Evaluation of uv spectrophotometry for estimation of nitrite and nitrate in nitrified urine

Water is a limited resource for which demand is growing. Contaminated water from inadequate wastewater treatment provides one of the greatest health challenges as it restricts development and increases poverty in emerging and developing countries. Therefore, the connection between wastewater and human health is linked to access to sanitation and to human waste disposal. Adequate sanitation is expected to create a barrier between disposed human excreta and sources of drinking water. Different approaches to wastewater management are required for different geographical regions and different stages of economic governance depending on the capacity to manage wastewater. Effective wastewater management can contribute to overcome the challenges of water scarcity. Separate collection of human urine at its source is one promising approach that strongly reduces the economic and load demands on wastewater treatment plants (WWTP). Treatment of source-separated urine appears as a sanitation system that is affordable, produces a valuable fertiliser, reduces pollution of water resources and promotes health. However, the technical realisation of urine separation still faces challenges. Biological hydrolysis of urea causes a strong increase of ammonia and pH. Under these conditions ammonia volatilises which can cause odour problems and significant nitrogen losses. The above problems can be avoided by urine stabilisation. Biological nitrification is a suitable process for stabilisation of urine. Urine is a highly concentrated nutrient solution which can lead to strong inhibition effects during bacterial nitrification. This can further lead to process instabilities. The major cause of instability is accumulation of the inhibitory intermediate compound nitrite, which could lead to process breakdown. Enhanced on-line nitrite monitoring can be applied in biological source-separated urine nitrification reactors as a sustainable and efficient way to improve the reactor performance, avoiding reactor failures and eventual loss of biological activity. Spectrophotometry appears as a promising candidate for the development and application of on-line nitrite monitoring. Spectroscopic methods together with chemometrics are presented in this work as a powerful tool for estimation of nitrite concentrations. Principal component regression (PCR) is applied for the estimation of nitrite concentrations using an immersible UV sensor and off-line spectra acquisition. The effect of particles and the effect of saturation, respectively, on the UV absorbance spectra are investigated. The analysis allows to conclude that (i) saturation has a substantial effect on nitrite estimation; (ii) particles appear to have less impact on nitrite estimation. In addition, improper mixing together with instabilities in the urine nitrification process appears to significantly reduce the performance of the estimation model.

Hole cleaning performance monitoring during the drilling of directional wells

During drilling operation, cuttings are produced downhole and must be removed to avoid issues which can lead to Non Productive Time (NPT). Most of stuck pipe and then Bottom-Hole Assembly (BHA) lost events are hole cleaned related. There are many parameters which help determine hole cleaning conditions, but a proper selection of the key parameters will facilitate monitoring hole cleaning conditions and interventions. The aim of Hole Cleaning Monitoring is to keep track of borehole conditions including hole cleaning efficiency and wellbore stability issues during drilling operations. Adequate hole cleaning is the one of the main concerns in the underbalanced drilling operations especially for directional and horizontal wells. This dissertation addresses some hole cleaning fundamentals which will act as the basis for recommendation practice during drilling operations. Understand how parameters such as Flowrate, Rotation per Minute (RPM), Rate of Penetration (ROP) and Mud Weight are useful to improve the hole cleaning performance and how Equivalent Circulate Density (ECD), Torque & Drag (T&D) and Cuttings Volumes coming from downhole help to indicate how clean and stable the well is. For case study, hole cleaning performance or cuttings volume removal monitoring, will be based on real-time measurements of the cuttings volume removal from downhole at certain time, taking into account Flowrate, RPM, ROP and Drilling fluid or Mud properties, and then will be plotted and compared to the volume being drilled expected. ECD monitoring will dictate hole stability conditions and T&D and Cuttings Volume coming from downhole monitoring will dictate how clean the well is. T&D Modeling Software provide theoretical calculated T&D trends which will be plotted and compared to the real-time measurements. It will use the measured hookloads to perform a back-calculation of friction factors along the wellbore.

Semantic enrichment of knowledge sources supported by domain ontologies

This thesis introduces a novel conceptual framework to support the creation of knowledge representations based on enriched Semantic Vectors, using the classical vector space model approach extended with ontological support. One of the primary research challenges addressed here relates to the process of formalization and representation of document contents, where most existing approaches are limited and only take into account the explicit, word-based information in the document. This research explores how traditional knowledge representations can be enriched through incorporation of implicit information derived from the complex relationships (semantic associations) modelled by domain ontologies with the addition of information presented in documents. The relevant achievements pursued by this thesis are the following: (i) conceptualization of a model that enables the semantic enrichment of knowledge sources supported by domain experts; (ii) development of a method for extending the traditional vector space, using domain ontologies; (iii) development of a method to support ontology learning, based on the discovery of new ontological relations expressed in non-structured information sources; (iv) development of a process to evaluate the semantic enrichment; (v) implementation of a proof-of-concept, named SENSE (Semantic Enrichment kNowledge SourcEs), which enables to validate the ideas established under the scope of this thesis; (vi) publication of several scientific articles and the support to 4 master dissertations carried out by the department of Electrical and Computer Engineering from FCT/UNL. It is worth mentioning that the work developed under the semantic referential covered by this thesis has reused relevant achievements within the scope of research European projects, in order to address approaches which are considered scientifically sound and coherent and avoid “reinventing the wheel”.

Context-based identification of energy consumption in industrial plants

Nowadays, reducing energy consumption is one of the highest priorities and biggest challenges faced worldwide and in particular in the industrial sector. Given the increasing trend of consumption and the current economical crisis, identifying cost reductions on the most energy-intensive sectors has become one of the main concerns among companies and researchers. Particularly in industrial environments, energy consumption is affected by several factors, namely production factors(e.g. equipments), human (e.g. operators experience), environmental (e.g. temperature), among others, which influence the way of how energy is used across the plant. Therefore, several approaches for identifying consumption causes have been suggested and discussed. However, the existing methods only provide guidelines for energy consumption and have shown difficulties in explaining certain energy consumption patterns due to the lack of structure to incorporate context influence, hence are not able to track down the causes of consumption to a process level, where optimization measures can actually take place. This dissertation proposes a new approach to tackle this issue, by on-line estimation of context-based energy consumption models, which are able to map operating context to consumption patterns. Context identification is performed by regression tree algorithms. Energy consumption estimation is achieved by means of a multi-model architecture using multiple RLS algorithms, locally estimated for each operating context. Lastly, the proposed approach is applied to a real cement plant grinding circuit. Experimental results prove the viability of the overall system, regarding both automatic context identification and energy consumption estimation.

Integrated care approaches and skills mix policies in Europe

ABSTRACT - Background: Integration of health care services is emerging as a central challenge of health care delivery, particularly for patients with elderly and complex chronic conditions. In 2003, the World Health Organization (WHO) already began to identify it as one of the key pathways to improve primary care. In 2005, the European Commission declared integrated care as vital for the sustainability of social protection systems in Europe. Nowadays, it is recognized as a core component of health and social care reforms across European countries. Implementing integrated care requires coordination between settings, organizations, providers and professionals. In order to address the challenge of integration in such complex scenario, an effective workforce is required capable of working across interdependent settings. The World Health Report 2006 noted that governments should prepare their workforce and explore what tasks the different levels of health workers are trained to do and are capable of performing (skills mix). Comparatively to other European countries, Portugal is at an early stage in what integrated care is concerned facing a growing elderly population and the subsequent increase in the pressure on institutions and professionals to provide social and medical care in the most cost-effective way. In 2006 the Portuguese government created the Portuguese Network for Integrated Care Development (PNICD) to solve the existing long-term gap in social support and healthcare. On what concerns health workforce, the Portuguese government already recognized the importance of redefine careers keeping professional motivation and satisfaction. Aim of the study: This study aims to contribute new evidence to the debate surrounding integrated care and skills mix policies in Europe. It also seeks to provide the first evidence that incorporates both the current dynamics of implementing integrated care in Portugal and the developments of international literature. The first ambition of our study is to contribute to the growing interest in integrated care and to the ongoing research in this area by identifying its different approaches and retrieve a number of experiences in some European countries. Our second goal of this research is to produce an update on the knowledge developed on skills mix to the international healthcare management community and to policy makers involved in reforming healthcare systems and organizations. To better inform Portuguese health policies makers in a third stage we explore the current dynamics of implementing integrated care in Portugal and contextualize them with the developments reported in the international literature. Methodology: This is essentially an exploratory and descriptive study using qualitative methodology. In order to identify integrated care approaches in Europe, a systematic literature review was undertaken which resulted in a paper published in the Journal of Management and Marketing in Health care titled: Approaches to developing integrated care in Europe: a systematic literature review. This article was recommended and included into a list of references identified by The King's Fund Library. A second systematic literature review was undertaken which resulted in a paper published in the International Journal of Healthcare Management titled: Skills mix in healthcare: An international update for the management debate. Semi-structured interviews were performed on experts representing the regional coordination teams of the Portuguese Network for Integrated Care Development. In a last stage a questionnaire survey was developed based on the findings of both systematic literature reviews and semi-structured interviews. Conclusions: Even though integrated care is a worldwide trend in health care reforms, there is no unique definition. Definitions can be grouped according to their sectorial focus: community-based care, combined health and social care, combined acute and primary care, the integration of providers, and in a more comprehensive approach the whole health system. Indeed, models that seek to apply the principles of integrated care have a similar background and are continually evolving and depend on the different initiatives taken at national level. . Despite the fact that we cannot argue that there is one single set typology of models for integrated care, it is possible to identify and categorize some of the basic approaches that have been taken in attempts to implement integrated care according to: changes in organizational structure, workforce reconfiguring, and changes in the financing system. The systematic literature review on skills mix showed that despite the widely acknowledged interest on skills mix initiatives there is a lack of evidence on skills mix implications, constraints, outcomes, and quality impact that would allow policy makers to take sustained and evidence-based decisions. Within the Portuguese health system, the integrated care approach is rather organizational and financial, whereas little attention is given to workforce integration. On what concerns workforce planning Portugal it is still in the stage of analyzing the acceptability of health workforce skills mix. In line with the international approaches, integration of health and social services and bridging primary and acute care are the main goals of the national government strategy. The findings from our interviews clarify perceptions which show no discrepancy with the related literature but are rather scarce comparing to international experience. Informants hold a realistic but narrow view of integrated care related issues. They seem to be limited to the regional context, requiring a more comprehensive perspective. The questionnaire developed in this thesis is an instrument which, when applied, will allow policy makers to understand the basic set of concepts and managerial motivations behind national and regional integrated care programs. The instrument developed can foster evidence on the three essential components of integrated care policies: organizational, financial, and human resources development, and can give additional input on the context in which integrated care is being developed, the type of providers and organizations involved, barriers and constraints, and the workforce skills mix planning related strategies. The thesis was successful in recognizing differences between countries and interventions and the instrument developed will allow a better comprehension of the international options available and how to address the vital components of integrated care programs.

eHealth e a adoção da inovação em assisted living technologies : o caso das demências

RESUMO - Assistimos hoje a um contexto marcado (i) pelo progressivo envelhecimento das sociedades ocidentais, (ii) pelo aumento da prevalência das doenças crónicas, de que as demências são um exemplo, (iii) pelo significativo aumento dos custos associados a estas patologias, (iv) por orçamentos públicos fortemente pressionadas pelo controlo da despesa, (v) por uma vida moderna que dificulta o apoio intergeracional, tornando o suporte proporcionado pelos filhos particularmente difícil, (vi) por fortes expectativas relativamente à prestação de cuidados de saúde com qualidade. Teremos assim de ser capazes de conseguir melhorar os serviços de saúde, ao mesmo tempo que recorremos a menos recursos financeiros e humanos, pelo que a inovação parece ser crítica para a sustentabilidade do sistema. Contudo a difusão das Assistive Living Technologies, apesar do seu potencial, tem sido bastante baixa, nomeadamente em Portugal. Porquê? Hamer, Plochg e Moreira (2012), no editorial do International Journal of Healthcare Management, enquadram a Inovação como “podendo ser imprevisível e mesmo dolorosa, pelo que talvez possamos não ficar surpreendidos se surgirem resistências e que, inovações bastante necessárias, capazes de melhorar os indicadores de saúde, tenham sido de adoção lenta ou que tenham mesmo sido insustentáveis”. Em Portugal não há bibliografia que procure caracterizar o modelo de difusão da inovação em eHealth ou das tecnologias de vivência assistida. A bibliografia internacional é igualmente escassa. O presente projeto de investigação, de natureza exploratória, tem como objetivo principal, identificar barreiras e oportunidades para a implementação de tecnologias eHealth, aplicadas ao campo das demências. Como objetivos secundários pretendemse identificar as oportunidades e limitações em Portugal: mapa de competências nacionais, e propor medidas que possa acelerar a inovação em ALT, no contexto nacional. O projeto seguirá o modelo de um estudo qualitativo. Para o efeito foram conduzidas entrevistas em profundidade junto de experts em ALT, procurando obter a visão daqueles que participam do lado da Oferta- a Indústria; do lado da Procura- doentes, cuidadores e profissionais de saúde; bem como dos Reguladores. O instrumento utilizado para a recolha da informação pretendida foi o questionário não estruturado. A análise e interpretação da informação recolhida foram feitas através da técnica de Análise de Conteúdo. Os resultados da Análise de Conteúdo efetuada permitiram expressar a dicotomia barreira/oportunidade, nas seguintes categorias aqui descritas como contextos (i) Contexto Tecnológico, nas subcategorias de Acesso às Infraestruturas; Custo da Tecnologia; Interoperabilidade, (ii) Contexto do Valor Percecionado, nas subcategorias de Utilidade; Eficiência; Divulgação, (iii) Contexto Político, compreendendo a Liderança; Organização; Regulação; Recursos, (iv) Contexto Sociocultural, incluindo nomeadamente Idade; Literacia; Capacidade Económica, (v) Contexto Individual, incluindo como subcategorias, Capacidade de Adaptação a Novas tecnologias; Motivação; Acesso a equipamentos (vi) Contexto Específico da Doença, nomeadamente o Impacto Cognitivo; Tipologia Heterogénea e a Importância do Cuidador. Foi proposto um modelo exploratório, designado de Modelo de Contextos e Forças, que estudos subsequentes poderão validar. Neste modelo o Contexto Tecnológico é um Força Básica ou Fundamental; o Contexto do Valor Percecionado, constitui-se numa Força Crítica para a adoção de inovação, que assenta na sua capacidade para oferecer valor aos diversos stakeholders da cadeia de cuidados. Temos também o Contexto Político, com capacidade de modelar a adoção da inovação e nomeadamente com capacidade para o acelerar, se dele emitir um sinal de urgência para a mudança. O Contexto Sociocultural e Individual expressam uma Força Intrínseca, dado que elas são características internas, próprias e imutáveis no curto-prazo, das sociedade e das pessoas. Por fim há que considerar o Contexto Específico da Doença, nesta caso o das demências. Das conclusões do estudo parece evidente que as condições tecnológicas estão medianamente satisfeitas em Portugal, com evidentes progressos nos últimos anos (exceção para a interoperabilidade aonde há necessidade de maiores progressos), não constituindo portanto barreira à introdução de ALT. Aonde há necessidade de investir é nas áreas do valor percebido. Da análise feita, esta é uma área que constitui uma barreira à introdução e adoção das ALT em Portugal. A falta de perceção do valor que estas tecnologias trazem, por parte dos profissionais de saúde, doentes, cuidadores e decisores políticos, parece ser o principal entrave à sua adoção. São recomendadas estratégias de modelos colaborativos de Investigação e Desenvolvimento e de abordagens de cocriação com a contribuição de todos os intervenientes na cadeia de cuidados. Há também um papel que cabe ao estado no âmbito das prioridades e da mobilização de recursos, sendo-lhe requerida a expressão do sentido de urgência para que esta mudança aconteça. Foram também identificadas oportunidades em diversas áreas, como na prevenção, no diagnóstico, na compliance medicamentosa, na terapêutica, na monitorização, no apoio à vida diária e na integração social. O que é necessário é que as soluções encontradas constituam respostas àquilo que são as verdadeiras necessidades dos intervenientes e não uma imposição tecnológica que só por si nada resolve. Do estudo resultou também a perceção de que há que (i) continuar a trabalhar no sentido de aproximar a comunidade científica, da clínica e do doente, (ii) fomentar a colaboração entre centros, com vista à criação de escala a nível global. Essa colaboração já parece acontecer a nível empresarial, tendo sido identificadas empresas Portuguesas com vocação global. A qualidade individual das instituições de ensino, dos centros de investigação, das empresas, permite criar as condições para que Portugal possa ser país um piloto e um case-study internacional em ALT, desde que para tal pudéssemos contar com um trabalho colaborativo entre instituições e com decisões políticas arrojadas.

Application of geographic information system and modelling in health impact assessment for urban road mobility in Vietnam

Transport is an essential sector in modern societies. It connects economic sectors and industries. Next to its contribution to economic development and social interconnection, it also causes adverse impacts on the environment and results in health hazards. Transport is a major source of ground air pollution, especially in urban areas, and therefore contributing to the health problems, such as cardiovascular and respiratory diseases, cancer, and physical injuries. This thesis presents the results of a health risk assessment that quantifies the mortality and the diseases associated with particulate matter pollution resulting from urban road transport in Hai Phong City, Vietnam. The focus is on the integration of modelling and GIS approaches in the exposure analysis to increase the accuracy of the assessment and to produce timely and consistent assessment results. The modelling was done to estimate traffic conditions and concentrations of particulate matters based on geo-references data. A simplified health risk assessment was also done for Ha Noi based on monitoring data that allows a comparison of the results between the two cases. The results of the case studies show that health risk assessment based on modelling data can provide a much more detail results and allows assessing health impacts of different mobility development options at micro level. The use of modeling and GIS as a common platform for the integration of different assessments (environmental, health, socio-economic, etc.) provides various strengths, especially in capitalising on the available data stored in different units and forms and allows handling large amount of data. The use of models and GIS in a health risk assessment, from a decision making point of view, can reduce the processing/waiting time while providing a view at different scales: from micro scale (sections of a city) to a macro scale. It also helps visualising the links between air quality and health outcomes which is useful discussing different development options. However, a number of improvements can be made to further advance the integration. An improved integration programme of the data will facilitate the application of integrated models in policy-making. Data on mobility survey, environmental monitoring and measuring must be standardised and legalised. Various traffic models, together with emission and dispersion models, should be tested and more attention should be given to their uncertainty and sensitivity

Social-media monitoring for cold-start recommendations

Generating personalized movie recommendations to users is a problem that most commonly relies on user-movie ratings. These ratings are generally used either to understand the user preferences or to recommend movies that users with similar rating patterns have rated highly. However, movie recommenders are often subject to the Cold-Start problem: new movies have not been rated by anyone, so, they will not be recommended to anyone; likewise, the preferences of new users who have not rated any movie cannot be learned. In parallel, Social-Media platforms, such as Twitter, collect great amounts of user feedback on movies, as these are very popular nowadays. This thesis proposes to explore feedback shared on Twitter to predict the popularity of new movies and show how it can be used to tackle the Cold-Start problem. It also proposes, at a finer grain, to explore the reputation of directors and actors on IMDb to tackle the Cold-Start problem. To assess these aspects, a Reputation-enhanced Recommendation Algorithm is implemented and evaluated on a crawled IMDb dataset with previous user ratings of old movies,together with Twitter data crawled from January 2014 to March 2014, to recommend 60 movies affected by the Cold-Start problem. Twitter revealed to be a strong reputation predictor, and the Reputation-enhanced Recommendation Algorithm improved over several baseline methods. Additionally, the algorithm also proved to be useful when recommending movies in an extreme Cold-Start scenario, where both new movies and users are affected by the Cold-Start problem.

Towards an integrated technology management across the rail supply chain extended to society: building the case study on high-speed trains

The present paper was prepared for the course “Project III”, with the supervision of Prof. António Moniz, reporting on the author speaking notes at the Winter School on Technology Assessment, 6-7 December 2010, as part of the Doctoral Programme on Technology Assessment at FCT-UNL.

Perfil imunológico de grávidas atópicas versus grávidas saudáveis

RESUMO: A prevalência das doenças atópicas tem vindo a aumentar, em especial ao nível dos países ocidentalizados. Vários fatores têm sido apontados para justificar este aumento de prevalência,destacando-se o reduzido tamanho das famílias, o elevado uso de antibióticos, a melhoria das condições sanitárias, bem como a diminuição quer das infeções de helmintas, quer da contaminação orofecal. Alguns estudos têm também avaliado a influência do ambiente pré-natal no desenvolvimento de atopia e asma. Da análise da literatura, parece inegável a importância deste período para o desenvolvimento do sistema imunitário. Neste âmbito, a transmissão de atopia à descendência em mulheres atópicas, e concretamente com asma alérgica, poderá ser moldada desde este período. A possibilidade de identificar marcadores de risco precoces para o desenvolvimento de atopia poderá ser o primeiro passo para o desenvolvimento de estratégias de prevenção para os indivíduos em risco. Este trabalho pretendeu abordar o sistema imunitário materno de forma a enriquecer a sua caraterização desde o terceiro trimestre da gravidez até ao fim do puerpério. Para além da exploração de perfis celulares e citocínicos maternos (nos quais se incluiu sobretudo a avaliação de diferentes populações de células T e B, com funções efetoras e reguladoras), foi também considerada a sua eventual relação com o desenvolvimento de atopia nas crianças. Foram recrutadas 135 mulheres com critérios para serem incluídas num dos 4 grupos do estudo: grávidas atópicas – GA (n=24), não grávidas atópicas – NGA (n=32), grávidas saudáveis – GS (n=44) e não grávidas saudáveis – NGS (n=35). Foram caraterizadas por Citometria de Fluxo populações de leucócitos e linfócitos, com particular interesse nos perfis maturativos de linfócitos T e B, bem como nas subpopulações de células T e B reguladoras. Foi ainda efetuada uma análise funcional, para avaliar a capacidade de produção de citocinas pelos linfócitos T e B. Foram igualmente avaliadas as concentrações de citocinas séricas por ensaios imunoenzimáticos. Estes parâmetros imunológicos maternos foram acompanhados desde o terceiro trimestre de gestação, até depois do puerpério (primeiras 6 semanas pós parto), e aos seis meses de idade, foi efetuada uma avaliação clínica das crianças. As mulheres não grávidas atópicas apresentaram contagens celulares mais elevadas para a generalidade das populações leucocitárias e linfocitárias (em relação a mulheres não grávidas saudáveis). Destaca-se ainda uma maior presença de eosinófilos nas mulheres NGA (p=0,0009; teste de Mann-Whitney U), que tinham igualmente os seus compartimentos linfocitários T e B mais ricos em células de memória, em relação às mulheres NGS. Para os perfis de regulação, verificou-se que as células T reguladoras se encontravam percentualmente aumentadas (p≤0,003; teste de Mann-Whitney U), tal omo as células T produtoras de IL10 após estimulação (p≤0,03; teste de Mann-Whitney U) em mulheres NGA. Também se observou uma maior expressão de Foxp3 (p=0,0002; teste de Mann-Whitney U), e ainda a diminuição dos níveis séricos de IFN-γ nas mulheres NGA (p=0,0019; teste de Mann-Whitney U), em relação a mulheres NGS. De um modo geral, as alterações verificadas nos parâmetros imunológicos de mulheres grávidas atópicas no terceiro trimestre da gravidez foram semelhantes às observadas em mulheres grávidas saudáveis. Comparadas com mulheres NGA, nas mulheres grávidas atópicas ocorreu uma alteração substancial da fórmula leucocitária, com um importante incremento de neutrófilos (p<0,0001; teste de Mann-Whitney U) e diminuição dos valores das restantes populações leucocitárias. A diminuição nas contagens de linfócitos totais estendeu-se a grande parte das subpopulações linfocitárias caraterizadas. Nos compartimentos linfocitários T e B foi possível observar uma diminuição das subpopulações de células de memória. Verificou-se igualmente na gravidez uma menor expressão de Foxp3 em mulheres GA (p<0,0001; teste de Mann-Whitney U) e ainda menos células B CD24HiCD38Hi circulantes (p=0,0012; teste de Mann-Whitney U). Ocrreu ainda uma diminuição relativa das células T CD4 produtoras de IFN-γ em mulheres GA (p≤0,024; teste de Mann-Whitney U), e uma maior presença de células T CD8 produtoras de IL17 (p=0,0172; teste de Mann-Whitney U), em relação ao observado em mulheres NGA. Depois do puerpério, no compartimento T de mulheres do grupo GA, verificou-se um aumento das populações de células de memória. Em comparação com a gravidez, após o puerpério o compartimento B, apresentou nas mulheres GA um aumento significativo da subpopulação de células B de transição (p<0,0001; teste de Wilcoxon). Verificou-se, igualmente em mulheres GA após o puerpério, uma maior expressão de Foxp3 nas células T reguladoras (p<0,0001; teste de Wilcoxon) e o aumento das populações de células T circulantes produtoras de IFN-γ (p≤0,0234; teste de Wilcoxon). As modulações das populações T e B desde a gravidez até depois do puerpério ocorreram de forma semelhante nas mulheres dos grupos GA e GS. Apesar de as mulheres GA manterem um perfil imunológico próximo do das mulheres GS depois do puerpério, aconteceu também neste período um processo de reaproximação ao perfil observado nas mulheres NGA. As mulheres GA com manifestações de risco para atopia na descendência (comparadas com mulheres GA sem manifestações de risco para atopia na descendência até aos 6 meses de vida) apresentaram uma maior proporção de células T e menor proporção de células B, percentagens mais elevadas de células T CD8 de memória efetoras, de células B de transição e de células B CD24HiCD38Hi, e contagens mais baixas de células B de memória. Na avaliação destes parâmetros como marcadores de risco para o desenvolvimento de atopia verificou-se que o parâmetro com melhor desempenho foi a percentagem de células B de transição, com uma Odds-Ratio de 54,0 [IC 95%: 4,2-692,9; (p=0,0005)], sensibilidade de 90,0% [IC 95%: 55,5 – 99,8] e especificidade de 85,7% [IC 95%: 57,2 – 98,2]. Este estudo foi pioneiro em Portugal, e no mundo, no que se refere ao acompanhamento do compartimento linfocitário B circulante, abordando o seu perfil de maturação, e em particular as células B com funções reguladoras, desde a gravidez até ao fim do puerpério, em mulheres atópicas e não atópicas. A este nível, encontram-se estudos na literatura a documentar a alteração do compartimento B durante a gravidez. O presente trabalho reporta agora que alterações, como a diminuição do número de células B em circulação, são impostas também na mulher atópica. Em suma, demonstrou-se a existência de um perfil imunológico caraterístico em mulheres atópicas, que sofre alterações significativas durante a gravidez, tendendo os parâmetros imunológicos a normalizar após o puerpério. O compartimento T, para o qual a literatura é mais rica em estudos e abordagens, demonstrou também neste trabalho oscilações caraterísticas entre o período pré e pós-natal. Verificaram-se sobretudo variações nos compartimentos de células T de memória, sem grandes alterações ao nível das células Treg no que se refere à sua presença em circulação. Apenas a registar a menor expressão de Foxp3 nas células Treg durante a gestação observada em mulheres atópicas, tal como em mulheres saudáveis (como também já foi relatado em estudos anteriores). Apesar de muitos dos dados se encontrarem em concordância com a literatura, quer no que se refere às subpopulações de células de memória, quer no que se refere às células Treg, também se encontram resultados discordantes, por exemplo documentando variações numéricas nas células Treg em circulação em mulheres atópicas e mulheres atópicas grávidas. A importância de harmonizar protocolos e fenótipos, parece crucial na abordagem de estudos futuros. Ao nível do risco para a atopia na descendência de mulheres atópicas, acrescentou-se ainda a possibilidade de definir marcadores não invasivos para a criança, em particular as células B de transição. Estas células, cuja maior presença em circulação no recém-nascido foi recentemente associada com manifestações alérgicas subsequentes, são agora apontadas já na mulher atópica, grávida do terceiro trimestre, como um elemento de risco para o desenvolvimento de atopia. Os marcadores de risco descritos, para além de facilmente poderem vir a ser englobados no âmbito dos normais rastreios maternos durante a gravidez, apresentam ainda a vantagem da precocidade do diagnóstico, permitindo não só a possibilidade de prevenção pós-natal, mas estendendo esta possibilidade ao período gestacional.----------------------------ABSTRACT: The prevalence of atopic diseases has been increasing, especially in Westernized countries. Several factors have been suggested to justify this increase in prevalence, as the small size of families, the high use of antibiotics, the improvement in sanitation conditions, as well as the reduction of both helminth infections, and orofecal contamination. A few studies have adressed the influence of prenatal environment on the development of atopy and asthma. From literature, it seems undeniable the importance of the prenatal period for the development of the immune system. In this context, the transmission of atopy to the progeny in atopic women, and specifically in women with allergic asthma, can be modulated from this period on. The ability to detect early risk markers for the development of atopic diseases may be the first step in the development of prevention strategies for individuals at risk. This study aimed to approach the maternal immune system in order to enrich its characterization from the third trimester of pregnancy until the end of the puerperium period. In addition to the evaluation of the maternal cellular profiles (in which, mostly, diferente populations of T and B cells with effector and regulatory functions were included) and citokines, the relation between these profiles and the development of atopy in the progeny was also assessed. 135 women were recruited for this study, and fullfiled the inclusion criteria necessary to be included in one of the four groups preset: atopic pregnant women - GA (n = 24), atopic nonpregnant women - NGA (n = 32), healthy pregnant women - GS (n = 44) and healthy nonpregnant women - NGS (n = 35). Populations of leukocytes and lymphocytes, and particularty maturation profiles of T and B lymphocytes, as well as subpopulations of T and B cells with regulatory functions, were characterized by flow cytometry. Functional assays were also performed, to assess the ability of cytokine production by T and B lymphocytes. Serum cytokine concentrations were assessed as well by enzymatic immunoassays. These maternal imune parameters were monitored since the third trimester of pregnancy until the end of the puerperium period (first six weeks after delivery). A clinical evaluation of all the newborn children was performed at the age of six months. Non-atopic pregnant women presented higher cell counts for most leukocyte and lymphocyte populations (compared to healthy non-pregnant women). We should also highlight the increased presence of eosinophils in NGA women (p = 0,0009; Mann-Whitney U test). Again compared to NGS women, NGA women showed increased memory cells within the circulating T and B lymphocyte compartments. Considering the regulatory profiles, NGA women presented higher percentages of regulatory T cells (p≤0,003; Mann-Whitney U test) and IL10 producing T cells after stimulation (p≤0,03; Mann Whitney U), as well as increased expression of Foxp3 (p = 0,0002; Mann-Whitney U test), and also decreased serum levels of IFN-γ (p = 0,0019; test Mann-Whitney U test) compared to NGS women. In general, the changes observed in immune parameters of atopic pregnant women in the third trimester of gestation were similar to those observed in healthy pregnant women. Comparing pregnant and non-pregnant atopic women, an important change in leukocyte subsets was observed, with a significant increase of neutrophils (p <0,0001; Mann-Whitney U test) and the consequent diminution of the remaining leukocyte populations in the GA group. The decrease in total lymphocyte counts was extended to most of the lymphocyte subsets characterized. It was possible to detect a decrease in memory cell subsets within the T and B lymphocyte compartments, also. During pregnancy, a lower expression of Foxp3 was reported in GA women (p <0,0001; Mann-Whitney U test) and, besides, lesser CD24HiCD38Hi B cells were present in circulation in these women, compared to NGA women (p = 0,0012; Mann-Whitney U test). There was still a decrease in the percentages of IFN-γ-producing CD4 T cells in GA women (p≤0,024; Mann-Whitney U test) and a greater presence of IL17-producing CD8 T cells (p = 0,0172; Mann-Whitney U test), compared to the levels observed in NGA women. At the end of the puerperium, there was an increase in memory cell subpopulations within the T cell compartment of GA women. Compared with the pregnancy evaluation, after puerperium, the B cell compartment showed a significant increase in the transitional subpopulation (p<0,0001; Wilcoxon test), in GA women. Moreover, after puerperium, GA women exhibited a greater expression of Foxp3 in Treg cells (p <0,0001; Wilcoxon test) and there was an increase in circulating IFN-γ-producing T cells (p≤0,0234; Test Wilcoxon). The modulations of T and B cell subpopulations from pregnancy until the end of puerperium were similar in women of GA and GS groups. Although at the end of puerperium, GA women still kept an immune profile close the one observed in GS women, at this time point, there were also signs of rapprochement between the immune profiles observed in women of GA and NGA groups. GA women with atopic manifestations in the offspring (compared to GA women without atopic manifestations in the offspring at the age of 6 months) presented higher proportions of T cells and lower proportions of B cells, higher percentages of effector memory CD8 T cells, transitional B cells and CD24HiCD38Hi B cells, and, finally, lower absolute counts of memory B cells. In the evaluation of these parameters as risk markers for the development of atopy, the parameter which presented the best performance was the percentage of transitional B cells, with an Oddsratio of 54,0 [95% CI: 4,2 to 692,9; (p = 0,0005)], sensitivity of 90,0% [95% CI: 55,5 to 99,8] and a specificity of 85,7% [95% CI: 57,2 to 98,2]. This study was a pioneer in Portugal, and in the world, in what concerns the monitoring of the circulating B cell compartment, addressing not only the maturation profile, but, in particular, B cells with regulatory functions, from pregnancy untill after puerperium, in atopic and non-atopic women. Literature presents evidence of a typical change in circulating B cells during pregnancy. This study now reports that changes, such as the decrease in the number of circulating B cells,/ are also imposed by pregnancy in atopic woman. In brief, it demonstrated the existence of a characteristic immune profile in atopic women, which undergoes significant alterations during pregnancy, tending to normalize after the puerperium. As for the T cell compartment, for which the literature is richer in studies and approaches, this study also showed characteristic fluctuations between the pre- and postnatal periods. There were variations mostly in the memory subsets within the T cell compartment, without major changes in regulatory T cells regarding their presence in circulation. Only the expression of Foxp3 in Treg cells presented lower levels during pregnancy, in both atopic and healthy women (as previously reported in other studies). Although much of the data now reported are in agreement with literature, regarding either memory cell subsets or regulatory T cells, there are also conflicting results, for example documenting changes in the numbers of regulatory T cells circulating in atopic pregnant and atopic non-pregnant women. The importance of harmonizing protocols and phenotypes seems crucial for the establishement of future studies. Considering the risk for atopy in the offspring of atopic women, this study added the possibility to define non-invasive markers for the child, in particular transitional B cells. These cells, whose greater presence in circulation in newborns has recently been associated with subsequent allergy development, are here identified in atopic pregnant women in the third trimester of gestation as a risk factor in the development of atopy in their progeny. The risk factors described, besides having the capacity to easily become integrated within the normal maternal screening protocols during pregnancy, also have the advantage of an early diagnosis, allowing not only the possibility of postnatal prevention but extending this possibility to the prenatal period.

An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction

In recent years a set of production paradigms were proposed in order to capacitate manufacturers to meet the new market requirements, such as the shift in demand for highly customized products resulting in a shorter product life cycle, rather than the traditional mass production standardized consumables. These new paradigms advocate solutions capable of facing these requirements, empowering manufacturing systems with a high capacity to adapt along with elevated flexibility and robustness in order to deal with disturbances, like unexpected orders or malfunctions. Evolvable Production Systems propose a solution based on the usage of modularity and self-organization with a fine granularity level, supporting pluggability and in this way allowing companies to add and/or remove components during execution without any extra re-programming effort. However, current monitoring software was not designed to fully support these characteristics, being commonly based on centralized SCADA systems, incapable of re-adapting during execution to the unexpected plugging/unplugging of devices nor changes in the entire system’s topology. Considering these aspects, the work developed for this thesis encompasses a fully distributed agent-based architecture, capable of performing knowledge extraction at different levels of abstraction without sacrificing the capacity to add and/or remove monitoring entities, responsible for data extraction and analysis, during runtime.

Monitoring liquidity risk at BPI GA

Field lab: Business project

A new credit monitoring framework for agents' networks

The purpose of this work is to develop a practicable approach for Telecom firms to manage the credit risk exposition to their commercial agents’ network. Particularly it will try to approach the problem of credit concession to clients’ from a corporation perspective and explore the particular scenario of agents that are part of the commercial chain of the corporation and therefore are not end-users. The agents’ network that served as a model for the presented study is composed by companies that, at the same time, are both clients and suppliers of the Telecommunication Company. In that sense the credit exposition analysis must took into consideration all financial fluxes, both inbound and outbound. The current strain on the Financial Sector in Portugal, and other peripheral European economies, combined with the high leverage situation of most companies, generates an environment prone to credit default risk. Due to these circumstances managing credit risk exposure is becoming increasingly a critical function for every company Financial Department. The approach designed in the current study combined two traditional risk monitoring tools: credit risk scoring and credit limitation policies. The objective was to design a new credit monitoring framework that is more flexible, uses both external and internal relationship history to assess risk and takes into consideration commercial objectives inside the agents’ network. Although not explored at length, the blueprint of a Credit Governance model was created for implementing the new credit monitoring framework inside the telecom firm. The Telecom Company that served as a model for the present work decided to implement the new Credit Monitoring framework after this was presented to its Executive Commission.