A new battery modelling method based on simulation error minimization

A new battery modelling method is presented based on the simulation error minimization criterion rather than the conventional prediction error criterion. A new integrated optimization method to optimize the model parameters is proposed. This new method is validated on a set of Li ion battery test data, and the results confirm the advantages of the proposed method in terms of the model generalization performance and long-term prediction accuracy.

The Reliability of the Arc-Length Method in the Analysis of Mode-Jumping Problems

The Arc-Length Method is a solution procedure that enables a generic non-linear problem to pass limit points. Some examples are provided of mode-jumping problems solutions using a commercial nite element package, and other investigations are carried out on a simple structure of which the numerical solution can be compared with an analytical one. It is shown that Arc-Length Method is not reliable when bifurcations are present in the primary equilibrium path; also the presence of very sharp snap-backs or special boundary conditions may cause convergence diÆculty at limit points. An improvement to the predictor used in the incremental procedure is suggested, together with a reliable criteria for selecting either solution of the quadratic arc-length constraint. The gap that is sometimes observed between the experimantal load level of mode-jumping and its arc-length prediction is explained through an example.

Investigation of tanpura string vibrations using a two-dimensional time-domain model incorporating coupling and bridge friction

Tanpura string vibrations have been investigated previously using numerical models based on energy conserving schemes derived from a Hamiltonian description in one-dimensional form. Such time-domain models have the property that, for the lossless case, the numerical Hamiltonian (representing total energy of the system) can be proven to be constant from one time step
to the next, irrespective of any of the system parameters; in practice the Hamiltonian can be shown to be conserved within machine precision. Models of this kind can reproduce a jvari effect, which results from the bridge-string interaction. However the one-dimensional formulation has recently been shown to fail to replicate the jvaris strong dependence on the thread placement. As a first step towards simulations which accurately emulate this sensitivity to the thread placement, a twodimensional model is proposed, incorporating coupling of controllable level between the two string polarisations at the string termination opposite from the barrier. In addition, a friction force acting when the string slides across the bridge in horizontal direction is introduced, thus effecting a further damping mechanism. In this preliminary study, the string is terminated at the position of the thread. As in the one-dimensional model, an implicit scheme has to be used to solve the system, employing Newton's method to calculate the updated positions and momentums of each string segment. The two-dimensional model is proven to be energy conserving when the loss parameters are set to zero, irrespective of the coupling constant. Both frequency-dependent and independent losses are then added to the string, so that the model can be compared to analogous instruments. The influence of coupling and the bridge friction are investigated.

Using Answer Set Programming for Solving Boolean Games

Boolean games are a framework for reasoning about the rational behaviour of agents, whose goals are formalized using propositional formulas. They offer an attractive alternative to normal-form games, because they allow for a more intuitive and more compact encoding. Unfortunately, however, there is currently no general, tailor-made method available to compute the equilibria of Boolean games. In this paper, we introduce a method for finding the pure Nash equilibria based on disjunctive answer set programming. Our method is furthermore capable of finding the core elements and the Pareto optimal equilibria, and can easily be modified to support other forms of optimality, thanks to the declarative nature of disjunctive answer set programming. Experimental results clearly demonstrate the effectiveness of the proposed method.

Clustering-Based Ensemble Method as an Alternative to Stacking

One of the most popular techniques of generating classifier ensembles is known as stacking which is based on a meta-learning approach. In this paper, we introduce an alternative method to stacking which is based on cluster analysis. Similar to stacking, instances from a validation set are initially classified by all base classifiers. The output of each classifier is subsequently considered as a new attribute of the instance. Following this, a validation set is divided into clusters according to the new attributes and a small subset of the original attributes of the instances. For each cluster, we find its centroid and calculate its class label. The collection of centroids is considered as a meta-classifier. Experimental results show that the new method outperformed all benchmark methods, namely Majority Voting, Stacking J48, Stacking LR, AdaBoost J48, and Random Forest, in 12 out of 22 data sets. The proposed method has two advantageous properties: it is very robust to relatively small training sets and it can be applied in semi-supervised learning problems. We provide a theoretical investigation regarding the proposed method. This demonstrates that for the method to be successful, the base classifiers applied in the ensemble should have greater than 50% accuracy levels.

Analysis of groundwater-level response to rainfall and recharge estimates in fractured hard rock aquifers, NW Ireland

Despite fractured hard rock aquifers underlying over 65% of Ireland, knowledge of key processes controlling groundwater recharge in these bedrock systems is inadequately constrained. In this study, we examined 19 groundwater-level hydrographs from two Irish hillslope sites underlain by hard rock aquifers. Water-level time-series in clustered monitoring wells completed at the subsoil, soil/bedrock interface, shallow and deep bedrocks were continuously monitored hourly over two hydrological years. Correlation methods were applied to investigate groundwater-level response to rainfall, as well as its seasonal variations. The results reveal that the direct groundwater recharge to the shallow and deep bedrocks on hillslope is very limited. Water-level variations within these geological units are likely dominated by slow flow rock matrix storage. The rapid responses to rainfall (⩽2 h) with little seasonal variations were observed to the monitoring wells installed at the subsoil and soil/bedrock interface, as well as those in the shallow or deep bedrocks at the base of the hillslope. This suggests that the direct recharge takes place within these units. An automated time-series procedure using the water-table fluctuation method was developed to estimate groundwater recharge from the water-level and rainfall data. Results show the annual recharge rates of 42–197 mm/yr in the subsoil and soil/bedrock interface, which represent 4–19% of the annual rainfall. Statistical analysis of the relationship between the rainfall intensity and water-table rise reveal that the low rainfall intensity group (⩽1 mm/h) has greater impact on the groundwater recharge rate than other groups (>1 mm/h). This study shows that the combination of the time-series analysis and the water-table fluctuation method could be an useful approach to investigate groundwater recharge in fractured hard rock aquifers in Ireland.

A validated UPLC–MS/MS method for the surveillance of ten aquatic biotoxins in European brackish and freshwater systems

Over the past few decades, there has been an increased frequency and duration of cyanobacterial Harmful Algal Blooms (HABs) in freshwater systems globally. These can produce secondary metabolites called cyanotoxins, many of which are hepatotoxins, raising concerns about repeated exposure through ingestion of contaminated drinking water or food or through recreational activities such as bathing/ swimming. An ultra-performance liquid chromatography tandem mass spectrometry (UPLC–MS/MS) multi-toxin method has been developed and validated for freshwater cyanotoxins; microcystins-LR, -YR, -RR, -LA, -LY and -LF, nodularin, cylindrospermopsin, anatoxin-a and the marine diatom toxin domoic acid. Separation was achieved in around 9 min and dual SPE was incorporated providing detection limits of between 0.3 and 5.6 ng/L of original sample. Intra- and inter-day precision analysis showed relative
standard deviations (RSD) of 1.2–9.6% and 1.3–12.0% respectively. The method was applied to the analysis of aquatic samples (n = 206) from six European countries. The main class detected were the hepatotoxins; microcystin-YR (n = 22), cylindrospermopsin (n = 25), microcystin-RR (n = 17), microcystin-LR (n = 12), microcystin-LY (n = 1), microcystin-LF (n = 1) and nodularin (n = 5). For microcystins, the levels detected ranged from 0.001 to 1.51 mg/L, with two samples showing combined levels above the guideline set by the WHO of 1 mg/L for microcystin-LR. Several samples presented with multiple toxins indicating the potential for synergistic effects and possibly enhanced toxicity. This is the first published pan European survey of freshwater bodies for multiple biotoxins, including two identified for the first time; cylindrospermopsin in Ireland and nodularin in Germany, presenting further incentives for improved monitoring and development of strategies to mitigate human exposure.

Dielectronic recombination of W 35 +

Accurate data for dielectronic recombination (DR) of the ions of tungsten are of significant interest in the modelling of tungsten impurity transport and radiative power loss in current tokamaks and in ITER. However, the complexity of the atomic structure for many of these ions makes level-resolved DR calculations untenable on currently available computers, especially for open d- and f-subshell ions. The majority of DR data presently available for ITER modelling are based on an average-atom approximation. To improve upon these baseline calculations, we investigate the use of the configuration-average distorted-wave (CADW) method to calculate DR rate coefficients for complex open d-shell systems. The aim is to produce rate coefficients that are sufficiently accurate in terms of modelling, yet greatly reduced in term of computational complexity compared to level-resolved calculations. In this paper, we consider the DR of W 35 + . Initially, we carry out several large-scale level-resolved calculations for the DR associated with the 4d → 4f and 4p → 4d excitations in this ion, using both the level-resolved distorted-wave and Dirac R -matrix methods. These calculations allow us to test the validity of the CADW approach on these same excitations by comparing cross sections and rate coefficients. These comparisons demonstrate that the CADW method is relatively accurate in relation to these level-resolved methods for the temperature range for which W 35 + should exist in a collisionally ionized plasma. We then present results for CADW rate coefficients for both Δ n = 0 and Δ n = 1 excitations for this ion. This study indicates that it is now feasible to generate a much improved comprehensive set of DR data for the entire tungsten isonuclear sequence.

Design Method for Circularly Polarized Frequency Selective Surfaces

This paper proposes a design method for the realisation of circularly polarised frequency selective surfaces (CP FSS). An equivalent circuit model for a capacitive asymmetric loop FSS is proposed. For this model a set of nonlinear design equation for CP operation is obtained. Based on space mapping of the model and full-wave simulation, a fast converging design method for CP FSS synthesis is demonstrated for the first time. 

Identificação de utilizadores seniores em televisão interativa (iTV) : uma matriz de decisão tecnológica

Desde que surgiu há mais de 50 anos, a televisão sofreu muitas transformações, tanto ao nível tecnológico (por exemplo com a passagem da emissão a preto/branco para cor, o som analógico para digital, a difusão digital) como a nível da sua influência nas sociedades. Entre outros fatores de ordem tecnológica, a consolidação da Internet com o seu elevado nível de personalização, da experiência de utilização, e a sua enorme quantidade de conteúdos disponíveis, catapultou a televisão no sentido de esta se tornar mais interativa. Assim, o telespectador passou a poder usufruir de uma experiência televisiva que pode, por um lado, ser mais participativa, sendo-lhe possível, por exemplo, alvitrar sobre a qualidade de um programa enquanto assiste à sua exibição, e, por outro, ser mais personalizada, possibilitando-lhe, por exemplo, receber conteúdos automaticamente adequados ao seu perfil e contexto. No entanto, esta experiência mais participativa e personalizável carece de uma identificação, idealmente automática e não intrusiva, de quem pode beneficiar da mesma – o telespectador. Contudo, e apesar de significativos avanços na área da televisão interativa, tanto ao nível da infraestrutura de suporte como ao nível dos serviços disponibilizados, a identificação dos utilizadores é, ainda, uma área de estudo com muitos aspetos por compreender. Os seniores, em particular, são grandes consumidores de televisão e representam uma fatia muito considerável das pessoas que podem beneficiar das potencialidades disponibilizadas pela interatividade presente em muitos serviços atuais. Um número crescente destes serviços são desenhados com o objetivo de promoverem um envelhecimento ativo e um concreto apoio à vida, pelo que os seniores podem beneficiar, em vários aspetos do seu quotidiano, se os utilizarem. Nesta faixa etária, a identificação de utilizadores tem, como elemento potenciador da experiência de utilização, um papel especialmente importante ao nível de um aproveitamento personalizado e dirigido destes serviços. No entanto, atendendo às diferentes combinações de características físicas, sensoriais, cognitivas e, mesmo, de literacia digital que tipificam os seniores, perspetivou-se existir uma dependência do perfil do utilizador na seleção do método de identificação mais adequado, os quais podem ser baseados, por exemplo, num leitor de impressões digitais, instalado no telecomando; na leitura de uma wearable tag ou de um cartão RFiD; no reconhecimento da face e, eventualmente, na voz do utilizador. Assim, a inerente investigação desenrolou-se em várias fases, no sentido de permitir alicerçar a construção de uma matriz de decisão tecnológica que, em função do perfil de utilizador, selecione o sistema de identificação mais adequado. O procedimento metodológico inerente à construção desta matriz de decisão, passou por um longo processo envolvendo utilizadores reais, que se iniciou com a realização de entrevistas exploratórias com o objetivo de permitir conhecer melhor os seniores e a forma como estes encaram a tecnologia e, mais concretamente, a televisão interativa. Foi depois implementado um protótipo de alta-fidelidade, completamente funcional, para a realização de testes com o objetivo de perceber qual a preferência relativamente a um subconjunto de tecnologias de identificação. Estes testes, uma vez que não permitiram testar todas as tecnologias em estudo, revelaram-se inconclusivos, porém permitiram reforçar a necessidade de identificar e caracterizar os referidos aspetos do perfil do utilizador que podem interferir na sua preferência relativamente ao sistema de identificação. As características identificadas constituíram-se como os parâmetros de entrada da matriz, sendo que para preencher as respetivas células realizaramse testes de aceitação, com um conjunto de seniores, tendo por base um protótipo, wizard of oz, especificamente implementado para permitir experienciar todas as tecnologias em estudo. Estes testes foram precedidos pela avaliação das capacidades funcionais dos participantes, nos diversos parâmetros definidos. Este texto relata, assim, todo o processo de investigação que foi conduzido, terminando com uma descrição de exemplos de utilização da matriz de decisão implementada e com a identificação de potenciais caminhos de desenvolvimento deste trabalho.

Trophic assessment in chinese coastal systems

Dissertação mest., Gestão da Água e da Costa, Universidade do Algarve, 2007

Study of transcripts and reactive oxygen species involved in the defence responses of Quercus suber against Phytophthora cinnamomi

The present work has the merit of exploring an insight into the activation of defence genes of Quercus suber during response to infection by Phytophthora cinnamomi. Thus, cDNA-AFLP methodology was used to identify gene fragments differentially present in the mRNA profiles of host cells of micropropagated Q. suber plantlets roots infected with zoospores of P. cinnamomi at different post challenge time points. Six candidate genes were selected based on their interesting cDNA-AFLP expression patterns and homology to genes known to play a role in defence. These six genes encode a cinnamyl alcohol dehydrogenase 2 (QsCAD2), a protein disulphide isomerase (QsPDI), a CC-NBS-LRR resistance protein (QsRPc), thaumatin-like protein (QsTLP), chitinase (QsCHI) and a 1,3-beta glucanase (QsGLU). The current work has been successful in evaluation of the expression of these genes by qRT-PCR. Data analysis revealed that transcript levels of QsRPc, QsCHI, QsCAD2 and QsPDI increased during the early hours of inoculation, while transcript profiles of thaumatin-like protein showed decreasing. No expression was detected for 1,3-beta-glucanase (QsGLU). Furthermore, the choice of suitable reference genes in any new experimental system is absolutely crucial in qRT-PCR; for this reason in this study and for the first time a set of potential reference genes were analyzed and validated for qRT-PCR normalization in the patho-system Phytophthora-Q. suber. Four candidate reference genes polimerase II (QsRPII), eukaryotic translation initiation factor 5A(QsEIF-5A), b-tubulin (QsTUB) and a medium subunit family protein of Clathrin adaptor complexes (QsCACs) were evaluated to determine the most stable internal references in Q. suber. Analysis of stability of genes was carried out using Genex software. Results indicated all these four potential reference genes assumed stable expression. Data analysis revealed that QsRPII and QsCACs were the two most stable genes, while genes QsTUB and QsEIF-5A were the third and the fourth most stable gene, respectively. In this study, a plasmid-based quantitative PCR method was developed to measure P. cinnamomi colonization during infection process of Q. suber. Plasmid-based detection of P. cinnamomi showed a gradual accumulation of the pathogen DNA in cork oak root tips up to 24 h post infection. The higher increase in P. cinnamomi/plasmid DNA ratio occurred between 18 and 24 h. One of the primary objectives of this research was to study the effect of cinnamomins (elicitins secreted by P. cinnamomin) on inducing defence mechanism against the pathogen, as recent histological and ultra-structural studies showed that P. cinnamomi was restricted to the outer cortex root fragments pre-treated with capsicien and cryptogein, suggesting that elicitins can stimulate plant defence reactions against P. cinnamomi. To complement these studies and to have a clear view of the nature of the interaction, the role of cinnamomins in the production of the oxidative burst [ROS and ROS scavenging enzymes such as superoxide dismutase (SOD), catalase (CAT) and peroxidase (POD)] and in the defence responses was evaluated. Cork oak seedlings were pretreated with alpha-cinnamomin and then inoculated with P. cinnamomi mycelia. Results showed a significant higher production of reactive oxygen species (ROS) (H2O2 and O2•-) in elicitin and non-elicitin treated roots in interaction with P. cinnamomi in comparison to the corresponding control. The plant group inoculated with the pathogen after cinnamomin treatment showed an earlier increase in H2O2 production but this was lower as compared with that group inoculated with P. cinnamomi alone. Also, in elicitin pre-treated group generally, a lower level of O2•− production during infection was observed as compared with inoculated roots with P. cinnamomi alone without elicitin treatment. Furthermore, in this study, we evaluated activities of antioxidant enzymes upon challenge with P. cinnamomi, with and without pretreatment with alpha cinnamomin. Results indicated that the activities of defense enzymes POD, SOD and CAT increased after P. cinnamomi inoculation when compared with those in the control group. Also, in the group treated with alpha-cinnamomin followed by P. cinnamomi inoculation, a higher level of enzymatic activities was detected as compared with elicitin non-treated group, which suggest the protective effect of alpha-cinnamomin against the pathogen due to higher elevated levels of defense enzymes POD, SOD and CAT during the infection period. Furthermore, a sensitive qPCR method was applied to measure the pathogen biomass in elicited and non-elicited Q. suber roots challenged with P. cinnamomi to elucidate the effect of cinnamomins on the colonization of P. cinnamomi. Plasmid-based quantification of P. cinnamomi showed a significant decrease in accumulation of the pathogen DNA in cork oak roots after treatment with alpha and beta-cinnamomins which attest the role of cinnamomins in promoting defense responses in cork oak against P. cinnamomi invasion.

Effets de la salinité sur le développement de la canneberge

De nouvelles recommandations dans la production de canneberges suggèrent l’utilisation de l’irrigation souterraine, une méthode susceptible d’augmenter l’accumulation de sels dans le sol. Par ailleurs, le prélèvement d’eaux souterraines saumâtres dans des nappes résiduelles de la mer Champlain sous les dépôts d’argile dans la vallée du St-Laurent ou résultant du rehaussement des niveaux marins dans les zones côtières dû aux changements climatiques pourrait affecter la productivité des canneberges cultivées dans l’Est du Canada. Puisque très peu de données concernant la tolérance de la canneberge à la salinité sont disponibles, cette étude a été menée afin de déterminer si ces nouvelles recommandations pourraient éventuellement affecter le rendement de la plante. Dans une serre, des plants de canneberge ont été soumis à huit traitements obtenus à partir de deux méthodes d’irrigation (aspersion et irrigation souterraine) et quatre niveaux de salinité créés par des quantités croissantes de K2SO4 (125, 2 500, 5 000 et 7 500 kg K2O ha-1). L’irrigation souterraine a entraîné des conditions édaphiques plus sèches. Cependant, aucune différence significative de la conductivité électrique de la solution du sol (CEss) n’a été observée entre les deux types d’irrigation. Pourtant, les taux de photosynthèse et la nouaison étaient significativement plus faibles chez les plantes sous traitement d’irrigation souterraine. Les paramètres de croissance ont diminué de façon linéaire avec l’augmentation de la salinité alors que les paramètres de rendement ont connu une diminution quadratique avec l’élévation de la CEss. Une CEss moyenne de 3,2 dS m-1 pendant la floraison a provoqué une chute de 22% du taux relatif de photosynthèse et une diminution de 56% du rendement par rapport au témoin. Le suivi de la conductivité électrique du sol lors de l’implantation d’une régie d’irrigation souterraine de déficit en production de canneberges serait donc recommandable afin d’éviter le stress salin.

O referencial de competências-chave de nível secundário no reconhecimento de adquiridos experienciais : sentido e pertinência

Trabalho de projecto de mestrado, Ciências da Educação (Formação de Adultos), Universidade de Lisboa, Instituto de Educação, 2011

O papel da propriedade intelectual na integração económica regional : lições para a SADC

Tese de doutoramento, Direito (Ciências Jurídico-Económicas), Universidade de Lisboa, Faculdade de Direito, 2014