Noises: a Nuisance and a Resource. Development of New Decomposition Methods of Noisy Data

Noise is constant presence in measurements. Its origin is related to the microscopic properties of matter. Since the seminal work of Brown in 1828, the study of stochastic processes has gained an increasing interest with the development of new mathematical and analytical tools. In the last decades, the central role that noise plays in chemical and physiological processes has become recognized. The dual role of noise as nuisance/resource pushes towards the development of new decomposition techniques that divide a signal into its deterministic and stochastic components. In this thesis I show how methods based on Singular Spectrum Analysis have the right properties to fulfil the previously mentioned requirement. During my work I applied SSA to different signals of interest in chemistry: I developed a novel iterative procedure for the denoising of powder X-ray diffractograms; I “denoised” bi-dimensional images from experiments of electrochemiluminescence imaging of micro-beads obtaining new insight on ECL mechanism. I also used Principal Component Analysis to investigate the relationship between brain electrophysiological signals and voice emission.

Novel methods of state estimation and parameter identification for high-performance motorcycles

This research activity aims at providing a reliable estimation of particular state variables or parameters concerning the dynamics and performance optimization of a MotoGP-class motorcycle, integrating the classical model-based approach with new methodologies involving artificial intelligence. The first topic of the research focuses on the estimation of the thermal behavior of the MotoGP carbon braking system. Numerical tools are developed to assess the instantaneous surface temperature distribution in the motorcycle's front brake discs. Within this application other important brake parameters are identified using Kalman filters, such as the disc convection coefficient and the power distribution in the disc-pads contact region. Subsequently, a physical model of the brake is built to estimate the instantaneous braking torque. However, the results obtained with this approach are highly limited by the knowledge of the friction coefficient (μ) between the disc rotor and the pads. Since the value of μ is a highly nonlinear function of many variables (namely temperature, pressure and angular velocity of the disc), an analytical model for the friction coefficient estimation appears impractical to establish. To overcome this challenge, an innovative hybrid solution is implemented, combining the benefit of artificial intelligence (AI) with classical model-based approach. Indeed, the disc temperature estimated through the thermal model previously implemented is processed by a machine learning algorithm that outputs the actual value of the friction coefficient thus improving the braking torque computation performed by the physical model of the brake. Finally, the last topic of this research activity regards the development of an AI algorithm to estimate the current sideslip angle of the motorcycle's front tire. While a single-track motorcycle kinematic model and IMU accelerometer signals theoretically enable sideslip calculation, the presence of accelerometer noise leads to a significant drift over time. To address this issue, a long short-term memory (LSTM) network is implemented.

Life cycle assessment (lca) of six separation methods of polyethylene and aluminum in tetra pak

In food and beverage industry, packaging plays a crucial role in protecting food and beverages and maintaining their organoleptic properties. Their disposal, unfortunately, is still difficult, mainly because there is a lack of economically viable systems for separating composite and multilayer materials. It is therefore necessary not only to increase research in this area, but also to set up pilot plants and implement these technologies on an industrial scale. LCA (Life Cycle Assessment) can fulfil these purposes. It allows an assessment of the potential environmental impacts associated with a product, service or process. The objective of this thesis work is to analyze the environmental performance of six separation methods, designed for separating the polymeric from the aluminum fraction in multilayered packaging. The first four methods utilize the chemical dissolution technique using Biodiesel, Cyclohexane, 2-Methyltetrahydrofuran (2-MeTHF) and Cyclopentyl-methyl-ether (CPME) as solvents. The last two applied the mechanical delamination technique with surfactant-activated water, using Ammonium laurate and Triethanolamine laurate as surfactants, respectively. For all six methods, the LCA methodology was applied and the corresponding models were built with the GaBi software version 10.6.2.9, specifically for LCA analyses. Unfortunately, due to a lack of data, it was not possible to obtain the results of the dissolution methods with the solvents 2-MeTHF and CPME; for the other methods, however, the individual environmental performances were calculated. Results revealed that the methods with the best environmental performance are method 2, for dissolution methods, and method 5, for delamination methods. This result is confirmed both by the analysis of normalized and weighted results and by the analysis of 'original' results. An hotspots analysis was also conducted.

Esgrima em cadeira de rodas : pedagogia de ensino a partir das dimensões e contexto da modalidade

Universidade Estadual de Campinas . Faculdade de Educação Física

Pedagogia do esporte : pressupostos para uma teoria da avaliação da aprendizagem = Sport pedagogy: presuppositions for a learning assessment theory

Universidade Estadual de Campinas . Faculdade de Educação Física

Does Training Laparoscopic Skills in a Virtual Reality Simulator Improve Surgical Performance?

Background and Purpose: Several different methods of teaching laparoscopic skills have been advocated, with virtual reality surgical simulation (VRSS) being the most popular. Its effectiveness in improving surgical performance is not a consensus yet, however. The purpose of this study was to determine whether practicing surgical skills in a virtual reality simulator results in improved surgical performance. Materials and Methods: Fifteen medical students recruited for the study were divided into three groups. Group I (control) did not receive any VRSS training. For 10 weeks, group II trained basic laparoscopic skills (camera handling, cutting skill, peg transfer skill, and clipping skill) in a VRSS laparoscopic skills simulator. Group III practiced the same skills and, in addition, performed a simulated cholecystectomy. All students then performed a cholecystectomy in a swine model. Their performance was reviewed by two experienced surgeons. The following parameters were evaluated: Gallbladder pedicle dissection time, clipping time, time for cutting the pedicle, gallbladder removal time, total procedure time, and blood loss. Results: With practice, there was improvement in most of the evaluated parameters by each of the individuals. There were no statistical differences in any of evaluated parameters between those who did and did not undergo VRSS training, however. Conclusion: VRSS training is assumed to be an effective tool for learning and practicing laparoscopic skills. In this study, we could not demonstrate that VRSS training resulted in improved surgical performance. It may be useful, however, in familiarizing surgeons with laparoscopic surgery. More effective methods of teaching laparoscopic skills should be evaluated to help in improving surgical performance.

Posturas ensinadas em Portugal no início da aprendizagem de contrabaixo: relatório de estágio

Resumo I – Prática Pedagógica. No início da aula de contrabaixo pergunta-se: «queres tocar em pé ou sentado?» É uma pergunta que poucos professores fazem, não só porque exige que o aluno saiba tocar das duas maneiras, mas principalmente porque cada professor tem a sua escola e opta por uma forma de ensinar, que acha que é a melhor para o aluno. Será mais conveniente dar a escolher ou determinar a posição com que o aluno vai tocar? Neste trabalho, procuram-se as respostas, analisando as várias posturas que se podem ensinar quando se toca contrabaixo. Começando pela questão elementar de estar sentado ou em pé e passando pelos vários detalhes que determinam o posicionamento do aluno em relação ao instrumento, como por exemplo, a altura a que se põe o instrumento ou a forma de apoio dos pés, acaba-se por fazer uma reflexão sobre a melhor forma de ensinar nos dias de hoje. A prática pedagógica deste ano letivo de estágio, consiste concretamente na observação das posturas adotadas por três alunos em particular. Foram ensinadas novas posturas a dois alunos e aperfeiçoadas as posturas já ensinadas a uma terceira aluna. Os resultados finais foram reveladores para a investigação que foi feita em simultâneo.

Construir uma comunidade de aprendizagem: a aprendizagem cooperativa de conteúdos multimédia fomentada por um ambiente promotor da valorização do conhecimento

Relatório de estágio de mestrado em Ensino de Informática

Datanomiopiskelijat sosiaalisen median käyttäjinä

Tutkimukseni aiheena on tarkastella datanomiopiskelijoita sosiaalisen median käyttäjinä. Sosiaalisen median käyttö opetuksessa on nykypäivänä jo aika yleistä. Erilaisia sosiaalisen median keinoja käytetään jo kaikilla oppiasteilla. Opettajan on tärkeää tuntea eri palvelujen tarkoitukset ja soveltuvuus opetustilanteeseen. Työn tarkoitus on tutkia sosiaalisen median palveluja kuudesta eri näkökulmasta, jotka tukevat opetusta ja oppimista. Näitä ovat verkostoitumispalvelut, virtuaalimaailmat, sisällöllinen kirjoittaminen, verkko-oppimisympäristöt, videoverkkopalvelut ja verkkoviestintäpalvelut. Työssä tutkitaan Lappeenrannan Palvelualojen koulun datanomiopiskelijoiden sosiaalisen median palvelujen käyttämistä sekä kysytään käyttöaktiivisuutta ja mielipidettä palvelujen käyttämiseen opetuksessa. Tutkimustulokset antavat kuvan siitä, minkälaisia sosiaalisen median palveluja opiskelijat käyttävät. Tutkimus osoittaa, että datanomiopiskelijat käyttävät sosiaalisen median palveluja ahkerasti, erityisesti wikiä, blogia ja pikaviestimiä sekä Moodle-oppimisympäristöä. Tutkimuksen perusteella voidaan kehittää opetuksen laatua ja opetusmenetelmiä sosiaalisen median opetuskäyttöä tukevaksi. Opettajan rooli muuttuu sosiaalisen median palvelujen käytön myötä yhä enemmän ohjaavaksi ja tasa-arvoiseksi opiskelijoiden kanssa. Opetus muuttuu yhteisöllisemmäksi ja verkostoituneemmaksi. Opettajan ja opiskelijoiden vuorovaikutustaitojen merkitys korostuu. Myös tulevaisuuden haasteet ja ennen kaikkea mahdollisuudet nousevat esiin. Opetuksen suunnittelussa on hyvä pystyä huomioimaan uudet mahdollisuudet ja käyttää niitä kattavasti.

Les croyances des enseignants et des apprenants adultes quant à la rétroaction corrective à l’oral et la pratique réelle en classe de français langue étrangère en Égypte

Différentes études ont montré que le niveau des futurs enseignants, issus des écoles publiques, en français langue étrangère (FLE) en Égypte est assez faible. Ceux-ci font un grand nombre d’erreurs répétitives à l’oral. Quoique ce manque de précision langagière puisse être dû à plusieurs facteurs, il appert que la rétroaction soit une des variables contribuant à ce phénomène (comme le nombre d’étudiants en classe, la durée du cours, l’âge et la motivation des étudiants, les méthodes d’enseignement, etc.). La rétroaction corrective est généralement définie comme toute correction explicite ou implicite de la part de l’enseignant indiquant que la production de l’apprenant est erronée. Elle est considérée comme indispensable dans les classes de langues secondes (LS) (Shmidt, 1983, 2001 ; Long, 1991, 1996 ; Lightbown, 1998). Pour ces raisons, cette étude porte sur la rétroaction corrective et, plus spécifiquement, sur les croyances des enseignants et des apprenants quant à celle-ci, ainsi qu’à son utilisation dans les classes de FLE en Égypte. Les recherches antérieures indiquent que les croyances des enseignants quant à l’acte d’enseigner influencent leurs pratiques en classe, que les croyances des apprenants influencent leur motivation, leur niveau et leurs efforts déployés pour l’apprentissage de la langue, et qu’une divergence entre les croyances des professeurs et celles des apprenants peut entraîner des effets négatifs sur l’apprentissage de la langue cible, ce qui indique ainsi qu’il est de grande importance d’explorer les croyances. Ainsi, la présente étude vise à explorer les croyances des professeurs égyptiens et celles de leurs étudiants en ce qui a trait à la rétroaction corrective à l’oral, la différence entre ces croyances, et l’identification des pratiques réelles des professeurs afin de décrire à quel point celles-ci reflètent les croyances exprimées. Pour ce faire, un questionnaire a été administré à 175 étudiants et 25 professeurs appartenant à trois universités égyptiennes afin de déterminer leurs croyances déclarées. Des entrevues semi-dirigées et des observations directes ont été réalisées auprès de neuf des 25 professeurs participants pour mieux déterminer leurs croyances et leurs pratiques rétroactives. Les résultats obtenus ont révélé qu’il existe des divergences importantes entre les croyances des professeurs et celles des étudiants, d’un côté, et entre les croyances des professeurs et leur pratique, de l’autre côté. Par exemple, la plupart des étudiants ont déclaré leur opposition à l’utilisation de la reformulation alors que presque la moitié des professeurs ont indiqué être en faveur de cette même technique. Les professeurs ont indiqué que leur choix de techniques rétroactives dépend du type d’erreurs et qu’ils préfèrent inciter les apprenants à s’auto corriger. Cependant, ces mêmes professeurs ont utilisé la reformulation pour corriger la majorité des erreurs de leurs apprenants, quelle que soit leur nature. Nous parvenons ainsi à la conclusion que l’utilisation de la reformulation, qui fait l’objet d’une divergence au niveau des croyances, pourrait être à l’origine du manque de précision langagière rapporté par les chercheurs.

The 'algebra as object' analogy: a view from school

Treating algebraic symbols as objects (eg. “‘a’ means ‘apple’”) is a means of introducing elementary simplification of algebra, but causes problems further on. This current school-based research included an examination of texts still in use in the mathematics department, and interviews with mathematics teachers, year 7 pupils and then year 10 pupils asking them how they would explain, “3a + 2a = 5a” to year 7 pupils. Results included the notion that the ‘algebra as object’ analogy can be found in textbooks in current usage, including those recently published. Teachers knew that they were not ‘supposed’ to use the analogy but not always clear why, nevertheless stating methods of teaching consistent with an‘algebra as object’ approach. Year 7 pupils did not explicitly refer to ‘algebra as object’, although some of their responses could be so interpreted. In the main, year 10 pupils used ‘algebra as object’ to explain simplification of algebra, with some complicated attempts to get round the limitations. Further research would look to establish whether the appearance of ‘algebra as object’ in pupils’ thinking between year 7 and 10 is consistent and, if so, where it arises. Implications also are for on-going teacher training with alternatives to introducing such simplification.

Español como lengua extranjera : un estudio de métodos de enseñanza

This essay concerns methods of teaching, with the focus being mainly on methods of grammar, interaction, oral methods and the real context. The purpose of the study is to examine different methods used in the education of Spanish as a foreign language, as well as to show the effect of those methods. The investigation is based on the following questions: Which methods are used by teachers of Spanish as a foreign language? Which of these methods would be the most effective ones when it comes to learning? The methods of investigation used in the study are: search in related literature and interviews. The interviews are made with three teachers of Spanish as a foreign language in Sweden, and the analysis includes a comparison between the responses and the theories found in the literature. The result of the investigation shows that the effect of several of the methods depends on the students involved, their motivation and personalities. Another conclusion made is the fact that dialogues are regarded as effective and of good use in the teaching of a foreign language. Working in groups is moreover considered an excellent method according to the result of this study.

A história do centro de educação integrada Monsenhor Honório: surgimento e contribuições (Macau /RN - 1956 1966)

The present study objective to construct to the Education‟s History of Centro de Educação Integrada Monsenhor Honório in Macau, in the state of the Rio Grande do Norte. By means of the examination of this Institution of education, we intend to analyze its educative practical in the Fifties years, that this was the first one to offer gymnasial course and, over all, for having formed doctors, engineers, teachers, bachelors and economists in the city and the region during five decades of functioning. For this we use the records as documentary sources available in the institution, in newspapers and in public and private archives in the capital and the interior, beyond interview with former-employees, former-pupils and people who had participated of its creation and, consequently, they had made and they are part of this history. The institution‟s history helped to us to comment the reading of Macau‟s education, propitiating us reflections about pedagogical practical, methods of teaching and school regiment, in the perspective to understand a past still so present and all process for which passed the education, in the context of the proper Macau‟s history. The search results lead us to evidence that the creation of this school, in 1956, represented a landmark in the education of this municipal district, contributing of decisive form in the formation of the macauenses

As Concepções da mobilidade e acessibilidade urbana aplicadas à implementação do ensino de física: uma interface pedagógica para sedimentação de conhecimentos

Abstract:It boards a study about the methodology applied in the classroom, with emphasis at the Physic teaching, but could be taken to the other matters of high school, mainly to that alumns with school delay and that needs a pedagogics resources to get the aproach of them to the subject showed trying to improve their learnship. The study was developed through the bibliographic research methodology, associated to the induce resource that allows to evaluate the methods of teaching praticed actually at High Schools, as the private as the public, to give to the teachers the resources that should change the dificulties of learning with prejudice the classmates performances. The results reacheds demonstrated that is perfectly possible to augment the physic teaching body, taking in consideration the expansion of the profit at the teaching­learnig procces, besides having allowed to shows that this methodology porpouse could be takes to others subjects of the High School to became this phase of school more suitable to the necessities of society. It concludes that the brazilian Education could receive a lot of augments, from the professional criativity on always that inside the classroom, really close of the problems showed by the classmates about learning collecting

Contribuições da CADES para a Educação (Matemática) Secundária no Brasil: uma Descrição da Produção Bibliográfica (1953-1971)

The so called Campaign for the Improvement and Diffusion of High School (in Portuguese, CADES) took place between 1953 and 1971, in Brazil. During this period, the Campaign published or helped publish dozens of books, in different teaching areas, and several of them were located by the authors of this article. These books guided high school teachers with respect to curriculum planning, legal aspects and methods of teaching. In this article, we contextualize historically this Campaign and also mention its objectives. We briefly describe some of the books found - especially those related to the teaching of mathematics - in order to open perspectives for future approaches and research that can be done based on this written material. Our main aim is to discuss its orientations and to provide ingredients that enable the construction of considerations related to this perspective of training mathematics teachers during a period when there were few colleges and universities to prepare teachers in Brazil.