A multi-objective optimization of the active and reactive resource scheduling at a distribution level in a smart grid context

In the traditional paradigm, the large power plants supply the reactive power required at a transmission level and the capacitors and transformer tap changer were also used at a distribution level. However, in a near future will be necessary to schedule both active and reactive power at a distribution level, due to the high number of resources connected in distribution levels. This paper proposes a new multi-objective methodology to deal with the optimal resource scheduling considering the distributed generation, electric vehicles and capacitor banks for the joint active and reactive power scheduling. The proposed methodology considers the minimization of the cost (economic perspective) of all distributed resources, and the minimization of the voltage magnitude difference (technical perspective) in all buses. The Pareto front is determined and a fuzzy-based mechanism is applied to present the best compromise solution. The proposed methodology has been tested in the 33-bus distribution network. The case study shows the results of three different scenarios for the economic, technical, and multi-objective perspectives, and the results demonstrated the importance of incorporating the reactive scheduling in the distribution network using the multi-objective perspective to obtain the best compromise solution for the economic and technical perspectives.

Adaptação do programa PAC-Pórticos ao EC2 e sua integração com o conceito BIM

Atualmente existe uma grande variedade de programas de cálculo automático de estruturas de betão armado disponíveis no mercado, pois estes, cada vez mais, são inerentes ao desenvolvimento de cada projeto de estruturas. O PAC-Pórticos foi um dos primeiros a chegar ao mercado nacional surgindo no início da década de noventa. Foi totalmente desenvolvido em Portugal, tendo tido bastante sucesso nas suas vendas a nível nacional. O PAC-Pórticos não está preparado para operar diretamente nos mais recentes sistemas operativos nem foi programado para dimensionar os diversos elementos de betão armado seguindo os termos das normas mais recentes (Eurocódigos). O tema do presente trabalho vai de encontro aos atuais problemas do programa, assim sendo, definiu-se como primeiro objetivo a adaptação do PAC-Pórticos à regulamentação europeia para o betão armado. Numa 1ª fase, para a adaptação do PAC-Pórticos aos novos códigos, foi necessário estudar o programa em si, perceber o seu funcionamento e posteriormente realizar uma comparação entre a legislação para qual o software está programado, o Regulamento de Estruturas de Betão Armado e Pré-Esforçado (ainda em vigor) e a Norma Europeia correspondente a EN 1992-1-1 (Eurocódigo 2). Seguidamente, procedeu-se ao estudo e adaptação de todas as sub-rotinas de cálculo do PAC-Pórticos para o dimensionamento de vigas e pilares, tendo finalmente sido testado o novo código e comprovados os resultados obtidos com o mesmo. Na realização do presente trabalho, não foi ignorada a importância crescente da metodologia BIM que, nos dias de hoje, tende a ser implementada nos programas de cálculo de engenharia civil. Neste âmbito, o segundo objetivo é o de conseguir visualizar uma solução obtida do PAC-Pórticos numa qualquer ferramenta tridimensional BIM. Para tal, foram ponderadas várias hipóteses, mas optou-se por criar dois plug-in para o programa AutoCAD da Autodesk. O primeiro destes plug-in contempla o desenho das vigas e o segundo para os pilares, ambos em 3D e elaborados de forma automática.

Testing Nelder-Mead Based Repulsion Algorithms for Multiple Roots of Nonlinear Systems via a Two-Level Factorial Design of Experiments

This paper addresses the challenging task of computing multiple roots of a system of nonlinear equations. A repulsion algorithm that invokes the Nelder-Mead (N-M) local search method and uses a penalty-type merit function based on the error function, known as 'erf', is presented. In the N-M algorithm context, different strategies are proposed to enhance the quality of the solutions and improve the overall efficiency. The main goal of this paper is to use a two-level factorial design of experiments to analyze the statistical significance of the observed differences in selected performance criteria produced when testing different strategies in the N-M based repulsion algorithm. The main goal of this paper is to use a two-level factorial design of experiments to analyze the statistical significance of the observed differences in selected performance criteria produced when testing different strategies in the N-M based repulsion algorithm.

SHõWA: A Self-healing Framework for Web-based Applications

The complexity of systems is considered an obstacle to the progress of the IT industry. Autonomic computing is presented as the alternative to cope with the growing complexity. It is a holistic approach, in which the systems are able to configure, heal, optimize, and protect by themselves. Web-based applications are an example of systems where the complexity is high. The number of components, their interoperability, and workload variations are factors that may lead to performance failures or unavailability scenarios. The occurrence of these scenarios affects the revenue and reputation of businesses that rely on these types of applications. In this article, we present a self-healing framework for Web-based applications (SHõWA). SHõWA is composed by several modules, which monitor the application, analyze the data to detect and pinpoint anomalies, and execute recovery actions autonomously. The monitoring is done by a small aspect-oriented programming agent. This agent does not require changes to the application source code and includes adaptive and selective algorithms to regulate the level of monitoring. The anomalies are detected and pinpointed by means of statistical correlation. The data analysis detects changes in the server response time and analyzes if those changes are correlated with the workload or are due to a performance anomaly. In the presence of per- formance anomalies, the data analysis pinpoints the anomaly. Upon the pinpointing of anomalies, SHõWA executes a recovery procedure. We also present a study about the detection and localization of anomalies, the accuracy of the data analysis, and the performance impact induced by SHõWA. Two benchmarking applications, exercised through dynamic workloads, and different types of anomaly were considered in the study. The results reveal that (1) the capacity of SHõWA to detect and pinpoint anomalies while the number of end users affected is low; (2) SHõWA was able to detect anomalies without raising any false alarm; and (3) SHõWA does not induce a significant performance overhead (throughput was affected in less than 1%, and the response time delay was no more than 2 milliseconds).

Parallel run-time for CO-OPN

Dissertação para obtenção do Grau de Mestre em Engenharia Informática

Patologias na Superestrutura da Ferrovia Balastrada

Nesta dissertação de Mestrado, pretende-se contribuir para o conhecimento no âmbito das patologias da ferrovia, nomeadamente no que se refere a patologias em carril, balastro, travessas e elementos de fixação, tendo sido coletado neste trabalho as mais variadas patologias da ferrovia balastrada bem como a sua catalogação socioeconómica, permitindo com essa enumeração tomadas de decisão coerentes e assertivas no que respeita a recomendações a efetuar tanto como diagnostico como para manutenção. O trabalho inicia-se por uma introdução relativa ao aparecimento da ferrovia num contexto internacional, particularizando posteriormente o caso de Portugal até ao estado da arte atual, com um pequeno desenvolvimento a nível socie-económico com as grandes obras e projetos para os próximos anos. Para além da síntese de conhecimentos referida, apresentou-se um pouco da atualidade ferroviária de alguns países com relevância, quer por associação fronteiriça quer por desenvolvimento tecnológico. Apresenta-se brevemente os componentes mais importantes da ferrovia balastrada com especial destaque para os elementos da superestrutura de via, nos quais se engloba o carril, as travessas, os elementos de fixação e o balastro. Por fim esta dissertação apresenta um trabalho exaustivo na recolha e investigação das várias patologias associadas ao carril, as travessas, aos elementos de fixação e ao balastro, bem como o sistema de código, recomendações e correções associadas, fornecendo assim uma fácil interpretação do tipo de patologia e defeitos associados ao desenvolvimento desses fenómenos.

Microtheories for SDI - Accounting for diversity of local conceptualisations at a global level

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Geospatial data harmonization from regional level to european level: a usa case in forest fire data

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Information flow analysis using data-dependent logical propositions

Dissertação para obtenção do Grau de Mestre em Engenharia Informática

MORBIDITY AND MORTALITY DUE TO AIDS: A STUDY OF BURDEN OF DISEASE AT A MUNICIPAL LEVEL

Introduction: The purpose of measuring the burden of disease involves aggregating morbidity and mortality components into a single indicator, the disability-adjusted life year (DALY), to measure how much and how people live and suffer the impact of a disease. Objective: To estimate the global burden of disease due to AIDS in a municipality of southern Brazil. Methods: An ecological study was conducted in 2009 to examine the incidence and AIDS-related deaths among the population residing in the city of Tubarao, Santa Catarina State, Brazil. Data from the Mortality Information System in the National Health System was used to calculate the years of life lost (YLL) due to premature mortality. The calculation was based on the difference between a standardized life expectancy and age at death, with a discount rate of 3% per year. Data from the Information System for Notifiable Diseases were used to calculate the years lived with disability (YLD). The DALY was estimated by the sum of YLL and YLD. Indicator rates were estimated per 100,000 inhabitants, distributed by age and gender. Results: A total of 131 records were examined, and a 572.5 DALYs were estimated, which generated a rate of 593.1 DALYs/100,000 inhabitants. The rate among men amounted to 780.7 DALYs/100,000, whereas among women the rate was 417.1 DALYs/100,000. The most affected age groups were 30-44 years for men and 60-69 years for women. Conclusion: The burden of disease due to AIDS in the city of Tubarao was relatively high when considering the global trend. The mortality component accounted for more than 90% of the burden of disease.

Perinatal Ischemic Stroke: a Five-Year Retrospective Study in a Level-III Maternity

Objective To study the incidence, clinical presentation, risk factors, imaging diagnosis, and clinical outcome of perinatal stroke. Methods Data was retrospectively collected from full-term newborns admitted to the neonatal unit of a level III maternity in Lisbon with cerebral stroke, from January 2007 to December 2011. Results There were 11 cases of stroke: nine were arterial ischemic stroke and two were cerebral venous sinus thrombosis. We estimated an incidence of arterial ischemic stroke of 1.6/5,000 births and of cerebral venous sinus thrombosis of 7.2/100,000 births. There were two cases of recurrent stroke. Eight patients presented with symptoms while the remaining three were asymptomatic and incidentally diagnosed. The most frequently registered symptoms (8/11) were seizures; in that, generalized clonic (3/8) and focal clonic (5/8). Strokes were more commonly left-sided (9/11), and the most affected artery was the left middle cerebral artery (8/11). Transfontanelle ultrasound was positive in most of the patients (10/11), and stroke was confirmed by cerebral magnetic resonance in all patients. Electroencephalographic recordings were carried out in five patients and were abnormal in three (focal abnormalities n=2, burst-suppression pattern n=1). Eight patients had previously identified risk factors for neonatal stroke which included obstetric and neonatal causes. Ten patients were followed up at outpatients setting; four patients developed motor deficits and one presented with epilepsy. Conclusions Although a modest and heterogeneous sample, this study emphasizes the need for a high level of suspicion when it comes to neonatal stroke, primarily in the presence of risk factors. The prevalence of neurological sequelae in our series supports the need of long-term follow-up and early intervention strategies.

A systems biology framework for pathway level culture media engineering: pplication to Pichia pastoris cultures

Dissertação para obtenção do Grau de Doutor em Engenharia Química e Bioquímica

The integration of online advertising: The effects of source expertise and certainty level of the message on consumer involvement and persuasion in the context of user-generated advertising

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics