Lições de Direito e Processo Penal, 2013/2014

§ Parte I A: DIREITO PENAL: CAPÍTULO I – CONCEITO DE DIREITO PENAL, COM ESPECIAL RELEVO DA DIFERENCIAÇÃO ENTRE DIREITO PENAL CLÁSSICO, DIREITO PENAL ECONÓMICO E SOCIAL E DIREITO DAS CONTRA-ORDENAÇÕES; CAPÍTULO II – O PROBLEMA DOS FINS DAS PENAS; CAPÍTULO III – BREVE ABORDAGEM DA EVOLUÇÃO HISTÓRICA DO DIREITO PENAL; CAPÍTULO IV – TEORIA GERAL DA LEI CRIMINAL; CAPÍTULO V – TEORIA GERAL DA INFRACÇÃO CRIMINAL: A) ELEMENTOS; B) CONSTRUÇÕES; C) ANÁLISE: 1) ACÇÃO; 2) TIPICIDADE; 3) ILICITUDE; 4) CULPA; 5) PUNIBILIDADE; CAPÍTULO VI – FORMAS DO CRIME: A) TENTATIVA; B) AUTORIA E COMPARTICIPAÇÃO; C) CONCURSO DE CRIMES § Parte I B: DIREITO PROCESSUAL PENAL; CAPÍTULO I – A DELIMITAÇÃO DO DIREITO PROCESSUAL PENAL; CAPÍTULO II – OS PRINCÍPIOS FUNDAMENTAIS DO PROCESSO PENAL; CAPÍTULO III - A LEI PROCESSUAL PENAL E A SUA APLICAÇÃO; Parte II: CAPÍTULO I - OS SUJEITOS DO PROCESSO; CAPÍTULO II - O OBJECTO DO PROCESSO; CAPÍTULO III - AS MEDIDAS DE COACÇÃO E DE GARANTIA PATRIMONIAL; CAPÍTULO IV - TRAMITAÇÃO PROCESSUAL PENAL. § § Part I: CRIMINAL LAW: CHAPTER I - CONCEPT OF CRIMINAL LAW, WITH SPECIAL RELIEF OF THE DIFFERENTIATION BETWEEN CLASSIC CRIMINAL LAW, ECONOMIC AND SOCIAL CRIMINAL LAW AND THE “AGAINST ORDINANCES” LAW ("LAW OFFENSES"); CHAPTER II - THE PROBLEM OF THE ENDS OF THE PENALTIES; CHAPTER III - BRIEF OVERVIEW OF THE EVOLUTION HISTORY OF CRIMINAL LAW; CHAPTER IV - GENERAL THEORY OF THE CRIMINAL LAW; CHAPTER V - GENERAL THEORY OF THE CRIMINAL INFRACTION: A) ELEMENTS; B) CONSTRUCTIONS; C) ANALYSIS: 1) ACTION; 2) VAGUENESS DOCTRINE; 3) ILLEGALITY; 4) GUILT (FAULT); 5) PUNISHMENT; CHAPTER VI - FORMS OF THE CRIME: A) ATTEMPT; B) AUTHORSHIP AND "CO-PARTICIPATION"; C) CUMULATION OF OFFENCES. § Part I - B: CRIMINAL PROCEDURAL LAW: CHAPTER I - THE DELIMITATION OF THE CRIMINAL PROCEDURAL LAW; CHAPTER II - THE BASIC PRINCIPLES OF THE CRIMINAL PROCEDURE; CHAPTER III - THE CRIMINAL PROCEDURE LAW AND ITS APPLICATION; Part II: CHAPTER I - THE FIGURES OF THE PROCESS; CHAPTER II - THE OBJECT OF THE PROCESS; CHAPTER III - THE MEASURES OF COERCION AND PATRIMONIAL GUARANTEE (WARRANTY); CHAPTER IV -CRIMINAL PROCEDURE.

Grau de cumprimento com as recomendações do Basel Committee on Banking Supervision e da Organisation of Securities Commissions, sobre divulgação de informação relacionada com instrumentos derivados - evidência empírica no sector bancário português

This study analyzes the level of disclosure on derivatives, in accordance with the recommendations issued by the Basel Committee on Banking Supervision and the Organization of Securities Commission, by Portuguese banks. We have analyzed individual annual reports related to 2009, using a disclosure index based on those recommendations. We concluded that the number of companies that provides information about derivative instruments is quite high, but the average value of disclosure is very low. The information disclosed more frequently is that related to general aspects, followed by information related to accounting and valuation methods.

Factores explicativos da divulgação de informação sobre instrumentos derivados: evidência empírica no mercado de capitais português, em 2008

This study analyses the determinants of the derivative instruments disclosure level by Portuguese listed companies. It is built a disclosure index to measure the disclosure level using the Consolidated Annual Reports for 2008. The hypotheses have been tested through a linear regression model using the disclosure index as the dependent variable and companies’ characteristics as independent variables. Multivariate results suggest that firm size, quality of the external auditor, belonging to PSI 20, the market to book value ratio and the percentage of capital hold by the board of directors are associated with the disclosure level.

Contabilidade de instrumentos derivados: estudo da informação divulgada pelas empresas portuguesas

This thesis is dedicated to the study of disclosure about derivative instruments and their determinants, by Portuguese companies. We have defined the following as our main research objectives: to identify the extent of disclosure relating to derivative instruments presented by Portuguese companies; to analyze the developments in the level of disclosure; and to identify the determinants of the level of disclosure. To this end, we have examined the information that has been disclosed by listed companies, for the period 2003–2009, and by companies belonging to the banking sector and insurance sector (hereinafter identified as financial firms), for 2009. We were able to conclude, in our first phase of research, that the number of disclosing firms has evolved positively, during the period 2003–2009, and that the level of disclosure has also evolved positively. On the other hand, the values obtained in the disclosure index indicate that companies are worried about compliance with accounting standards which became mandatory in 2005 and in 2007. This indicates that the adoption of the IASB’s standards since 2005 and the mandatory adoption of International Financial Reporting Standard (IFRS) No. 7, since 2007, have influenced the level of disclosure.

Capital Intelectual: sua divulgação no setor bancário em Portugal

The importance of intangible resources has increased dramatically in recent years comparing to tangible ones. The economy in which we live is the result of competitive pressures that have imposed the implementation of business at an international level as well as a requirement in the application of sophisticated technologies that allow us to follow this fast evolution. In this age of information and innovation organizations will only survive if they are inserted in a global network of strategic relations, generically called as the network economy by Lev (2003). The service sector has stood out against the more traditional sectors of the economy. The intensive use of knowledge and a strong customer orientation created a new reality in today’s organizations: a growing importance attached to innovation, to the quality of products and services offered, to the information and communication technologies adopted, and to the creativity and particular abilities of human resources. The concept of intangible assets is more common in an accounting language and intellectual capital is most often applied in the context of management, being associated with a more comprehensive, multidimensional approach, representing all the knowledge that the institution owns and that it applies in the form of expertise, the creativity and organizational competencies that lead to innovation and to the sustained attainment of future economic benefits. An analysis of the scope of intellectual capital is fundamental to take more appropriate management decisions so that a more appropriate accounting treatment could be given by the accounting standardization organizations. This study intends to analyse the practices of information disclosure of the intellectual capital in the banking sector in Portugal, complementing the analysis of the disclosure of intangible assets in the context of accounting standards with the disclosure of intellectual capital in the context of organizational management. In particular, our main aims are to identify the extent of disclosure of intellectual capital made by banks in Portugal and also to identify the factors that determine such a disclosure. The disclosure in the context of accounting standards will be studied by checking the disclosure of intangible assets through the items listed in the International Accounting Standard 38 developed by the International Accounting Standards Board. The context of management was analysed by means of creating a voluntary disclosure index based on assumptions of the model Intellectus, developed by the Centro de Investigación sobre la Sociedad del Conocimiento – Instituto de Administración de Empresas (CIC-IADE) of the Universidad Autónoma of Madrid, and of the model Intellectual Capital Statement (made in Europe) (InCaS), both promoted by the European Commission and that we have adapted to the banking sector. When analysing the disclosure of intangible assets based on the context of accounting standards and the voluntary disclosure of intellectual capital, this study has tried to raise awareness about the importance of issuing reports on the intellectual capital as an alternative tool to take management decisions in the existing organizations and reflects the transparency and legitimacy that these institutions seek through a more extensive and more detailed information disclosure of their intellectual capital. Based on a complimentarily of economic theories, together with social and political theories, we tried to check the extent, evolution and tendencies of the compulsory disclosure of intangible assets and of the voluntary disclosure of the intellectual capital analysed in the period 2001-2011. Banks characteristics were also analysed in order to deduce those factors that determine or promote a larger disclosure in this sector. Based on these objectives, we adopted a longitudinal approach to explore the extent and the development of the disclosure of intangible assets as well as the factors that have determined it. Furthermore, we sought to assess the impact of the adoption of IAS 38 in the financial statements of the organizations in this sector. The disclosure index created on the basis of the disclosure requirements stated in IAS 38 from IASB was applied to the consolidated financial statements of the seventeen banks that rendered their statements in Portugal from 2001 to 2009. Since the information disclosed in the context of accounting standards may not have an important role as a management tool once it was not able to reflect what really contributes to the competitiveness and organizational growth, the voluntary disclosure of the intellectual capital was analysed according to the information obtained from the 2010 annual individual reports of the banks operating in Portugal in that year and from their respective websites in 2011. We tried to analyse the extent of the voluntary disclosure of the intellectual capital and of each of its components, human capital, structural capital and relational capital. The comparative analysis of their annual reports and their web pages allowed us to assess the incidence of the disclosure and discover what channel the banking sector focuses on when disclosing their intellectual capital. Also in this analysis the study of the disclosure determinants has allowed us to conclude about the influence of particular characteristics in the voluntary disclosure of the intellectual capital. The results of the analysis to the extent of the disclosure of intangible assets in the consolidated financial statements of the banking groups in Portugal in the period 2001-2009 have shown an average information disclosure of 0.24. This information disclosure evolved from an average value of 0.1940 in 2001 to 0.2778 in 2009. The average value is 0.8286 if it is only considered the disclosure of the intangible assets that the banks possessed. The evolution of this index means an increase in the average disclosure from 0.7852 in 2001 to 0.8788 in 2009. From the first results that are related to the extent of the disclosure of intangible assets in the financial statements, we can verify that the banking groups present a low disclosure level of these resources. However, when considering the disclosure of only the intangible assets that each institution owns, the disclosure level appears to be in compliance with the disclosure requirements for this sector. An evolution in the disclosure of intangible assets for the period considered was confirmed, showing an increase in the information disclosure of intangible assets in 2005, the year in which the accounting rules for intangible assets changed. The analysis that focused on the disclosure in the context of management tried to understand the extent, the incidence and the determinants of the voluntary information disclosure of intellectual capital in the annual reports of 2010 and on their web pages in 2011, studying the 32 banks operating in Portugal in this period. The average voluntary disclosure of the intellectual capital in the 2010 annual reports is 0.4342 while that in web pages is 0.2907. A review of the components of the intellectual capital allowed us to assess the importance that the banks confer to each of these components. The data obtained show that the relational capital, and more specifically the business capital, is the most disclosed component by banks in Portugal both in the annual reports and in their institutional web pages, followed by the structural capital and, finally, by the human capital. The disclosure of the human capital and the structural capital is higher in the annual reports than that in the websites, while the relational capital is more disclosed in the websites than in the annual reports. The results have also shown that the banks make a complementary use of both sources when disclosing information about their structural capital and relational capital but they do not show any information about their human capital in their websites. We tried to prove the influence of factors that could determine the accounting disclosure and the voluntary disclosure of the intellectual capital in this sector. The change in the IASB accounting rules as from January 1st 2005 gave a greater disclosure of accounting information of intangible assets in the financial statements of banks. The bank size and corporate governance measures have statistically proved to have an influence on the extent of the accounting disclosure of intangible assets and on the voluntary disclosure of the intellectual capital. Economic and financial variables such as profitability, operating efficiency or solvency were not determinants of information disclosure. The instability that the banking sector has experienced in economic and financial indicators in recent years as a result of the global financial markets imbalance has worsen indicators such as profitability, efficiency and solvency and caused major discrepancies in the economic situation between banks in Portugal. This empirical analysis has contributed to confront the disclosure required by accounting rules performed in the financial statements of organizations with that performed in the main disclosure media which is available for entities and which is increasingly requested in the process of taking management decisions. It also allowed us to verify whether there is homogeneity between institutions in the fulfilment of the requirements for information disclosure of intangible assets. However, as for voluntary disclosure of intellectual capital, there are large disparities in the disclosure extent between organizations. Regardless of this sector specific characteristics, the voluntary disclosure of intellectual capital made by banks in Portugal follows the trends in other sectors and the practices adopted in other countries, namely regarding the amount of information disclosed, the incidence of the disclosure on the indicators of relational capital and the importance of variables such as size as determinants of disclosure of intellectual capital. For a further knowledge in this field, we created a specific index for the banking sector, considering appropriate indicators for an incisive, comprehensive analysis in order to consider the most relevant indicators of intellectual capital components. Besides, confronting the analysis of disclosure in the context of accounting standards with the study of voluntary disclosure brought a new analysis approach to the research on intellectual capital disclosure. With this study, we have also intended to raise greater awareness of the need for harmonization in the intellectual capital disclosure on the part of the regulatory banking authority by means of a demanding, consistent and transparent report of intellectual capital with simple, clear, objective indicators so that those interested in disclosing intellectual capital information in the organizations in this sector may obtain more harmonized and comparable information. A research on the disclosure quality of intellectual capital, together with the application of other analysis methodologies in this sector, might be a promising approach for future research. Applying the voluntary disclosure index to the same sector in other countries may also contribute to the knowledge of disclosure practices in different geographical environments. We highlight the relevance of further studies contributing to the harmonization and consistency in the presentation of an intellectual capital report so as to enable organizations to disclose the resources that contribute most to their competitiveness and growth.

Divulgação de informação sobre os ativos intangíveis: evidência empírica nos bancos em Portugal no período 2001-2009.

The main objectives of this investigation is to analyze the disclosure of information about intangible assets during a period of nine years, namely the extension or level, as well as their evolution and possible alterations verified upon them, that derived from the adoption in 2005, of the international norm in order to elaborate the consolidated accounts of banks. Through the verification of the disclosure of intangible assets. Taking into account items from International Accounting Standard (IAS) 38 from the International Accounting Standards Board (IASB), the consolidated financial statements from seventeen banks, presenting consolidated accounts in Portugal uninterruptable between 2001 and 2009 were analyzed. The results obtained through the construction of an index, elaborated from this effected, reveled an average of disclosure of information on intangibles of 0.24 during the period. The level of general disclosure evolved from an average of 0.1940 in 2001 to 0.2778 in the year 2009. The intangibles generated internally had an average of disclosure of 0.1592 and the intangibles acquired had an average value of 0.2927. A growth in the extension of disclosure of intangibles upon the consolidated financial statement of banks during period analyzed, being this growth more accentuated in 2005 and 2006, which correspond to the first years of adoption in Portugal of international norm endorsed by the European Union through the Regalement 1606/2002, of July 19, the designed IASB-UE norms.

Transparency of the municipal public management: a study from the homepages of the large Brazilian municipalities

This study attempts to check the transparency level of information in public administration published in the homepages of 96 municipalities included among the 100 most populous in Brazil and what characteristics and socioeconomic indicators of the municipalities can contribute to explain the level of transparency observed. The level of transparency in public administration was established from a research model called Transparency Index Municipal Public Management (ITGP-M) constructed based on international codes of good governance and transparency, the Brazilian legislation and the experiences of previous studies of similar nature conducted in Brazil and abroad. The empirical evidence point to low levels of transparency, incompatible with the level of socioeconomic development of municipalities. Moreover, we can conclude that, overall, there is an association between the socioeconomic conditions of the municipalities and the levels of transparency in the disclosure of information about public administration observed in sites of large municipalities as in this study.

Divulgação nos relatórios dos bancos públicos brasileiros: análise das recomendações do Pilar 3 do Acordo de Basileia 2

Este artigo verifica o nível de divulgação praticado pelos bancos públicos brasileiros em relação às recomendações do Pilar 3 do Acordo de Basileia 2. Utilizou-se a técnica de análise de conteúdo, com exame, em 2010, das informações financeiras disponibilizadas no site do Banco Central do Brasil (Bacen) referentes aos quartos trimestres de 2008 e 2009. Os principais relatórios analisados foram as notas explicativas e o relatório da administração. As exigências de divulgação do Pilar 3 são apresentadas em 14 tabelas no Acordo, porém, este artigo utilizou as 9 tabelas com requerimentos de disclosure relacionados à aplicação das abordagens padronizadas. Os resultados indicaram que os níveis de divulgação foram de 25% em 2008 e de 29% em 2009 e referem-se exclusivamente às instituições pesquisadas incluídas na amostra. Em síntese, a demonstração dos bancos públicos apresenta um nível incipiente de transparência e, normalmente, restringe-se às informações exigidas pela legislação.

An approach to absorptive capacity based on the Portuguese textile industry

The main purpose of this research is to identify the hidden knowledge and learning mechanisms in the organization in order to disclosure the tacit knowledge and transform it into explicit knowledge. Most firms usually tend to duplicate their efforts acquiring extra knowledge and new learning skills while forgetting to exploit the existing ones thus wasting one life time resources that could be applied to increase added value within the firm overall competitive advantage. This unique value in the shape of creation, acquisition, transformation and application of learning and knowledge is not disseminated throughout the individual, group and, ultimately, the company itself. This work is based on three variables that explain the behaviour of learning as the process of construction and acquisition of knowledge, namely internal social capital, technology and external social capital, which include the main attributes of learning and knowledge that help us to capture the essence of this symbiosis. Absorptive Capacity provides the right tool to explore this uncertainty within the firm it is possible to achieve the perfect match between learning skills and knowledge needed to support the overall strategy of the firm. This study has taken in to account a sample of the Portuguese textile industry and it is based on a multisectorial analysis that makes it possible a crossfunctional analysis to check on the validity of results in order to better understand and capture the dynamics of organizational behavior.

An approach to absorptive capacity based on the Portuguese textile industry(Final version)

The main purpose of this research is to identify the hidden knowledge and learning mechanisms in the organization in order to disclosure the tacit knowledge and transform it into explicit knowledge. Most firms usually tend to duplicate their efforts acquiring extra knowledge and new learning skills while forgetting to exploit the existing ones thus wasting one life time resources that could be applied to increase added value within the firm overall competitive advantage. This unique value in the shape of creation, acquisition, transformation and application of learning and knowledge is not disseminated throughout the individual, group and, ultimately, the company itself. This work is based on three variables that explain the behaviour of learning as the process of construction and acquisition of knowledge, namely internal social capital, technology and external social capital, which include the main attributes of learning and knowledge that help us to capture the essence of this symbiosis. Absorptive Capacity provides the right tool to explore this uncertainty within the firm it is possible to achieve the perfect match between learning skills and knowledge needed to support the overall strategy of the firm. This study has taken in to account a sample of the Portuguese textile industry and it is based on a multisectorial analysis that makes it possible a crossfunctional analysis to check on the validity of results in order to better understand and capture the dynamics of organizational behavior.

A divulgação de informação sobre planos de benefícios de reforma em Portugal e a sua relação com o endividamento: Uma análise do PSI geral

Mestrado em Contabilidade e Gestão das Instituições Financeiras

Impact of a 1755-like tsunami in Huelva, Spain

Coastal areas are highly exposed to natural hazards associated with the sea. In all cases where there is historical evidence for devastating tsunamis, as is the case of the southern coasts of the Iberian Peninsula, there is a need for quantitative hazard tsunami assessment to support spatial planning. Also, local authorities must be able to act towards the population protection in a preemptive way, to inform 'what to do' and 'where to go' and in an alarm, to make people aware of the incoming danger. With this in mind, we investigated the inundation extent, run-up and water depths, of a 1755-like event on the region of Huelva, located on the Spanish southwestern coast, one of the regions that was affected in the past by several high energy events, as proved by historical documents and sedimentological data. Modelling was made with a slightly modified version of the COMCOT (Cornell Multi-grid Coupled Tsunami Model) code. Sensitivity tests were performed for a single source in order to understand the relevance and influence of the source parameters in the inundation extent and the fundamental impact parameters. We show that a 1755-like event will have a dramatic impact in a large area close to Huelva inundating an area between 82 and 92 km(2) and reaching maximum run-up around 5 m. In this sense our results show that small variations on the characteristics of the tsunami source are not too significant for the impact assessment. We show that the maximum flow depth and the maximum run-up increase with the average slip on the source, while the strike of the fault is not a critical factor as Huelva is significantly far away from the potential sources identified up to now. We also show that the maximum flow depth within the inundated area is very dependent on the tidal level, while maximum run-up is less affected, as a consequence of the complex morphology of the area.

Conversor estático de potência tolerante a falhas

O trabalho apresentado nesta dissertação refere-se à concepção, projecto e realização experimental de um conversor estático de potência tolerante a falhas. Foram analisados trabalhos de investigação sobre modos de falha de conversores electrónicos de potência, topologias de conversores tolerantes a falhas, métodos de detecção de falhas, entre outros. Com vista à concepção de uma solução, foram nomeados e analisados os principais modos de falhas para três soluções propostas de conversores com topologias tolerantes a falhas onde existem elementos redundantes em modo de espera. Foram analisados os vários aspectos de natureza técnica dos circuitos de potência e guiamento de sinais onde se salientam a necessidade de tempos mortos entre os sinais de disparo de IGBT do mesmo ramo, o isolamento galvânico entre os vários andares de disparo, a necessidade de minimizar as auto-induções entre o condensador DC e os braços do conversor de potência. Com vista a melhorar a fiabilidade e segurança de funcionamento do conversor estático de potência tolerante a falhas, foi concebido um circuito electrónico permitindo a aceleração da actuação normal de contactores e outro circuito responsável pelo encaminhamento e inibição dos sinais de disparo. Para a aplicação do conversor estático de potência tolerante a falhas desenvolvido num accionamento com um motor de corrente contínua, foi implementado um algoritmo de controlo numa placa de processamento digital de sinais (DSP), sendo a supervisão e actuação do sistema realizados em tempo-real, para a detecção de falhas e actuação de contactores e controlo de corrente e velocidade do motor utilizando uma estratégia de comando PWM. Foram realizados ensaios que, mediante uma detecção adequada de falhas, realiza a comutação entre blocos de conversores de potência. São apresentados e discutidos resultados experimentais, obtidos usando o protótipo laboratorial.

Analisador de vibrações de dois canais baseado em computador

O presente trabalho teve como principal objectivo o desenvolvimento de um analisador de vibrações de dois canais baseado em computador, para a realização de diagnóstico no âmbito do controlo de condição de máquinas. Foi desenvolvida uma aplicação num computador comum, no software LabVIEW, que através de transdutores de aceleração do tipo MEMS conectados via USB, faz a recolha de dados de vibração e procede ao seu processamento e apresentação ao utilizador. As ferramentas utilizadas para o processamento de dados são ferramentas comuns encontradas em vários analisadores de vibrações disponíveis no mercado. Estas podem ser: gráficos de espectro de frequência, sinal no tempo, cascata ou valores de nível global de vibração, entre outras. Apesar do analisador desenvolvido não apresentar inovação nas ferramentas de análise adoptadas, este pretende ser distinguido pelo baixo custo, simplicidade e carácter didáctico. Este trabalho vem evidenciar as vantagens, desvantagens e potencialidades de um analisador desta natureza. São tiradas algumas conclusões quanto à sua capacidade de diagnóstico de avarias, capacidades como ferramenta didáctica, sensores utilizados e linguagem de programação escolhida. Como conclusões principais, o trabalho revela que os sensores escolhidos não são os indicados para efectuar o diagnóstico de avarias em ambiente industrial, contudo são ideais para tornar este analisador numa boa ferramenta didáctica e de treino.

Manutenção proactiva de sistemas AVAC com recurso aos sistemas inteligentes multiagente

Nos tempos actuais os equipamentos para Aquecimento Ventilação e Ar Condicionado (AVAC) ocupam um lugar de grande importância na concepção, desenvolvimento e manutenção de qualquer edifício por mais pequeno que este seja. Assim, surge a necessidade premente de racionalizar os consumos energéticos optimizando-os. A alta fiabilidade desejada nestes sistemas obriga-nos cada vez mais a descobrir formas de tornar a sua manutenção mais eficiente, pelo que é necessário prevenir de uma forma proactiva todas as falhas que possam prejudicar o bom desempenho destas instalações. Como tal, torna-se necessário detectar estas falhas/anomalias, sendo imprescíndivel que nos antecipemos a estes eventos prevendo o seu acontecimento num horizonte temporal pré-definido, permitindo actuar o mais cedo possível. É neste domínio que a presente dissertação tenta encontrar soluções para que a manutenção destes equipamentos aconteça de uma forma proactiva e o mais eficazmente possível. A ideia estruturante é a de tentar intervir ainda numa fase incipiente do problema, alterando o comportamento dos equipamentos monitorizados, de uma forma automática, com recursos a agentes inteligentes de diagnóstico de falhas. No caso em estudo tenta-se adaptar de forma automática o funcionamento de uma Unidade de Tratamento de Ar (UTA) aos desvios/anomalias detectadas, promovendo a paragem integral do sistema apenas como último recurso. A arquitectura aplicada baseia-se na utilização de técnicas de inteligência artificial, nomeadamente dos sistemas multiagente. O algoritmo utilizado e testado foi construído em Labview®, utilizando um kit de ferramentas de controlo inteligente para Labview®. O sistema proposto é validado através de um simulador com o qual se conseguem reproduzir as condições reais de funcionamento de uma UTA.