DITRANS - a multi-agent system for integrated diagnosis of power transformers

This paper describes the development and the implementation of a multi-agent system for integrated diagnosis of power transformers. The system is divided in layers which contain a number of agents performing different functions. The social ability and cooperation between the agents lead to the final diagnosis and to other relevant conclusions through integrating various monitoring technologies, diagnostic methods and data sources, such as the dissolved gas analysis.

Training control centers' operators in incident diagnosis and power restoration using intelligent tutoring systems

The activity of Control Center operators is important to guarantee the effective performance of Power Systems. Operators’ actions are crucial to deal with incidents, especially severe faults like blackouts. In this paper, we present an Intelligent Tutoring approach for training Portuguese Control Center operators in tasks like incident analysis and diagnosis, and service restoration of Power Systems. Intelligent Tutoring System (ITS) approach is used in the training of the operators, having into account context awareness and the unobtrusive integration in the working environment. Several Artificial Intelligence techniques were criteriously used and combined together to obtain an effective Intelligent Tutoring environment, namely Multiagent Systems, Neural Networks, Constraint-based Modeling, Intelligent Planning, Knowledge Representation, Expert Systems, User Modeling, and Intelligent User Interfaces.

Tratamiento y presencia de las mujeres em la prensa

Este artículo presenta los resultados de un análisis de contenido sobre la representación de la mujer en la prensa española que forma parte de una investigación más amplia que abarca el periodo de 1974-2000. Nuestra investigación supone una importante contribución a otras investigaciones ya que analiza de forma comparativa, sistemática y longitudinal las representaciones sociales y políticas enfocadas en la prensa. Examinamos como en los medios de comunicación los periodistas utilizan frecuentemente distintas referencias para los diferentes tipos de actores a partir de recursos estilísticos que ayudan a enfatizar sus argumentos. En la mayoría de los casos, estos pasan desapercibidos pero en ocasiones se convierten en generalizaciones que parten de ideas preconcebidas y prejuicios. Nuestros resultados demuestran que los actores a los que los medios de comunicación dedican menos espacio son también los que reciben un peor tratamiento. Específicamente, las mujeres reciben una menor atención como colectivo en los medios de comunicación analizados. Además, aparecen como personajes pasivos, no son enfocadas como representantes públicas y son relegadas a la vida privada. Principalmente, las mujeres son enfocadas realizando actividades deportivas, culturales o de entretenimiento o cuando son víctimas, mientras que sólo una minoría de ellas merecen atención efectuando acciones políticas. Después de exponer este diagnóstico, realizaremos propuestas de estilo, lenguaje y producción de noticias para fomentar que los periódicos muestren de forma positiva una sociedad con igualdad de oportunidades.

Celiac disease diagnosis and gluten-free food analytical control

Celiac disease (CD) is an autoimmune enteropathy, characterized by an inappropriate T-cell-mediated immune response to the ingestion of certain dietary cereal proteins in genetically susceptible individuals. This disorder presents environmental, genetic, and immunological components. CD presents a prevalence of up to 1% in populations of European ancestry, yet a high percentage of cases remain underdiagnosed. The diagnosis and treatment should be made early since untreated disease causes growth retardation and atypical symptoms, like infertility or neurological disorders. The diagnostic criteria for CD, which requires endoscopy with small bowel biopsy, have been changing over the last few decades, especially due to the advent of serological tests with higher sensitivity and specificity. The use of serological markers can be very useful to rule out clinical suspicious cases and also to help monitor the patients, after adherence to a gluten-free diet. Since the current treatment consists of a life-long glutenfree diet, which leads to significant clinical and histological improvement, the standardization of an assay to assess in an unequivocal way gluten in gluten-free foodstuff is of major importance.

Condition-Based Diagnosis of Mechatronic Systems Using a Fractional Calculus Approach

While fractional calculus (FC) is as old as integer calculus, its application has been mainly restricted to mathematics. However, many real systems are better described using FC equations than with integer models. FC is a suitable tool for describing systems characterised by their fractal nature, long-term memory and chaotic behaviour. It is a promising methodology for failure analysis and modelling, since the behaviour of a failing system depends on factors that increase the model’s complexity. This paper explores the proficiency of FC in modelling complex behaviour by tuning only a few parameters. This work proposes a novel two-step strategy for diagnosis, first modelling common failure conditions and, second, by comparing these models with real machine signals and using the difference to feed a computational classifier. Our proposal is validated using an electrical motor coupled with a mechanical gear reducer.