ANN based support for distributed energy resources scheduling in smart grids

The future scenarios for operation of smart grids are likely to include a large diversity of players, of different types and sizes. With control and decision making being decentralized over the network, intelligence should also be decentralized so that every player is able to play in the market environment. In the new context, aggregator players, enabling medium, small, and even micro size players to act in a competitive environment, will be very relevant. Virtual Power Players (VPP) and single players must optimize their energy resource management in order to accomplish their goals. This is relatively easy to larger players, with financial means to have access to adequate decision support tools, to support decision making concerning their optimal resource schedule. However, the smaller players have difficulties in accessing this kind of tools. So, it is required that these smaller players can be offered alternative methods to support their decisions. This paper presents a methodology, based on Artificial Neural Networks (ANN), intended to support smaller players’ resource scheduling. The used methodology uses a training set that is built using the energy resource scheduling solutions obtained with a reference optimization methodology, a mixed-integer non-linear programming (MINLP) in this case. The trained network is able to achieve good schedule results requiring modest computational means.

A new approach for multi-agent coalition formation and management in the scope of electricity markets

This paper presents a new methodology for the creation and management of coalitions in Electricity Markets. This approach is tested using the multi-agent market simulator MASCEM, taking advantage of its ability to provide the means to model and simulate VPP (Virtual Power Producers). VPPs are represented as coalitions of agents, with the capability of negotiating both in the market, and internally, with their members, in order to combine and manage their individual specific characteristics and goals, with the strategy and objectives of the VPP itself. The new features include the development of particular individual facilitators to manage the communications amongst the members of each coalition independently from the rest of the simulation, and also the mechanisms for the classification of the agents that are candidates to join the coalition. In addition, a global study on the results of the Iberian Electricity Market is performed, to compare and analyze different approaches for defining consistent and adequate strategies to integrate into the agents of MASCEM. This, combined with the application of learning and prediction techniques provide the agents with the ability to learn and adapt themselves, by adjusting their actions to the continued evolving states of the world they are playing in.

Será que as empresas portuguesas seguem a pecking order na escolha das alternativas de financiamento?

Mestrado em Contabilidade e Análise Financeira

Impact of Sahara dust transport on Cape Verde atmospheric element particles

The objectives of this study were to (1) conduct an elemental characterization of airborne particles sampled in Cape Verde and (2) assess the influence of Sahara desert on local suspended particles. Particulate matter (PM10) was collected in Praia city (14°94'N; 23°49'W) with a low-volume sampler in order to characterize its chemical composition by k0-INAA. The filter samples were first weighed and subsequently irradiated at the Portuguese Research Reactor. Results showed that PM10 concentrations in Cape Verde markedly exceeded the health-based air quality standards defined by the European Union (EU), World Health Organization (WHO), and U.S. Environmental Protection Agency (EPA), in part due to the influence of Sahara dust transport. The PM10 composition was characterized essentially by high concentrations of elements originating from the soil (K, Sm, Co, Fe, Sc, Rb, Cr, Ce, and Ba) and sea (Na), and low concentrations of anthropogenic elements (As, Zn, and Sb). In addition, the high concentrations of PM measured in Cape Verde suggest that health of the population may be less affected compared with other sites where PM10 concentrations are lower but more enriched with toxic elements.

Introduction to the special issue on real world applications of intelligent tutoring systems

The idea behind creating this special issue on real world applications of intelligent tutoring systems was to bring together in a single publication some of the most important examples of success in the use of ITS technology. This will serve as a reference to all researchers working in the area. It will also be an important resource for the industry, showing the maturity of ITS technology and creating an atmosphere for funding new ITS projects. Simultaneously, it will be valuable to academic groups, motivating students for new ideas of ITS and promoting new academic research work in the area.

Mundos dentro de um mundo: representações interculturais na Polónia sob a influência nazi

Europa, 1939 A Alemanha, sob a influência do partido Alemão Nazi, deu início a um confronto que mudou a face do mundo. Inicialmente os seus países vizinhos Europeus, depois alguns mais distantes e até o continente Africano sentiram o seu poder e tremeram de medo. Medo, um sentimento tão poderoso que em pequenas quantidades, pode aguçar os sentidos mas que, em quantidades grandes, pode gerar pânico, suprimir o intelecto e até levar a negar aquilo que temos presente como verdades absolutas. A Europa era uma mistura de culturas; até os próprios países eram uma mistura de culturas. A Polónia era um desses países. Neste país, Polacos, Judeus, Ucranianos e Romanis viviam numa paz frágil mas duradora. Quando a II Guerra Mundial começou, as cidades polacas foram conquistadas uma após a outra e, uns após os outros, os seus cidadãos foram confinados à sua cidade para manter a ordem pública. Nesta época de incerteza e insegurança poderíamos pensar que todas estas culturas, diferentes nas suas fundações mas todas elas constituídas por seres humanos que respondem da mesma forma em situações desta natureza, sentir-se- iam na necessidade de se juntar, deixar de parte as suas diferenças e tentariam fazer tudo o que estivesse ao seu alcance para assegurar aquilo que é a necessidade básica de qualquer ser humano: sobreviver. A sobrevivência é o instinto mais básico atribuído ao ser humano. O medo de não ser capaz de sobreviver gerou algo que vai contra este tipo de certezas. Gerou ódio. Não ódio contra o inimigo comum mas sim uma cultura contra a outra. O exército Alemão Nazi foi implacável na sua marcha em busca do domínio total mas, em alguns casos, não foi ele apenas a face do terror. O exército Alemão Nazi conquistava e seguia em frente, a caminho da próxima conquista, deixando governos de fachada para manter a ordem. O medo e o terror eram gerados por outrém. Um verdadeiro choque de culturas cujo resultado foi um dos maiores derramamentos de sangue na história do mundo civilizado.

O crédito concedido às empresas: antes e no decorrer da crise mundial. Análise e gestão do risco de crédito

O tema do trabalho de investigação é a análise do risco de crédito às empresas antes e durante a actual crise financeira, bem como a sua gestão. A gestão de risco de crédito das instituições financeiras tem-se transformado cada vez mais numa peça chave para toda a actividade bancária, tendo ainda mais significado no mundo actual, em constante mudança e globalização. A concessão de crédito às empresas tornou-se numa tarefa cada vez mais árdua, para as instituições financeiras devido ao risco de crédito. A presente dissertação foi desenvolvida visando os objectivos de efectuar uma avaliação na concessão de crédito a empresas durante a crise, com ênfase na gestão do risco de crédito, bem como na utilização do Acordo de Basileia II. Para atingir os objectivos traçados a metodologia utilizada foi o inquérito por questionário a colaboradores da Caixa Geral de Depósitos (CGD). O questionário foi efectuado, de forma a captar quer os desenvolvimentos passados, como recentes, bem como a evolução esperada. Relativamente à evolução passada, as perguntas respeitam aos anos anteriores à crise, enquanto as perguntas prospectivas se referem aos anos seguintes. O trabalho desenvolvido permitiu-nos concluir que as instituições financeiras mundiais, desde o início da recessão, têm restringido ao máximo a concessão de crédito às empresas. Muitas instituições têm-no feito através da exigência de mais garantias, aumento do spread, bem como a diminuição de maturidades. Todas estas situações geram um ciclo vicioso, na medida em que as empresas que se vêem confrontadas na restrição do acesso ao crédito, não têm condições para sobreviver, gerando assim várias falências.

Perfil ecocardiográfico do doente com estenose aórtica degenerativa

Mestrado em Tecnologia de Diagnóstico e Intervenção Cardiovascular - Área de especialização: Ultrassonografia Cardiovascular.

Caracterização profissional e grau de satisfação dos licenciados em fisioterapia da Escola Superior de Tecnologia da Saúde de Lisboa

Mestrado em Fisioterapia.

Efeitos de um programa baseado em tarefas orientadas na competência de marcha em indivíduos com acidente vascular cerebral

Mestrado em Fisioterapia.

Tradução de artigos científicos no domínio da medicina: especificidades

Relatório de Estágio apresentado ao Instituto Superior de Contabilidade e Administração do Porto para a obtenção do grau de Mestre em Tradução e Interpretação Especializada, sob orientação de Doutor Manuel Fernando Moreira da Silva

Os projetos educativos enquanto manifestações da identidade das instituições e as suas implicações no estabelecimento de parcerias

Dissertação de Mestrado, Educação Pré-Escolar e Ensino do 1º Ciclo do Ensino Básico, 28 de Janeiro de 2013, Universidade dos Açores (Relatório de Estágio).

Heterodox economics approach to business co-operation

Purpose- Economics and business have evolved as sciences in order to accommodate more of ‘real world’ solutions for the problems approached. In many cases, both business and economics have been supported by other disciplines in order to obtain a more complete framework for the study of complex issues. The aim of this paper is to explore the contribution of three heterodox economics disciplines to the knowledge of business co-operation. Design/methodology/approach- This approach is theoretical and it shows that many relevant aspects of business co-operation have been proposed by economic geography, institutional economics, and economic sociology. Findings- This paper highlights the business mechanisms of co-operation, reflecting on the role of places, institution and the social context where businesses operate. Research Implications- It contributes with a theoretical framework for the explanation of business co-operations and networks that goes beyond the traditional economics theories. Originality/value- This paper contributes with a framework for the study of business co-operation both from an economics and management perspective. This framework embodies a number of non-quantitative issues that are critical for understanding the complex networks in which firms operate.

Corporate brand identity management in a technological faculty – how brand relationships influence students and companies reputations

Identity is traditionally defined as an emission concept [1]. Yet, some research points out that there are external factors that can influence it [2]; [3]; [4]. This subject is even more relevant if one considers corporate brands. According to Aaker [5] the number, the power and the credibility of corporate associations are bigger in the case of corporate brands. Literature recognizes the influence of relationships between companies in identity management. Yet, given the increasingly important role of corporate brands, it is surprising that to date no attempt to evaluate that influence has been made in the management of corporate brand identity. Also Keller and Lehman [6] highlight relationships and costumer experience as two areas requiring more investigation. In line with this, the authors intend to develop an empirical research in order to evaluate the influence of relationships between brands in the identity of corporate brand from an internal perspective by interviewing internal stakeholders (brand managers and internal clients). This paper is organized by main contents: theoretical background, research methodology, data analysis and conclusions and finally cues to future investigation.

Synthesis of new Fe(II) and Ru(II) eta(5)-monocyclopentadienyl compounds showing significant second order NLO properties

A series of new ruthenium(II) complexes of the general formula [Ru(eta(5)-C5H5)(PP)(L)][PF6] (PP = DPPE or 2PPh(3), L = 4-butoxybenzonitrile or N-(3-cyanophenyl)formamide) and the binuclear iron(II) complex [Fe(eta(5)-C5H5)(PP)(mu-L)(PP)(eta(5)-C5H5)Fe][PF6](2) (L = (E)-2-(3-(4-nitrophenyl)allylidene)malononitrile, that has been also newly synthesized) have been prepared and studied to evaluate their potential in the second harmonic generation property. All the new compounds were fully characterized by NMR, IR and UV-Vis spectroscopies and their electrochemistry behaviour was studied by cyclic voltammetry. Quadratic hyperpolarizabilities (beta) of three of the complexes have been determined by hyper-Rayleigh scattering (HRS) measurements at fundamental wavelength of 1500 nm and the calculated static beta(0) values are found to fall in the range 65-212 x 10(-30) esu. Compound presenting beta(0) = 212 x 10(-30) esu has revealed to be 1.2 times more efficient than urea standard in the second harmonic generation (SHG) property, measured in the solid state by Kurtz powder technique, using a Nd:YAG laser (1064 nm). (C) 2013 Elsevier B.V. All rights reserved.