49 resultados para Evidência


Relevância:

10.00% 10.00%

Publicador:

Resumo:

In the last three decades, the subject of the teacher's social identity has been discussed under various theoretical focuses, not only in Brazil, but also beyond our borders. In this thesis, the theme is approached starting from the theoretical proposal that has been developed by Domingos Sobrinho (1994), which is strongly based in the epistemological approach between Pierre Bourdieu’s praxiology and the Theory of the Social Representations formulated by Serge Moscovici. It presupposes that this would make it easier to apprehend the process of construction of social identity of the investigated social group. The universe of the research is constituted by teachers of the fundamental teaching of the municipal district of Maracanaú, state of Ceará, that were active in class-room work there during at least three years, and were registered or had concluded the Course of Educational Formation promoted by UECE in that municipal district. Taking into account that the teacher's social identity is a process in permanent construction, resulting of their daily experiences and of the interferences originated from of the social context, the investigative tasks were implemented in two different stages, although they complement each other. Initially, with the objective of putting in evidence the genesis of the formation of that group’s habitus, an analysis of the family and school lives of eleven teachers who participated in the course was made, using as main sources of data: thematic memorials, semi-structured interviews and observations - inside and out of the class-room – during four school semesters. In the second stage a test of free association of words was applied to 426 teachers, seeking to apprehend the structure of the social representations of family and school – a methodological strategy considered necessary to enhance and identify certain outlines of the habitus in study, besides being in agreement with the theoretical model followed. It became evident from the results that the identity of Maracanaú’s teachers is molded and transformed into a multifaceted dynamic unit that shows successes and mistakes, certainties and doubts. For instance, besides an innovative speech seeking to reassure that teaching is a profession and not a simple vocation or mission, some discourse and attitudes are identified that point to the opposite direction, extolling the school as extension of the family, defending a parental relationship with the students, and looking at certain aspects of daily school life as “sacramental”. However, in the light of science such ambiguities and incoherences are inherent to common sense discourse, where the influences of the patterns and cultural references are present in the process of identity construction of the group, which was confirmed by the research of their social representations of family and school

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This investigation proposes to analyze the teaching practice in the Child Education, considering the childhood and the Child Education conceptions declared by the teachers. It was opted as methodological approach the qualitative conception of research, marking a critical perspective of the subjects, and their relations in the educational processes. It was privileged as instruments of construction of the data, the observation of the practices of the teachers developed in the ordinary day, the semistructured interviews, and the documental analysis to complement information, through the developing report of the students, done by the teachers in the end of the teaching year. This way, from the understanding of the childhood in a social perspective, and historically constructed, considering the concrete children insertion in the social reality and the child as a whole subject and by rights, it was developed the interpretative analysis of the data. The investigated reality showed that the childhood conceptions linked to the comprehension of child and child development, declared by the teachers, subjects of the research, have been associated, in some aspects, to the present thought of thinking and acting in relation to the small child, evidencing, consequently, several limitations of pedagogical order, and the demanding evidence of a bigger development of the teachers about the question.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

La inclusión actual está siendo orientada por diversos principios, tales como la cooperación, aceptación de las diferencias individuales, valoración de cada individuo y convivencia dentro de la diversidad. En esta perspectiva, se entiende la educación como un proceso, en que todos los alumnos con necesidades educativas especiales tienen el derecho de escolarización en el salón de clase general, visando el desarrollo máximo de su potencial. Es en la interacción con los otros que los niños desarrollan efectivamente sus capacidades, aprenden a descubrir al otro como portador de valores y, como consecuencia de esa relación, a tener más confianza en sí mismo. Es por lo tanto necesario que las influencias educativas sean recíprocas y que en la convivencia escolar, puedan ser constantes las relaciones interpersonales. Así, haciendo con que cada niño sea introducido a la vivencia de la ciudadanía, al aprendizaje que va más allá de los contenidos escolares y envolviendo también la construcción de valores, hábitos y actitudes. Con base en estos aspectos, nuestro trabajo tuvo como objetivo la interacción entre niños con síndrome de Down y sus compañeros, en dos clases regulares de una escuela pública em el nível de educación infantil, en la ciudad de Natal/RN. En este sentido, realizamos un estudio de caso con dos niños, envolviendo observación, aplicación de entrevistas y cuestionarios, además de la utilización de la sociometría. Los datos analizados apuntan la existencia de un espíritu de cooperación entre los niños, del respeto a la diversidad y también a sus limitaciones. Estos son valores que están siendo construidos y que son percibidos claramente en lo cotidiano de la escuela. De igual modo, de esta convivência resulta la construcción de vínculos afectivos y sociales entre los niños que presentan el síndrome de Down y sus compañeros, siendo estos similares a los desarrollados entre los niños en general. Sin embargo, se evidencia todavía, la necesidad de un incentivo mayor por parte de la comunidad escolar para que sean establecidos vínculos más significativos

Relevância:

10.00% 10.00%

Publicador:

Resumo:

The present thesis is an analysis of Adrien-Marie Legendre s works on Number Theory, with a certain emphasis on his 1830 edition of Theory of Numbers. The role played by these works in their historical context and their influence on the development of Number Theory was investigated. A biographic study of Legendre (1752-1833) was undertaken, in which both his personal relations and his scientific productions were related to certain historical elements of the development of both his homeland, France, and the sciences in general, during the 18th and 19th centuries This study revealed notable characteristics of his personality, as well as his attitudes toward his mathematical contemporaries, especially with regard to his seemingly incessant quarrels with Gauss about the priority of various of their scientific discoveries. This is followed by a systematic study of Lagrange s work on Number Theory, including a comparative reading of certain topics, especially that of his renowned law of quadratic reciprocity, with texts of some of his contemporaries. In this way, the dynamics of the evolution of his thought in relation to his semantics, the organization of his demonstrations and his number theoretical discoveries was delimited. Finally, the impact of Legendre s work on Number Theory on the French mathematical community of the time was investigated. This investigation revealed that he not only made substantial contributions to this branch of Mathematics, but also inspired other mathematicians to advance this science even further. This indeed is a fitting legacy for his Theory of Numbers, the first modern text on Higher Arithmetic, on which he labored half his life, producing various editions. Nevertheless, Legendre also received many posthumous honors, including having his name perpetuated on the Trocadéro face of the Eiffel Tower, which contains a list of 72 eminent scientists, and having a street and an alley in Paris named after him

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Cette recherche à comme but montrer l'importance de la formation des enseignants pour la média télévisive. Réaliser le potentiel des stratégies de formation, comme des éléments essentiels pour faire les enseignants professionnels capables de développer des interventions éducatives pour la lecture critique de la média télévisive. le travail repose sur l'apport conceptuel prévu spécialement par Belloni (2001), Buckingham (2005, 2007), Elias (1998), Fantin (2007), Fischer (2001, 2007), Imbernón (2009), Placco e Souza (2006), Ramalho, Nuñez e Gauthier (2004) e Tardif (2002). Organiser un groupe de discussion avec la participation des enseignants dans les écoles publiques de ville, en ayant des réunions périodiques pour la réalisation de discussions autour de l'arbre de la média télévisive et l'éducation. Le travail emploie des stratégies de formation, en ayant le but de promouvoir le développement de l'enseignement et l'apprentissage des enseignants concernés. Il utilise la méthodologie de recherche-action-formation, en se fondant sur des déclarations de Thiollent (2007) et de Vosgerau (2009). Ce travail applique l'analyse du contenu de Bardin (2009), pour aider à l'organisation des catégories émergées à partir des données recueillies. Il croit à une possible spécificité de la formation des enseignants pour l'utilisation critique de la média télévisive, en considérant le potentiel créatif de l'enseignant, le contexte personnel et de la performance professionnelle, leurs expériences avec les médias de télévision, ainsi que celles des étudiants, et la capacité de réfléchir sur la pratique, et c'est ça la thèse de cette recherche

Relevância:

10.00% 10.00%

Publicador:

Resumo:

In the last three decades, the subject of the teacher's social identity has been discussed under various theoretical focuses, not only in Brazil, but also beyond our borders. In this thesis, the theme is approached starting from the theoretical proposal that has been developed by Domingos Sobrinho (1994), which is strongly based in the epistemological approach between Pierre Bourdieu s praxiology and the Theory of the Social Representations formulated by Serge Moscovici. It presupposes that this would make it easier to apprehend the process of construction of social identity of the investigated social group. The universe of the research is constituted by teachers of the fundamental teaching of the municipal district of Maracanaú, state of Ceará, that were active in class-room work there during at least three years, and were registered or had concluded the Course of Educational Formation promoted by UECE in that municipal district. Taking into account that the teacher's social identity is a process in permanent construction, resulting of their daily experiences and of the interferences originated from of the social context, the investigative tasks were implemented in two different stages, although they complement each other. Initially, with the objective of putting in evidence the genesis of the formation of that group s habitus, an analysis of the family and school lives of eleven teachers who participated in the course was made, using as main sources of data: thematic memorials, semi-structured interviews and observations - inside and out of the class-room during four school semesters. In the second stage a test of free association of words was applied to 426 teachers, seeking to apprehend the structure of the social representations of family and school a methodological strategy considered necessary to enhance and identify certain outlines of the habitus in study, besides being in agreement with the theoretical model followed. It became evident from the results that the identity of Maracanaú s teachers is molded and transformed into a multifaceted dynamic unit that shows successes and mistakes, certainties and doubts. For instance, besides an innovative speech seeking to reassure that teaching is a profession and not a simple vocation or mission, some discourse and attitudes are identified that point to the opposite direction, extolling the school as extension of the family, defending a parental relationship with the students, and looking at certain aspects of daily school life as sacramental . However, in the light of science such ambiguities and incoherences are inherent to common sense discourse, where the influences of the patterns and cultural references are present in the process of identity construction of the group, which was confirmed by the research of their social representations of family and school

Relevância:

10.00% 10.00%

Publicador:

Resumo:

We present here the results of a study whose objectives were to identify the social representation of being a professor of early childhood education in Campina Grande - PB, in the public state and municipal levels, and detect structural diagrams of a possible mental habitus of professorial faculty of education child, which would form the basis for the construction of this representation. As a theoretical base, we adopted the model developed by Domingos Sobrinho (1998, 2000, 2003, 2010, 2011), which articulates the Theory of Social Representations, Serge Moscovici, and the foundations and concepts of Pierre Bourdieu praxiology. It is based also on the Central Nucleus Theory, which focuses on the structural approach of social representations. Thus, puts in evidence the relational dynamics and symbolic, through which individuals come into contact, describe, understand and reproduce the outside world in his image and likeness. 199 teachers participated in the study of child care and pre-schools of Campina Grande - PB and 109 of the state. The methods and techniques used were: a) participant observation of everyday life of teachers of kindergartens and preschools, b) semi-structured interview, c) free associations of words with inducing the expression 'being a professor of early childhood education is ...' and d) semi-structured questionnaire. The data were analyzed in the case of interviews through the categorical content analysis, as proposed by Bauer (2010); free-associations, using the software Ensemble L'Analyse des Programmes Permettant evocations (EVOC), developed by Vergès (2002), which combines frequency and average order of recall (or association) and the questionnaire data, the Statistical Package for the Social Sciences (SPSS). It was verified the existence of a unique social representation shared by the population studied, but its content is structured differently. For local teachers, the centrality of the content is given by the elements commitment, dedication, responsibility, and rewarding teachers for this state revolves around the elements of love, patience, and rewarding responsibility. However, it is constructed mainly based on the related produced by a religious habitus and maternal habitus, which are part of the genesis of the establishment of professorial habitus in focus, among other cultural references of secondary influence. We conclude that a teacher of early childhood education actually researched, is materialized in the practices of educating and caring, in a clear fusion of the role of teacher and mother

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Evidence of learning object like representation to social teachings that active in the education of young and adult with the point of view of the ―To be teacher‖ in this modality of teaching, to direct the intention, this research is way, understand the existence of this representation in center acting teachers in the initial periods of the EJA in the Rio Grande do Norte and its reasoning the theories of social representation (MOSCOVICI, 1978, 2003; JODELET, 2001; ABRIC, 1998). We interviewed one hundred and ten (110) teachers who work at schools in the Metropolitan Regions of Natal. We use two procedures: focal group (GATTI, 2005) and multiple classification analysis MCA (ROAZZI, 1995).Thus us with the focal group, attended by eight (08) teachers and seek to know understanding their ideas about EJA, what was possible from the content analysis (BARDIN, 1977; FRANCO, 2007) of the following category: the teacher s view of the EJA context. Developing the MCA, we met twenty (20) teachers in the first stage, free-word association technique FAT (ABRIC, 1998), and ninety in the second stage, including the participants of the focal group. The results of this procedure were submitted to multidimensional analysis and content analysis. The first showed three facets: having and being teacher dimension (ideal), which was about the example teacher s characteristics and behaviors; teacher/ student relation which was about the difficulties and doubts of this relationship as well as its success; at last, conflicting dimension from/ with practice, based on the conflicts experienced by the teachers as EJA workers. Content analysis based on the theme organization from the interpreted data showed four categories: resources to be a teacher which also brought out the definition of an ideal teacher; talk about teaching which disclosed teachers thoughts about the knowledge and being a teacher; obstacles to EJA which showed situations and conditions that prejudice EJA development; and also admission as EJA teacher: viewing reasons which revealed the reasons why teachers went to EJA even though they were formed to deal with children. The conjoint analysis us evidenced the little the dominion of the teachers a participation these search at respect of origin, of the meaning of the character while the singular of EJA modality of teaching the conformation of the social representation from the ―To be‖ on the general vision dissociating with it of inexistence of a social representation of ―to be teacher of the EJA‖ white striking element in the reference at singularity that define the related modality of teaching

Relevância:

10.00% 10.00%

Publicador:

Resumo:

The thesis presents a systematic description about the meaning, as Skemp, relational understanding and understanding instrumental, in the context of mathematics learning, being that we had as a guide his understanding of the schema. Especially, we analyze some academic productions, in the area of Mathematics Education, who used the categories of understanding relational and instrumental understanding how evaluative instrument and we see that in most cases the analysis is punctual. Being so, whereas the inherent understanding relational schema has a network of connected ideas and non-insulated, we investigated if the global analysis, where it is the understanding of the diversity of contributory concepts for formation of the concept to be learned, is more appropriate than the punctual, where does the understanding of concepts so isolated. For this, we apply a teaching module, having as main content the Quaternos Pythagoreans using History of Mathematics and the work of Bahier (1916). With the data we obtained the teaching module to use the global analysis and the punctual analysis, using research methodology the Case Study, and consequently we conduct our inferences about the levels of understanding of the subject which has made it possible for us to investigate the ownership of global analysis at the expense of punctual analysis. On the opportunity, we prove the thesis that we espouse in the course of the study and, in addition, we highlight as a contribution of our research evidence of need for a teaching of mathematics that entices the relational understanding and that evaluation should be global, being necessary to consider the notion of schema and therefore know the schematic diagram of the concept that will be evaluated

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Presenta un estudio acerca de las prácticas educativas en las escuelas ancladas a la utilización de los medios de comunicación y tecnologías educativas. Pretende dar a conocer, como los medios tecnológicos se constituyen en la actualidad, más precisamente en la educación. Como sujetos sociales, los niños de la investigación usan esos medios. Trata los problemas relacionados con las formas de ver el lugar de la vida de los niños, mediado por las herramientas técnicas, campos técnicos de varios idiomas. La investigación plantea una discusión de cómo podemos promover un encuentro de las prácticas escolares educativas mediados por la tecnología, aplicadas al contexto educativo y la experiencia de los estudiantes. La posible respuesta a cómo el maestro puede replantearse su papel como educador y tratar de construir, junto con el alumno, los conocimientos de manera significativa

Relevância:

10.00% 10.00%

Publicador:

Resumo:

El presente trabajo es el resultado de una investigación llevada a cabo con un grupo de etnia romaní Calon, en el territorio de Seridó, específicamente la ciudad de Florânia, estado do Rio Grande do Norte / RN, como un lugar con la Escola Municipal de Domingas Francelina das Neves . El grupo se trasladó a las pruebas de un nuevo espacio en la ciudad en los principios de l980, la construcción de casas para vivir de esta manera y fundar una escuela para sus hijos, desde el consumo de una cultura diferente a la manera de vivir y estar en el mundo, si los usuarios que hacen de las políticas públicas establecidas grupos sociales. Hemos elegido como base para el análisis de la importancia teórica y metodológica de la Escuela de Cultura Cultura Historia, conceptos y prácticas, estrategias y tácticas (Michel de Certeau), la entrevista completa (Kaufmann) y la memoria (Le Goff). Como una estrategia en la investigación de campo, se utiliza la técnica de observación participante (Minayo). En este trabajo, encontramos el ejercicio de la educación para la vida familiar, la práctica social y cultural de los gitanos, el trabajo de la institución de educación y los elementos postulada por los teóricos que abordan los cambios en los estilos de vida de la inclusión en la escuela, las culturas silenciadas o negada. La investigación representa una labor de diálogo intercultural en una investigación como resultado de intensas búsquedas en fuentes documentales y de archivo, después de haber sido un cuerpo empírico, con material de lectura en los archivos públicos de la Cidade de Florânia, Escola Municipal de archivo Domingas Francelina das Neves entrevistas, fotografías, películas, cuadernos, documentos personales y diarios de circulación nacional. Nuestra investigación tuvo como resultado en los estudios de la cultura escolar y la escuela, el lugar de la escuela como un instrumento de inclusión social de grupos marginados y los grupos étnicos, sin poder, los estudios para la comprensión de la convivencia con los distintos temas de la diversidad, así como la comprensión y posibilidades de la formulación de declaraciones de política, teniendo como punto de partida las prácticas sociales y culturales de la rutina escolar

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This thesis describes and analyzes the trajectory of education of an educator-teacher group to become tutor of memorials (final work of the course Normal Superior in Instituto de Educação superior President Kennedy IFESP-Natal-RN). The writing of memorials (self-biographical writing) propitiates to the pupil that writes a reflection on his/her student and professional life, and to whom guides an evolution in his/her professional education. From the methodological point of view, we adopt an etnomethodological perspective of qualitative approach which describes the reality of real citizens inserted in a real situation of education. It is constituted of participants of the research of 32 educator-teachers, deriving of three different areas of academic formation. The instruments of data collection consist of eight life histories, 32 contextualization applications of the participants of the research, interviews with two consultants of the project, as well as some documents. The results of the analyses put in evidence that the education of the educator-teacher goes for two parallel ways: the first deals with the experiences, interactions and elements of daily practice; the second with the academy experiences where the educator-teacher searches the post-graduation courses. The integration of these two ways defines the educator-teacher identity with foundation in knowings that constitute in the exercise of guidance of memorials. The teachers knowings are considered insufficient by the majority and others knowings are mobilized to the knowing to be educator-teacher, memorial tutor. The thesis concludes that the trajectory of the educator-teacher constitutes an educator experience, in the direction of that implies an articulation among the learnings, abilities and knowings, to support the pupil in self-discovery, and that these multiple experiences favor the education of these teachers

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Venous ulcers are lesions resulting from chronic venous insufficiency, venous valvular abnormalities and venous thrombosis. Its occurrence has been growing with the increase in life expectancy of the world population. Considered as fundamental aspects in the approach to the person with venous ulcer care with the interdisciplinary approach, adoption of protocol-specific knowledge, technical skill, coordination between levels of care complexity of the Health System and active participation of patients and their families, a holistic perspective. The construction of a clinical protocol for people with venous ulcers can help professionals of high complexity services in patient assessment and the establishment of quality care in a systematic way and focused on the factors that interfere with wound healing. Thus, this study aimed to analyze the evidence of validation of a clinical protocol for people with venous ulcers treated at high-complexity services. This is a methodological study with a quantitative approach, developed in three stages: literature review, evidence of content validity and evidence of validation in the clinical context. Approved by the Federal University of Rio Grande do Norte Research Ethics Committee (Opinion: 147.452 and CAAE: 07556312.0.0000.5537). The literature review was conducted in August and September 2012, becoming the basis for the construction of the protocol. Then the evidence of content validity, which included 53 judges (experts) selected by the Lattes platform to evaluate the protocol items was performed. The judges were contacted by e-mail and rated the protocol via Google Docs . After analyzing the ratios obtained in this step, which reported kappa between 0.75 and 0.96 and between 0.80 and 0.98 IVC, and the suggestions of the judges, the protocol was adjusted and subjected to empirical evidence to validate the clinical setting at the University Hospital Onofre Lopes in Natal / RN. Evidence of validation in the clinical setting involved 4 judges who acted in pairs (paired) evaluated 32 patients with venous ulcers in the clinical context of high complexity. In both stages, we used the Kappa Index and Content Validity Index to analyze the responses of the judges. The parameters set as acceptable for these indices were: Kappa ≥ 0.61 and Content Validity Index > 0.80. Any evidence of content validity, as evidence of validation in the clinical context, the protocol items that have not reached Kappa and Content Validity Index established indices were excluded and some items were modified or added after suggestions. The process of content validation evidence and evidence of validation in the clinical setting allowed the improvement of the protocol for the care of people with venous ulcers initially proposed. The initial version of the protocol, built from the literature, contained 15 categories and 108 items; after evidence of content validity, remained the reduction to 15 categories with 91 items; the final version, clinically validated, is composed of the same 15 categories, 76 items. The protocol was validated in its content and in the clinical aspect, so we accepted the alternative hypothesis in the study. This protocol may contribute to the care system, allowing tailor behaviors and promote greater resolution in the treatment of people with venous ulcers in health services of high complexity

Relevância:

10.00% 10.00%

Publicador:

Resumo:

A modeling of criterias and alternatives is through and applied a questionnaire based on method AHP to proprietors of gas stations. The considered alternatives had been the maintenance of the current state with electric energy of the deliverer and the generation in small scale based on the natural gas. The used criteria had been Cost of the Investment, Final Cost of the Energy, Operational cost, Ambient Benefits, Risk and Variation of Costs. The study it was carried through in the city of Natal, RN in ranks that make use of the natural as for resale, where the generation alternative on the basis of the available gas is present. The main results evidence in a dimension the viability of use of method AHP with questionnaire by means of validation of the judgments with analysis of variance beyond proper the normal mechanisms of analysis of consistency to the method. The main results of the analysis help to show that in this in case that the profile of models of criteria and judgments of the actors is similar, with the final evidence of that it has a dominance of the maintenance of the energy of the deliverer. The main criterion to influence this decision was the risk

Relevância:

10.00% 10.00%

Publicador:

Resumo:

The search for ever smaller device and without loss of performance has been increasingly investigated by researchers involving applied electromagnetics. Antennas using ceramics materials with a high dielectric constant, whether acting as a substract element of patch radiating or as the radiant element are in evidence in current research, that due to the numerous advantages offered, such as: low profile, ability to reduce the its dimensions when compared to other devices, high efficiency of ratiation, suitability the microwave range and/or millimeter wave, low temperature coefficient and low cost. The reason for this high efficiency is that the dielectric losses of ceramics are very low when compared to commercially materials sold used in printed circuit boards, such as fiberglass and phenolite. These characteristics make ceramic devices suitable for operation in the microwave band. Combining the design of patch antennas and/or dielectric resonator antenna (DRA) to certain materials and the method of synthesis of these powders in the manufacture of devices, it s possible choose a material with a dielectric constant appropriate for the design of an antenna with the desired size. The main aim of this work is the design of patch antennas and DRA antennas on synthesis of ceramic powders (synthesis by combustion and polymeric precursors - Pe- chini method) nanostructured with applications in the microwave band. The conventional method of mix oxides was also used to obtain nanometric powders for the preparation of tablets and dielectric resonators. The devices manufactured and studied on high dielectric constant materials make them good candidates to have their small size compared to other devices operating at the same frequency band. The structures analyzed are excited by three different techniques: i) microstrip line, ii) aperture coupling and iii) inductive coupling. The efficiency of these techniques have been investigated experimentally and compared with simulations by Ansoft HFSS, used in the accurate analysis of the electromagnetic behavior of antennas over the finite element method (FEM). In this thesis a literature study on the theory of microstrip antennas and DRA antenna is performed. The same study is performed about the materials and methods of synthesis of ceramic powders, which are used in the manufacture of tablets and dielectric cylinders that make up the devices investigated. The dielectric media which were used to support the analysis of the DRA and/or patch antennas are analyzed using accurate simulations using the finite difference time domain (FDTD) based on the relative electrical permittivity (er) and loss tangent of these means (tand). This work also presents a study on artificial neural networks, showing the network architecture used and their characteristics, as well as the training algorithms that were used in training and modeling some parameters associated with the devices investigated