912 resultados para Fuzzy sliding mode control
Resumo:
In this thesis, the main point of interest is the robust control of a DC/DC converter. The use of reactive components in the power conversion gives rise to dynamical effects in DC/DC converters and the dynamical effects of the converter mandates the use of active control. Active control uses measurements from the converter to correct errors present in the converter’s output. The controller needs to be able to perform in the presence of varying component values and different kinds of disturbances in loading and noises in measurements. Such a feature in control design is referred as robustness. This thesis also contains survey of general properties of DC/DC converters and their effects on control design. In this thesis, a linear robust control design method is studied. A robust controller is then designed and applied to the current control of a phase shifted full bridge converter. The experimental results are shown to match simulations.
Resumo:
Switching power supplies are usually implemented with a control circuitry that uses constant clock frequency turning the power semiconductor switches on and off. A drawback of this customary operating principle is that the switching frequency and harmonic frequencies are present in both the conducted and radiated EMI spectrum of the power converter. Various variable-frequency techniques have been introduced during the last decade to overcome the EMC problem. The main objective of this study was to compare the EMI and steady-state performance of a switch mode power supply with different spread-spectrum/variable-frequency methods. Another goal was to find out suitable tools for the variable-frequency EMI analysis. This thesis can be divided into three main parts: Firstly, some aspects of spectral estimation and measurement are presented. Secondly, selected spread spectrum generation techniques are presented with simulations and background information. Finally, simulations and prototype measurements from the EMC and the steady-state performance are carried out in the last part of this work. Combination of the autocorrelation function, the Welch spectrum estimate and the spectrogram were used as a substitute for ordinary Fourier methods in the EMC analysis. It was also shown that the switching function can be used in preliminary EMC analysis of a SMPS and the spectrum and autocorrelation sequence of a switching function correlates with the final EMI spectrum. This work is based on numerous simulations and measurements made with the prototype. All these simulations and measurements are made with the boost DC/DC converter. Four different variable-frequency modulation techniques in six different configurations were analyzed and the EMI performance was compared to the constant frequency operation. Output voltage and input current waveforms were also analyzed in time domain to see the effect of the spread spectrum operation on these quantities. According to the results presented in this work, spread spectrum modulation can be utilized in power converter for EMI mitigation. The results from steady-state voltage measurements show, that the variable-frequency operation of the SMPS has effect on the voltage ripple, but the ripple measured from the prototype is still acceptable in some applications. Both current and voltage ripple can be controlled with proper main circuit and controller design.
Resumo:
A high-frequency cyclonverter acts as a direct ac-to-ac power converter circuit that does not require a diode bidge rectifier. Bridgeless topology makes it possible to remove forward voltage drop losses that are present in a diode bridge. In addition, the on-state losses can be reduced to 1.5 times the on-state resistance of switches in half-bridge operation of the cycloconverter. A high-frequency cycloconverter is reviewed and the charging effect of the dc-capacitors in ``back-to-back'' or synchronous mode operation operation is analyzed. In addition, a control method is introduced for regulating dc-voltage of the ac-side capacitors in synchronous operation mode. The controller regulates the dc-capacitors and prevents switches from reaching overvoltage level. This can be accomplished by variating phase-shift between the upper and the lower gate signals. By adding phase-shift between the gate signal pairs, the charge stored in the energy storage capacitors can be discharged through the resonant load and substantially, the output resonant current amplitude can be improved. The above goals are analyzed and illustrated with simulation. Theory is supported with practical measurements where the proposed control method is implemented in an FPGA device and tested with a high-frequency cycloconverter using super-junction power MOSFETs as switching devices.
Resumo:
Human activity recognition in everyday environments is a critical, but challenging task in Ambient Intelligence applications to achieve proper Ambient Assisted Living, and key challenges still remain to be dealt with to realize robust methods. One of the major limitations of the Ambient Intelligence systems today is the lack of semantic models of those activities on the environment, so that the system can recognize the speci c activity being performed by the user(s) and act accordingly. In this context, this thesis addresses the general problem of knowledge representation in Smart Spaces. The main objective is to develop knowledge-based models, equipped with semantics to learn, infer and monitor human behaviours in Smart Spaces. Moreover, it is easy to recognize that some aspects of this problem have a high degree of uncertainty, and therefore, the developed models must be equipped with mechanisms to manage this type of information. A fuzzy ontology and a semantic hybrid system are presented to allow modelling and recognition of a set of complex real-life scenarios where vagueness and uncertainty are inherent to the human nature of the users that perform it. The handling of uncertain, incomplete and vague data (i.e., missing sensor readings and activity execution variations, since human behaviour is non-deterministic) is approached for the rst time through a fuzzy ontology validated on real-time settings within a hybrid data-driven and knowledgebased architecture. The semantics of activities, sub-activities and real-time object interaction are taken into consideration. The proposed framework consists of two main modules: the low-level sub-activity recognizer and the high-level activity recognizer. The rst module detects sub-activities (i.e., actions or basic activities) that take input data directly from a depth sensor (Kinect). The main contribution of this thesis tackles the second component of the hybrid system, which lays on top of the previous one, in a superior level of abstraction, and acquires the input data from the rst module's output, and executes ontological inference to provide users, activities and their in uence in the environment, with semantics. This component is thus knowledge-based, and a fuzzy ontology was designed to model the high-level activities. Since activity recognition requires context-awareness and the ability to discriminate among activities in di erent environments, the semantic framework allows for modelling common-sense knowledge in the form of a rule-based system that supports expressions close to natural language in the form of fuzzy linguistic labels. The framework advantages have been evaluated with a challenging and new public dataset, CAD-120, achieving an accuracy of 90.1% and 91.1% respectively for low and high-level activities. This entails an improvement over both, entirely data-driven approaches, and merely ontology-based approaches. As an added value, for the system to be su ciently simple and exible to be managed by non-expert users, and thus, facilitate the transfer of research to industry, a development framework composed by a programming toolbox, a hybrid crisp and fuzzy architecture, and graphical models to represent and con gure human behaviour in Smart Spaces, were developed in order to provide the framework with more usability in the nal application. As a result, human behaviour recognition can help assisting people with special needs such as in healthcare, independent elderly living, in remote rehabilitation monitoring, industrial process guideline control, and many other cases. This thesis shows use cases in these areas.
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The energy consumption of IT equipments is becoming an issue of increasing importance. In particular, network equipments such as routers and switches are major contributors to the energy consumption of internet. Therefore it is important to understand how the relationship between input parameters such as bandwidth, number of active ports, traffic-load, hibernation-mode and their impact on energy consumption of a switch. In this paper, the energy consumption of a switch is analyzed in extensive experiments. A fuzzy rule-based model of energy consumption of a switch is proposed based on the result of experiments. The model can be used to predict the energy saving when deploying new switches by controlling the parameters to achieve desired energy consumption and subsequent performance. Furthermore, the model can also be used for further researches on energy saving techniques such as energy-efficient routing protocol, dynamic link shutdown, etc.
Resumo:
This study compared approximately 50 grade 12 students studying In th~ co-operative education mode with approximately 50 grade 12 students studying in a traditional English course. Measures of self-esteem, locus of control and work habits were compared before and at the conclusion of one semester's involvement in the different programs. Using Coopersmith's Self-Esteem Inventory, the students who had chosen to study in the co-operative education mode scored significantly higher than the students in the traditional course. At the end of the semester, the co-operative education students' scores remained significantly higher than the English students'. Although the test showed no sjgnifi~ant changes in self-esteem. anecdotal reports indicated that co-operative education students had increased self-esteem over the semester. No significant differences in locus of control were observed between the two groups at any time. Significant differences in work habits were observed. While both groups had the same number of absences and the same marks before taking these courses, students who were involved in co-operative education had significantly fewer absences and significantly higher marks than the students studying in the traditional course. Anecdotal reports also indicated an improv~ment in work habits for students who had been involved in co-operative education. Recommendations of the study are for further research to determine more exactly how self-esteem and work habits develop in co-operative education students. Also. students. parents, teachers. and administrators need to be made aware of the success of this program.
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Neuropeptides are the largest group of signalling chemicals that can convey the information from the brain to the cells of all tissues. DPKQDFMRFamide, a member of one of the largest families of neuropeptides, FMRFamide-like peptides, has modulatory effects on nerve-evoked contractions of Drosophila body wall muscles (Hewes et aI.,1998) which are at least in part mediated by the ability of the peptide to enhance neurotransmitter release from the presynaptic terminal (Hewes et aI., 1998, Dunn & Mercier., 2005). However, DPKQDFMRFamide is also able to act directly on Drosophila body wall muscles by inducing contractions which require the influx of extracellular Ca 2+ (Clark et aI., 2008). The present study was aimed at identifying which proteins, including the membrane-bound receptor and second messenger molecules, are involved in mechanisms mediating this myotropic effect of the peptide. DPKQDFMRFamide induced contractions were reduced by 70% and 90%, respectively, in larvae in which FMRFamide G-protein coupled receptor gene (CG2114) was silenced either ubiquitously or specifically in muscle tissue, when compared to the response of the control larvae in which the expression of the same gene was not manipulated. Using an enzyme immunoassay (EIA) method, it was determined that at concentrations of 1 ~M- 0.01 ~M, the peptide failed to increase cAMP and cGMP levels in Drosophila body wall muscles. In addition, the physiological effect of DPKQDFMRFamide at a threshold dose was not potentiated by 3-lsobutyl-1-methylxanthine, a phosphodiesterase inhibitor, nor was the response to 1 ~M peptide blocked or reduced by inhibitors of cAMP-dependent or cGMP-dependent protein kinases. The response to DPKQDFMRFamide was not affected in the mutants of the phosholipase C-~ (PLC~) gene (norpA larvae) or IP3 receptor mutants, which suggested that the PLC-IP3 pathway is not involved in mediat ing the peptide's effects. Alatransgenic flies lacking activity of calcium/calmodul in-dependent protein kinase (CamKII showed an increase in muscle tonus following the application of 1 JlM DPKQDFMRFamide similar to the control larvae. Heat shock treatment potentiated the response to DPKQDFMRFamide in both ala1 and control flies by approximately 150 and 100 % from a non heat-shocked larvae, respectively. Furthermore, a CaMKII inhibitor, KN-93, did not affect the ability of peptide to increase muscle tonus. Thus, al though DPKQDFMRFamide acts through a G-protein coupled FMRFamide receptor, it does not appear to act via cAMP, cGMP, IP3, PLC or CaMKl1. The mechanism through which the FMRFamide receptor acts remains to be determined.
Resumo:
Drosophila melanogaster is a model system for examining the mechanisms of action of neuropeptides. DPKQDFMRFamide was previously shown to induce contractions in Drosophila body wall muscle fibres in a Ca(2+)-dependent manner. The present study examined the possible involvement of a G-protein-coupled receptor and second messengers in mediating this myotropic effect after removal of the central nervous system. DPKQDFMRFamide-induced contractions were reduced by 70% and 90%, respectively, in larvae with reduced expression of the Drosophila Fmrf receptor (FR) either ubiquitously or specifically in muscle tissue, compared with the response in control larvae in which expression was not manipulated. No such effect occurred in larvae with reduced expression of this gene only in neurons. The myogenic effects of DPKQDFMRFamide do not appear to be mediated through either of the two Drosophila myosuppressin receptors (DmsR-1 and DmsR-2). DPKQDFMRFamide-induced contractions were not reduced in Ala1 transgenic flies lacking activity of calcium/calmodulin-dependent protein kinase (CamKII), and were not affected by the CaMKII inhibitor KN-93. Peptide-induced contractions in the mutants of the phospholipase C-β (PLCβ) gene (norpA larvae) and in IP3 receptor mutants were similar to contractions elicited in control larvae. The peptide failed to increase cAMP and cGMP levels in Drosophila body wall muscles. Peptide-induced contractions were not potentiated by 3-isobutyl-1-methylxanthine, a phosphodiesterase inhibitor, and were not antagonized by inhibitors of cAMP-dependent or cGMP-dependent protein kinases. Additionally, exogenous application of arachidonic acid failed to induce myogenic contractions. Thus, DPKQDFMRFamide induces contractions via a G-protein coupled FMRFamide receptor in muscle cells but does not appear to act via cAMP, cGMP, IP3, PLC, CaMKII or arachidonic acid.
Resumo:
Le cancer du sein (CS) est la deuxième cause de décès liés au cancer parmi les femmes dans la plupart des pays industrialisés. Les personnes qui ont le CS peuvent ne pas hériter des mutations causant le cancer de leurs parents. Ainsi, certaines cellules subissent des mutations qui mènent au cancer. Dans le cas de cancer héréditaire, les cellules tumorales contiennent généralement des mutations qui ne sont pas trouvées ailleurs dans l'organisme, mais peuvent maintenir des mutations qui vont répartir dans toutes les cellules. La genèse du CS est le résultat des mutations de gènes qui assurent la régulation de la prolifération cellulaire et la réparation de l’ADN. Deux gènes semblent particulièrement concernés par les mutations. Les gènes ‘Breast Cancer 1’ (BRCA1) et ‘Breast Cancer 2’ (BRCA2), sont impliqués dans la prédisposition génétique de CS. On estime que 5-10% des cas de cancer du sein sont attribuables à une prédisposition génétique. La plupart de ces cancers sont liés à une anomalie du gène BRCA1 ou BRCA2. Plusieurs études ont été menées chez les femmes atteintes de CS sporadique et quelques études se sont concentrées sur celles qui sont porteuses de mutations de BRCA. Alors, notre recherche a été entreprise afin de vérifier l’hypothèse d’une association entre le CS, le mode vie et les habitudes alimentaires chez les Canadiennes-françaises non porteuses des 6 mutations de BRCA les plus fréquentes parmi cette population. Nous avons mené une étude cas-témoins dans cette population. Quelque 280 femmes atteintes du cancer du sein et non-porteuses de mutations de BRCA, ont été recrutées en tant que cas. Les témoins étaient recrutés parmi les membres de la famille des cas (n=15) ou à partir d'autres familles atteintes de CS (n=265). Les participantes étaient de tous âges, recrutées à partir d’une étude de cohorte qui est actuellement en cours, menée par une équipe de chercheurs au Centre Hospitalier Universitaire de Montréal (CHUM) Hôtel-Dieu à Montréal. Les apports alimentaires ont été recueillis par un questionnaire de fréquence semi-quantitatif validé et administré par une nutritionniste, qui portait sur la période avant les deux ans précédant le premier diagnostic de CS pour les cas et la période avant les deux ans précédant l’entrevue téléphonique pour les témoins. Un questionnaire de base était administré par l’infirmière de recherche aux participantes afin de colliger des renseignements sociodémographiques et sur les facteurs de risque du CS. Une association positive et significative a été détectée entre l’âge (plus de 50 ans) auquel les sujets avaient atteint leur Indice de Masse Corporel (IMC) le plus élevé et le CS rapport de cotes (OR) =2,83; intervalle de confiance à 95% (IC95%) (2,34-2,91). De plus, une association positive a été détectée entre un gain de poids de >34 lbs comparativement à un gain de poids de ≤15 lbs, dès l’âge de 20 ans OR=1,68; IC95% (1,10-2,58). Un gain de poids de >24 lbs comparativement à un gain de poids de ≤9 lbs, dès l’âge de 30 ans a aussi montré une augmentation de risque de CS OR=1,96; IC95% (1,46-3,06). Une association positive a aussi été détecté entre, un gain de poids de >12 lbs comparativement à un gain de poids de ≤1 lb, dès l’âge de 40 ans OR=1,91; IC95% (1,53-2,66). Concernant le tabagisme, nous avons observé une association positive et significative reliée à la consommation de plus de 9 paquets-années OR = 1,59; IC95% (1,57-2,87). Il fut suggéré que l’activité physique modéré confère une protection contre le CS: une pratique de > 24,8 (‘metabolic equivalent’) MET-hrs par semaine par rapport à ≤10,7 MET-hrs par semaine, diminue le risque du CS de 52% OR = 0,48 ; IC95% (0,31-0,74). L’activité physique totale (entre 16,2 et 33,2 MET-hrs par semaine), a aussi montré une réduction de risque de CS de 43% OR = 0,57 ; IC95% (0,37-0,87). Toutefois, il n'y avait aucune association entre une activité physique vigoureuse et le risque de CS. L’analyse portant sur les macro- et micro-nutriments et les groupes alimentaires a montré qu’un apport en énergie totale de plus de 2057 Kcal par jour augmentait le risque de CS de 2,5 fois OR = 2,54; IC95% (1,67-3,84). En ce qui concerne la consommation de café, les participantes qui buvaient plus de 8 tasses de café par jour avaient un risque de CS augmenté de 40% OR = 1,40; IC95% (1,09-2,24). Les sujets ayant une consommation dépassant 9 g d’alcool (éthanol) par jour avaient également un risque élevé de 55% OR = 1,55; IC95% (1,02-2,37). De plus, une association positive et significative a été détectée entre le CS et la consommation de plus de deux bouteilles de bière par semaine OR = 1,34; IC95% (1,28-2,11), 10 onces de vin par semaine OR = 1,16; IC95% (1,08-2,58) ou 6 onces de spiritueux par semaine OR = 1,09; IC95% (1,02-2,08), respectivement. En résumé, les résultats de cette recherche supportent l’hypothèse selon laquelle le mode de vie et les habitudes alimentaires jouent un rôle important dans l’étiologie de CS chez les Canadiennes-françaises non porteuses de mutations de BRCA. Les résultats nous permettent de constater que le gain de poids et le tabagisme sont liés à des risques élevés de CS, tandis que l'activité physique modérée aide à réduire ce risque. De plus, nos résultats suggèrent qu’un apport énergétique total relativement élevé et une consommation élevée de café et d'alcool peuvent accroître le risque de ce cancer. Ce travail a permis de mettre l’accent sur une nouvelle direction de recherche, jusqu'à présent non investiguée. Les résultats de ce travail de recherche pourraient contribuer à recueillir de nouvelles informations et des conseils pouvant influencer et aider la population à modifier son mode de vie et ses habitudes alimentaires afin de diminuer le risque de cancer du sein.
Resumo:
La campylobactériose est une zoonose causée par Campylobacter jejuni, une bactérie commensale du poulet, considérée comme la principale source de contamination humaine. C. jejuni est rarement retrouvé dans le tube digestif des poulets avant deux ou trois semaines d'âge. Ce qui pourrait s'expliquer par la transmission d'une immunité maternelle (anticorps IgY) transmise aux poussins via le jaune d'œuf. À la Chaire de recherche en Salubrité des Viandes (CRSV), la caractérisation d'anticorps IgY extraits de jaunes d'œufs frais a montré des niveaux de production d’anticorps différents selon le mode d’immunisation et suggère, in vitro, des effets sur ce pathogène. Ce qui laisse penser qu'en tant qu'additif alimentaire, une poudre de jaunes d'œuf potentialisée permettrait de lutter contre C. jejuni chez le poulet à griller. Dans ce travail, le processus de fabrication de l'additif (déshydratation par « Spray dry » puis encapsulation) a été évalué et les différents modes d'immunisation des poules pondeuses ont également été comparés. Les anticorps ont été extraits des différentes poudres de jaunes d'œuf ou du produit final encapsulé, et caractérisés in vitro (dosage / ELISA, test de mobilité, bactéricidie, western blot). Puis, une évaluation in vivo de la capacité de ces poudres encapsulées, incorporée à 5 % dans la moulée, afin de réduire ou de bloquer la colonisation intestinale des oiseaux par C. jejuni a été testée. In vitro, les résultats ont montré des concentrations d'anticorps et d'efficacité variables selon le type de vaccination. Dans cette étude, on a observé que le « Spray dry » a concentré les anticorps dans les poudres et que ces anticorps sont restés fonctionnels contre C. jejuni. On a également observé que l'encapsulation n’entraîne pas une perte quantitative des anticorps contenus dans les poudres. Malgré les résultats in vitro encourageants, les résultats in vivo ne révèlent aucune inhibition ou réduction de la colonisation des oiseaux par C. jejuni. L’absence d’efficacité la poudre de jaunes d’œuf encapsulée dans notre étude n’est pas due à une perte quantitative et/ou qualitative des anticorps comme soutenu dans les expériences in vitro. Ce qui démontre que les recherches doivent être poursuivies afin de déterminer les conditions optimales de l'utilisation de la poudre de jaune d'œuf in vivo, en tant qu'additif alimentaire chez les poulets
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In this Letter we numerically investigate the dynamics of a system of two coupled chaotic multimode Nd:YAG lasers with two mode and three mode outputs. Unidirectional and bidirectional coupling schemes are adopted; intensity time series plots, phase space plots and synchronization plots are used for studying the dynamics. Quality of synchronization is measured using correlation index plots. It is found that for laser with two mode output bidirectional direct coupling scheme is found to be effective in achieving complete synchronization, control of chaos and amplification in output intensity. For laser with three mode output, bidirectional difference coupling scheme gives much better chaotic synchronization as compared to unidirectional difference coupling but at the cost of higher coupling strength. We also conclude that the coupling scheme and system properties play an important role in determining the type of synchronization exhibited by the system.
Resumo:
MicroRNAs are short non-coding RNAs that can regulate gene expression during various crucial cell processes such as differentiation, proliferation and apoptosis. Changes in expression profiles of miRNA play an important role in the development of many cancers, including CRC. Therefore, the identification of cancer related miRNAs and their target genes are important for cancer biology research. In this paper, we applied TSK-type recurrent neural fuzzy network (TRNFN) to infer miRNA–mRNA association network from paired miRNA, mRNA expression profiles of CRC patients. We demonstrated that the method we proposed achieved good performance in recovering known experimentally verified miRNA–mRNA associations. Moreover, our approach proved successful in identifying 17 validated cancer miRNAs which are directly involved in the CRC related pathways. Targeting such miRNAs may help not only to prevent the recurrence of disease but also to control the growth of advanced metastatic tumors. Our regulatory modules provide valuable insights into the pathogenesis of cancer
Identification and Semiactive Control of Smart Structures Equipped with Magnetorheological Actuators
Resumo:
This paper deals with the problem of identification and semiactive control of smart structures subject to unknown external disturbances such as earthquake, wind, etc. The experimental setup used is a 6-story test structure equipped with shear-mode semiactive magnetorheological actuators being installed in WUSCEEL. The experimental results obtained have verified the effectiveness of the proposed control algorithms
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This paper deals with the problem of semiactive vibration control of civil engineering structures subject to unknown external disturbances (for example, earthquakes, winds, etc.). Two kinds of semiactive controllers are proposed based on the backstepping control technique. The experimental setup used is a 6-story test structure equipped with shear-mode semiactive magnetorheological dampers being installed in the Washington University Structural Control and Earthquake Engineering Laboratory (WUSCEEL). The experimental results obtained have verified the effectiveness of the proposed control algorithms
Resumo:
This short paper addresses the problem of designing a QFT (quantitative feedback theory) based controllers for the vibration reduction in a 6-story building structure equipped with shear-mode magnetorheological dampers. A new methodology is proposed for characterizing the nonlinear hysteretic behavior of the MR damper through the uncertainty template in the Nichols chart. The design procedure for QFT control design is briefly presented