1.4 ms to save it in the SD-card. A WiFi throughput of 12.8Mbps was measured which results in a transmission time of 5 ms for 512 kb of data. The embedded system consumes about 200 mAh when wireless off and 400 mAh when it is on. The system exhibits a reliable performance to record EEG signals and transmit them wirelessly. Besides the microcontroller-based architectures, the proposed platform demonstrates that powerful ARM processors running embedded operating systems can be programmed with real-time constrains at the kernel level in order to control hardware, while maintaining their parallel processing abilities in high level software applications.

Morphology and stability of aggregates of an Oxisol according to tillage system and gypsum application

Morphological characterization and aggregate stability is an important factor in evaluating management systems. The aim of this paper is to evaluate the stability and morphology of the aggregates of a dystrophic Oxisol managed with no-tillage and conventional tillage with and without the residual action of gypsum. The experimental design was randomized blocks arranged in split-split plot, where the treatments were two soil management systems (plots) with 0 and 2000 kg ha-1 of gypsum (subplots) and five depths (0-0.05, 0.05-0.10, 0.10-0.15, 0.15-0.20 and 0.20-0.30 m) as the subsubplots, with four replications. The aggregate morphology was determined through images and later evaluated by the Quantporo software. Stability was determined by the wet method. The results showed that the no-tillage system, with or without gypsum residual effect, provided the aggregates with the largest geometric diameters. The combination of no-tillage system and the gypsum residual effect provided rougher aggregates.

Parameters of electrostatic spraying and its influence on the application efficiency

When the electrostatic spraying is used correctly, it provides advantages over conventional systems, however many factors can affect the system efficiency. Therefore, the objective of this study was to evaluate the charge/mass ratio (Q/M) at different spraying distances (0, 1, 2, 3, 4 and 5 m), and the liquid deposition efficiency on the target. Evaluating the Q/M ratio the Faraday cage method was used and to evaluate the liquid deposition efficiency the artificial targets were positioned longitudinally and transversely to the spray jet. It was found that the spraying distance affects the Q/M ratio, consequently, the liquid deposition efficiency. For the closest distance to the target the Q/M ratio was 4.11 mC kg-1, and at distances of 1, 2, 3, 4 and 5 m, the ratio decreased to 1.38, 0.64, 0.31, 0.17 and 0.005 mC kg-1, respectively. For the liquid deposition, the electrostatic system was affected by the target orientation and spraying distance. The target transversely to the jet of liquid did not improve the liquid deposition, but longitudinally increased the deposition up to 3 meters of distance.

Urease inhibitor (NBPT) and efficiency of single or split application of urea in wheat crop

NBPT (N-(n-butyl) thiophosphoric triamide), a urease inhibitor, has been reported as one of the most promising compounds to maximize urea nitrogen use in agricultural systems. The objective of this study was to evaluate the performance of irrigated wheat fertilized with urea or urea + NBPT as single or split application. The experiment was conducted from June to October 2006 in Viçosa, MG, Brazil. The experimental design followed a 2×2 factorial scheme, in which urea or urea + NBPT were combined with two modes of application: full dose at sowing (60kg ha-1) or split (20kg ha-1 at sowing + 40kg ha-1 as topdressing at tillering), in randomized blocks with ten replications. The split application of nitrogen fertilization does not improve the yield wheat under used conditions. The use of urease inhibitor improves the grain yield of wheat crop when urea is applied in topdressing at tillering, but its use does not promote difference when urea is applied in the furrow at planting.

Application to quantify fetal lung branching on rat explant

Recently, regulating mechanisms of branching morphogenesis of fetal lung rat explants have been an essential tool for molecular research. The development of accurate and reliable segmentation techniques may be essential to improve research outcomes. This work presents an image processing method to measure the perimeter and area of lung branches on fetal rat explants. The algorithm starts by reducing the noise corrupting the image with a pre-processing stage. The outcome is input to a watershed operation that automatically segments the image into primitive regions. Then, an image pixel is selected within the lung explant epithelial, allowing a region growing between neighbouring watershed regions. This growing process is controlled by a statistical distribution of each region. When compared with manual segmentation, the results show the same tendency for lung development. High similarities were harder to obtain in the last two days of culture, due to the increased number of peripheral airway buds and complexity of lung architecture. However, using semiautomatic measurements, the standard deviation was lower and the results between independent researchers were more coherent.

Application of GA3 and girdling of branches on the production of extemporaneous fruits of 'Tahiti' acid lime

The objective of this study was to evaluate the effect of girdling of branches and the application of GA3, still in the main crop flowering on the formation of reproductive structures, the fruit set of the following extemporaneous flowering of 'Tahiti' acid lime. This work used a randomized block design with five replications in a 4x3 factorial design. The first factor was the foliar application of GA3, 88 days before extemporaneous flowering at five concentrations (0, 7, 14 and 21 mg.L-1). The second factor was the girdling times, 108 days before flowering onset (A108AF), 78 days before flowering (A78AF) plus no-girdling control (NG). In extemporaneous flowering, the proportion of buds, flowers and fruits that abscised was 38.75, 31.25 and 18.64% respectively and 11.34% of all reproductive structures formed were collected. GA3 did not affect fruit set. Girdling increased fruit set by 229 and 256% at A108DAF and A78DAF respectively, in relation to NG plants. The GA3 reduced the formation of floral structures, which resulted in a quadratic increase in field production by reducing the competition for photoassimilates among fruits. The concentration of 21 mg.L-1 was the most productive, with 15.97 fruit.plant-1.

Effect of biostimulant application on production and flavonoid content of marigold (Calendula officinalis L.)

The production of medicinal plants as raw material for industry must associate quality with biomass formation and, with this purpose, the application of plant growth regulators has been studied in these crops. The objective of this study was to evaluate the effect of a biostimulant on growth, inflorescence production and flavonoid content in marigold. The experiment was conducted in a greenhouse and the treatments consisted of increasing doses of the biostimulant (0, 3, 6, 9, 12 and 15 mL L-1) applied by foliar spraying in ten consecutive applications. The experiment was arranged in a completely randomized design, with six treatments and ten repetitions. The number of leaves and flowerheads and dry matter of roots increased linearly with increasing doses of the growth promoter, with 20%, 36.97% and 97.28% increases, respectively, compared with the control. The total dry mass and shoot dry mass showed maximum values at the highest dose tested of 15 mL L-1 (with increases of 40.09% and 46.30%, respectively). Plant height and flavonoid content reached the highest values at a dose of 6 mL L-1. The biostimulant promoted the development of marigold and positively influenced the synthesis of the secondary compound of medicinal interest. Among the tested doses, the application of rates between 6 and 9 mL L-1 of the biostimulant is recommended for more efficient large-scale production of marigold.

Application of Gage R&R methodology for improving the training and evaluation of automatic optical inspection machine operators

The current level of demand by customers in the electronics industry requires the production of parts with an extremely high level of reliability and quality to ensure complete confidence on the end customer. Automatic Optical Inspection (AOI) machines have an important role in the monitoring and detection of errors during the manufacturing process for printed circuit boards. These machines present images of products with probable assembly mistakes to an operator and him decide whether the product has a real defect or if in turn this was an automated false detection. Operator training is an important aspect for obtaining a lower rate of evaluation failure by the operator and consequently a lower rate of actual defects that slip through to the following processes. The Gage R&R methodology for attributes is part of a Six Sigma strategy to examine the repeatability and reproducibility of an evaluation system, thus giving important feedback on the suitability of each operator in classifying defects. This methodology was already applied in several industry sectors and services at different processes, with excellent results in the evaluation of subjective parameters. An application for training operators of AOI machines was developed, in order to be able to check their fitness and improve future evaluation performance. This application will provide a better understanding of the specific training needs for each operator, and also to accompany the evolution of the training program for new components which in turn present additional new difficulties for the operator evaluation. The use of this application will contribute to reduce the number of defects misclassified by the operators that are passed on to the following steps in the productive process. This defect reduction will also contribute to the continuous improvement of the operator evaluation performance, which is seen as a quality management goal.

Acclimation of croton and hibiscus seedlings in response to the application of indobultiric acid and humic acid for rooting

The vegetative propagation of ornamental plants can be accelerated by applying plant growth regulators. Amongst them, the use of auxins, plant hormones with physiological effects on cell elongation and rooting have stood out. Alternatively, the application of humic acids, bioactive fraction of soil organic matter, also results in increases in rooting cuttings of ornamental plants. The objective of this work was to study the growth characteristics and the nutritional contents of croton and hibiscus plants during acclimation of seedlings in response to different concentrations of indolebutyric acid (IBA) and humic acid (HA) applied to cuttings for rooting. The experiment was conducted in greenhouse, and the apical stem cuttings were treated with solutions with concentrations of 0, 250, 500, 1000 and 2000 mg L-1of IBA and 0, 10, 20, 30 and 40 mg L-1 of C from HA. At 45 days of rooting in carbonized rice husk, they were individually transferred to plastic bags of 2.0 dm3 containing a mixture of soil: sand: manure (2: 1: 1) as substrate. At 90 days of acclimation, the plants were collected for measurement of growth and nutritional variables. The results showed that the application of the IBA stimulates the absorption of nutrients and growth of croton cuttings and transplanted hibiscus, contributing to formation of vigorous seedlings. A similar response occurred with the application of HA in hibiscus cuttings

ABOUT PSYCHOLOGICAL VARIABLES IN APPLICATION SCORING MODELS

The purpose of this study is to investigate the contribution of psychological variables and scales suggested by Economic Psychology in predicting individuals’ default. Therefore, a sample of 555 individuals completed a self-completion questionnaire, which was composed of psychological variables and scales. By adopting the methodology of the logistic regression, the following psychological and behavioral characteristics were found associated with the group of individuals in default: a) negative dimensions related to money (suffering, inequality and conflict); b) high scores on the self-efficacy scale, probably indicating a greater degree of optimism and over-confidence; c) buyers classified as compulsive; d) individuals who consider it necessary to give gifts to children and friends on special dates, even though many people consider this a luxury; e) problems of self-control identified by individuals who drink an average of more than four glasses of alcoholic beverage a day.

Application of neural networks for pavement evaluation

As vias de comunicação são indispensáveis para o desenvolvimento de uma nação, económica e socialmente. Num mundo globalizado, onde tudo deve chegar ao seu destino no menor espaço de tempo, as vias de comunicação assumem um papel vital. Assim, torna-se essencial construir e manter uma rede de transportes eficiente. Apesar de não ser o método mais eficiente, o transporte rodoviário é muitas vezes o mais económico e possibilita o transporte porta-a-porta, sendo em muitos casos o único meio de transporte possível. Por estas razões, o modo rodoviário tem uma quota significativa no mercado dos transportes, seja de passageiros ou mercadorias, tornando-o extremamente importante na rede de transportes de um país. Os países europeus fizeram um grande investimento na criação de extensas redes de estradas, cobrindo quase todo o seu território. Neste momento, começa-se a atingir o ponto onde a principal preocu+ação das entidades gestoras de estradas deixa de ser a construção de novas vias, passando a focar-se na necessidade de manutenção e conservação das vias existentes. Os pavimentos rodoviários, como todas as outras construções, requerem manutenção de forma a garantir bons níveis de serviço com qualidade, conforto e segurança. Devido aos custos inerentes às operações de manutenção de pavimentos, estas devem rigorosamente e com base em critérios científicos bem definidos. Assim, pretende-se evitar intervenções desnecessárias, mas também impedir que os danos se tornem irreparáveis e economicamente prejudiciais, com repercussões na segurança dos utilizadores. Para se estimar a vida útil de um pavimento é essencial realizar primeiro a caracterização estrutural do mesmo. Para isso, torna-se necessário conhecer o tipo de estrutura de um pavimento, nomeadamente a espessura e o módulo de elasticidade constituintes. A utilização de métodos de ensaio não destrutivos é cada vez mais reconhecida como uma forma eficaz para obter informações sobre o comportamento estrutural de pavimentos. Para efectuar estes ensaios, existem vários equipamentos. No entanto, dois deles, o Deflectómetro de Impacto e o Radar de Prospecção, têm demonstrado ser particularmente eficientes para avaliação da capacidade de carga de um pavimento, sendo estes equipamentos utilizados no âmbito deste estudo. Assim, para realização de ensaios de carga em pavimentos, o equipamento Deflectómetro de Impacto tem sido utilizado com sucesso para medir as deflexões à superfície de um pavimento em pontos pré-determinados quando sujeito a uma carga normalizada de forma a simular o efeito da passagem da roda de um camião. Complementarmente, para a obtenção de informações contínuas sobre a estrutura de um pavimento, o equipamento Radar de Prospecção permite conhecer o número de camadas e as suas espessuras através da utilização de ondas electromagnéticas. Os dados proporcionam, quando usados em conjunto com a realização de sondagens à rotação e poços em alguns locais, permitem uma caracterização mais precisa da condição estrutural de um pavimento e o estabelecimento de modelos de resposta, no caso de pavimentos existentes. Por outro lado, o processamento dos dados obtidos durante os ensaios “in situ” revela-se uma tarefa morosa e complexa. Actualmente, utilizando as espessuras das camadas do pavimento, os módulos de elasticidade das camadas são calculados através da “retro-análise” da bacia de deflexões medida nos ensaios de carga. Este método é iterativo, sendo que um engenheiro experiente testa várias estruturas diferentes de pavimento, até se obter uma estrutura cuja resposta seja o mais próximo possível da obtida durante os ensaios “in Situ”. Esta tarefa revela-se muito dependente da experiência do engenheiro, uma vez que as estruturas de pavimento a serem testadas maioritariamente do seu raciocínio. Outra desvantagem deste método é o facto de apresentar soluções múltiplas, dado que diferentes estruturas podem apresentar modelos de resposta iguais. A solução aceite é, muitas vezes, a que se julga mais provável, baseando-se novamente no raciocínio e experiência do engenheiro. A solução para o problema da enorme quantidade de dados a processar e das múltiplas soluções possíveis poderá ser a utilização de Redes Neuronais Artificiais (RNA) para auxiliar esta tarefa. As redes neuronais são elementos computacionais virtuais, cujo funcionamento é inspirado na forma como os sistemas nervosos biológicos, como o cérebro, processam a informação. Estes elementos são compostos por uma série de camadas, que por sua vez são compostas por neurónios. Durante a transmissão da informação entre neurónios, esta é modificada pela aplicação de um coeficiente, denominado “peso”. As redes neuronais apresentam uma habilidade muito útil, uma vez que são capazes de mapear uma função sem conhecer a sua fórmula matemática. Esta habilidade é utilizada em vários campos científicos como o reconhecimento de padrões, classificação ou compactação de dados. De forma a possibilitar o uso desta característica, a rede deverá ser devidamente “treinada” antes, processo realizado através da introdução de dois conjuntos de dados: os valores de entrada e os valores de saída pretendidos. Através de um processo cíclico de propagação da informação através das ligações entre neurónios, as redes ajustam-se gradualmente, apresentando melhores resultados. Apesar de existirem vários tipos de redes, as que aparentam ser as mais aptas para esta tarefa são as redes de retro-propagação. Estas possuem uma característica importante, nomeadamente o treino denominado “treino supervisionado”. Devido a este método de treino, as redes funcionam dentro da gama de variação dos dados fornecidos para o “treino” e, consequentemente, os resultados calculados também se encontram dentro da mesma gama, impedindo o aparecimento de soluções matemáticas com impossibilidade prática. De forma a tornar esta tarefa ainda mais simples, foi desenvolvido um programa de computador, NNPav, utilizando as RNA como parte integrante do seu processo de cálculo. O objectivo é tornar o processo de “retro-análise” totalmente automático e prevenir erros induzidos pela falta de experiência do utilizador. De forma a expandir ainda mais as funcionalidades do programa, foi implementado um processo de cálculo que realiza uma estimativa da capacidade de carga e da vida útil restante do pavimento, recorrendo a dois critérios de ruína. Estes critérios são normalmente utilizados no dimensionamento de pavimentos, de forma a prevenir o fendilhamento por fadiga e as deformações permanentes. Desta forma, o programa criado permite a estimativa da vida útil restante de um pavimento de forma eficiente, directamente a partir das deflexões e espessuras das camadas, medidas nos ensaios “in situ”. Todos os passos da caracterização estrutural do pavimento são efectuados pelo NNPav, seja recorrendo à utilização de redes neuronais ou a processos de cálculo matemático, incluindo a correcção do módulo de elasticidade da camada de misturas betuminosas para a temperatura de projecto e considerando as características de tráfego e taxas de crescimento do mesmo. Os testes efectuados às redes neuronais revelaram que foram alcançados resultados satisfatórios. Os níveis de erros na utilização de redes neuronais são semelhantes aos obtidos usando modelos de camadas linear-elásticas, excepto para o cálculo da vida útil com base num dos critérios, onde os erros obtidos foram mais altos. No entanto, este processo revela-se bastante mais rápido e possibilita o processamento dos dados por pessoal com menos experiência. Ao mesmo tempo, foi assegurado que nos ficheiros de resultados é possível analisar todos os dados calculados pelo programa, em várias fases de processamento de forma a permitir a análise detalhada dos mesmos. A possibilidade de estimar a capacidade de carga e a vida útil restante de um pavimento, contempladas no programa desenvolvido, representam também ferramentas importantes. Basicamente, o NNPav permite uma análise estrutural completa de um pavimento, estimando a sua vida útil com base nos ensaios de campo realizados pelo Deflectómetro de Impacto e pelo Radar de Prospecção, num único passo. Complementarmente, foi ainda desenvolvido e implementado no NNPav um módulo destinado ao dimensionamento de pavimentos novos. Este módulo permite que, dado um conjunto de estruturas de pavimento possíveis, seja estimada a capacidade de carga e a vida útil daquele pavimento. Este facto permite a análise de uma grande quantidade de estruturas de pavimento, e a fácil comparação dos resultados no ficheiro exportado. Apesar dos resultados obtidos neste trabalho serem bastante satisfatórios, os desenvolvimentos futuros na aplicação de Redes Neuronais na avaliação de pavimentos são ainda mais promissores. Uma vez que este trabalho foi limitado a uma moldura temporal inerente a um trabalho académico, a possibilidade de melhorar ainda mais a resposta das RNA fica em aberto. Apesar dos vários testes realizados às redes, de forma a obter as arquitecturas que apresentassem melhores resultados, as arquitecturas possíveis são virtualmente ilimitadas e pode ser uma área a aprofundar. As funcionalidades implementadas no programa foram as possíveis, dentro da moldura temporal referida, mas existem muitas funcionalidades a serem adicinadas ou expandidas, aumentando a funcionalidade do programa e a sua produtividade. Uma vez que esta é uma ferramenta que pode ser aplicada ao nível de gestão de redes rodoviárias, seria necessário estudar e desenvolver redes similares de forma a avaliar outros tipos de estruturas de pavimentos. Como conclusão final, apesar dos vários aspectos que podem, e devem ser melhorados, o programa desenvolvido provou ser uma ferramenta bastante útil e eficiente na avaliação estrutural de pavimentos com base em métodos de ensaio não destrutivos.

Application of GIS-based multi-criteria analysis for site selection of aquifer recharge with reclaimed water

Reclaimed water from small wastewater treatment facilities in the rural areas of the Beira Interior region (Portugal) may constitute an alternative water source for aquifer recharge. A 21-month monitoring period in a constructed wetland treatment system has shown that 21,500 m(3) year(-1) of treated wastewater (reclaimed water) could be used for aquifer recharge. A GIS-based multi-criteria analysis was performed, combining ten thematic maps and economic, environmental and technical criteria, in order to produce a suitability map for the location of sites for reclaimed water infiltration. The areas chosen for aquifer recharge with infiltration basins are mainly composed of anthrosol with more than 1 m deep and fine sand texture, which allows an average infiltration velocity of up to 1 m d(-1). These characteristics will provide a final polishing treatment of the reclaimed water after infiltration (soil aquifer treatment (SAT)), suitable for the removal of the residual load (trace organics, nutrients, heavy metals and pathogens). The risk of groundwater contamination is low since the water table in the anthrosol areas ranges from 10 m to 50 m. Oil the other hand, these depths allow a guaranteed unsaturated area suitable for SAT. An area of 13,944 ha was selected for study, but only 1607 ha are suitable for reclaimed water infiltration. Approximately 1280 m(2) were considered enough to set up 4 infiltration basins to work in flooding and drying cycles.

The US actuarial balance model for the pay-as-you-go system and its application to Spain

The aim of this paper is to formulate an approximation of the US actuarial balance model and apply it to the Spanish public retirement pension system under various scenarios in order to determine a consistent indicator of the system's financial state comparable to those used by the most advanced social security systems. This will enable us to answer the question as to whether there is any justification for reforming the pension system in Spain. This type of actuarial balance uses projections to show future challenges to the financial side of the pension system deriving basically from ageing, the projected increase in longevity and fluctuations in economic activity. If one is compiled periodically it can provide various indicators to help depoliticize the management of the pay-as-you-go system by bringing the planning horizons of politicians and the system itself closer together.