111 resultados para Multi-layer Perceptron
Multi-criteria optimisation approach to increase the delivered power in radial distribution networks
Resumo:
This study proposes a new methodology to increase the power delivered to any load point in a radial distribution network, through the identification of new investments in order to improve the repair time. This research work is innovative and consists in proposing a full optimisation model based on mixed-integer non-linear programming considering the Pareto front technique. The goal is to achieve a reduction in repair times of the distribution networks components, while minimising the costs of that reduction as well as non-supplied energy costs. The optimisation model considers the distribution network technical constraints, the substation transformer taps, and it is able to choose the capacitor banks size. A case study based on a 33-bus distribution network is presented in order to illustrate in detail the application of the proposed methodology.
Resumo:
Metal contamination of the environment is frequently associated to the presence of two or more metals. This work aimed to study the impact of a mixture of metals (Cd, Pb and Zn) on the physiology of the non-conventional yeast Pichia kudriavzevii. The incubation of yeast cells with 5 mg/l Cd, 10 mg/l Pb and 5 mg/l Zn, for 6 h, induced a loss of metabolic activity (assessed by FUN-1 staining) and proliferation capacity (evaluated by a clonogenic assay), with a small loss of membrane integrity (measured by trypan blue exclusion assay). The staining of yeast cells with calcofluor white revealed that no modification of chitin deposition pattern occurred during the exposure to metal mixture. Extending for 24 h, the exposure of yeast cells to metal mixture provoked a loss of membrane integrity, which was accompanied by the leakage of intracellular components. A marked loss of the metabolic activity and the loss of proliferation capacity were also observed. The analysis of the impact of a single metal has shown that, under the conditions studied, Pb was the metal responsible for the toxic effect observed in the metal mixture. Intracellular accumulation of Pb seems to be correlated with the metals' toxic effects observed.
Resumo:
Real-time monitoring applications may be used in a wireless sensor network (WSN) and may generate packet flows with strict quality of service requirements in terms of delay, jitter, or packet loss. When strict delays are imposed from source to destination, the packets must be delivered at the destination within an end-to-end delay (EED) hard limit in order to be considered useful. Since the WSN nodes are scarce both in processing and energy resources, it is desirable that they only transport useful data, as this contributes to enhance the overall network performance and to improve energy efficiency. In this paper, we propose a novel cross-layer admission control (CLAC) mechanism to enhance the network performance and increase energy efficiency of a WSN, by avoiding the transmission of potentially useless packets. The CLAC mechanism uses an estimation technique to preview packets EED, and decides to forward a packet only if it is expected to meet the EED deadline defined by the application, dropping it otherwise. The results obtained show that CLAC enhances the network performance by increasing the useful packet delivery ratio in high network loads and improves the energy efficiency in every network load.
Resumo:
Until this day, the most efficient Cu(In,Ga)Se2 thin film solar cells have been prepared using a rather complex growth process often referred to as three-stage or multistage. This family of processes is mainly characterized by a first step deposited with only In, Ga and Se flux to form a first layer. Cu is added in a second step until the film becomes slightly Cu-rich, where-after the film is converted to its final Cu-poor composition by a third stage, again with no or very little addition of Cu. In this paper, a comparison between solar cells prepared with the three-stage process and a one-stage/in-line process with the same composition, thickness, and solar cell stack is made. The one-stage process is easier to be used in an industrial scale and do not have Cu-rich transitions. The samples were analyzed using glow discharge optical emission spectroscopy, scanning electron microscopy, X-ray diffraction, current–voltage-temperature, capacitance-voltage, external quantum efficiency, transmission/reflection, and photoluminescence. It was concluded that in spite of differences in the texturing, morphology and Ga gradient, the electrical performance of the two types of samples is quite similar as demonstrated by the similar J–V behavior, quantum spectral response, and the estimated recombination losses.
Resumo:
The seismic assessment of the local failure modes in existing masonry buildings is currently based on the identification of the so-called local mechanisms, often associated with the out-of-plane wall behavior, whose stability is evaluated by static force-based approaches and, more recently, by some displacement-based proposals. Local mechanisms consist of kinematic chains of masonry portions, often regarded as rigid bodies, with geometric nonlinearity and concentrated nonlinearity in predefined contact regions (unilateral no-tension behavior, possible sliding with friction). In this work, the dynamic behavior of local mechanisms is simulated through multi-body dynamics, to obtain the nonlinear response with efficient time history analyses that directly take into account the characteristics of the ground motion. The amplification/filtering effects of the structure are considered within the input motion. The proposed approach is validated with experimental results of two full-scale shaking-table tests on stone masonry buildings: a sacco-stone masonry façade tested at Laboratório Nacional de Engenharia Civil and a two-storey double-leaf masonry building tested at European Centre for Training and Research in Earthquake Engineering (EUCENTRE).
Resumo:
Aplicando o provérbio eslovaco “aprende línguas e serás alguém”, pensamos que não há melhor expressão que este aforismo popular da Eslováquia, para definir a realidade em que todos os cidadãos do mundo se encontram e, em particular, os Europeus. Se não dominarmos outros idiomas para além da língua materna seremos considerados, muito em breve, tecnicamente iletrados. Esta tese vai abordar a temática das línguas oficiais na União Europeia e a dinâmica de algumas a nível europeu. Ademais, será abordada a perspectiva e o futuro das mesmas ao nível das Instituições Europeias, em especial da língua portuguesa. Para além desta referência, tentar-se-á decifrar também se na Europa há uma crescente preocupação para preservar a interpretação e a tradução de todas as línguas europeias, independentemente do número de cidadãos que as falam à escala europeia, ou se, pelo contrário, devido a preocupações financeiras, as línguas menos representativas começarão, num futuro próximo, a ser menos utilizadas no seio das Instituições Europeias. Tentaremos apresentar e defender que a tradução é o veículo principal para a defesa das línguas a nível europeu, para que na realidade o inglês não se torne cada vez mais a lingua franca não só numa perspectiva europeia como também mundial. Temos visto a tendência de as próprias Instituições Europeias (I. E.), nomeadamente a Comissão Europeia (C. E.), terem começado internamente a preterir as outras línguas a favor da língua inglesa. De seguida, será discutida a questão mais exclusiva da língua portuguesa, não apenas por ser um dos objectivos desta dissertação, mas principalmente porque continua a ser uma das línguas mais faladas no mundo em termos de números de falantes nativos. Veremos se devido à globalização o número reduzido de falantes nativos na Europa começará a incentivar a perda do poder estratégico do português no campo de acção europeu e até no mundo. Antes de terminar, será aflorado o porquê de a Comissão Europeia ter lançado um repto aos estabelecimentos de ensino dos 27 Estados-Membros, para começarem a preparar cada vez mais profissionais nas áreas das línguas, da tradução e da interpretação. No entanto, será que este desafio proposto pela Comissão Europeia funcionará se os países do espaço único europeu não começarem a tornar o ensino de línguas estrangeiras obrigatório desde o início da escolaridade de qualquer cidadão europeu? Estas e outras questões, tais como a questão do multilinguismo e a sua diferenciação de multiculturalidade como forma de preservação e de evolução da Europa neste século serão abordadas. O multilinguismo e a multiculturalidade são dois princípios essenciais e fundamentais na construção de uma Europa igualitária e plural, que já teve início no século passado, assim como fizeram sempre parte dos acordos capitais da Europa Unida e serão defendidas nesta exposição.