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Reduced-sensing Control Methods for Infinite-dimensional SystemsJohnson, Kristen Holmstrom 2010 August 1900 (has links)
Infinite dimensional systems such as flexible airplane wings and Vertical Axis Wind
Turbine (VAWT) blades may require control to improve performance. Traditional
control techniques use position and velocity information feedback, but velocity information
for infinite dimensional systems is not easily attained. This research investigates
the use of reduced-sensing control for these applications.
Reduced-sensing control uses feedback of position measurements and an associated filter state to stabilize the system dynamics. A filter state is a nonphysical
entity that appends an additional ordinary differential equation to the system dynamics.
Asymptotic stability of a system using this control approach is confirmed
through a sequence of existing mathematical tools. These tools include equilibrium
point solutions, Lyapunov functions for stability and control, and Mukherjee and
Chen's Asymptotic Stability Theorem. This thesis research investigates the stability
of a beam representing an airplane wing or a VAWT blade controlled using feedback
of position and filter state terms only. Both of these infinite dimensional systems
exhibit asymptotic stability with the proposed reduced-sensing control design. Additionally,
the analytical stability response of the VAWT is verified through numerical
simulation.
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Estimativas de parâmetros genéticos para perímetro escrotal e pesos em animais da raça Nelore / Estimates genetic parameters for scrotal circumference and weights for Nelore cattleWeber, Tomás 27 February 2012 (has links)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / This study was carried out to estimate genetic parameters for scrotal circumference (SC) and weights
(W) taken at different ages in Nelore male participants of a breeding program sponsored by National
Association of Breeders and Researchers. In the first paper there were estimated genetic parameters for
the characteristics of the SC and W at 210, 280, 365, and 450 days of age (SC210, SC280, SC365,
SC450, W210, W280, W365 and W450 respectively). The components of (co)variances were
estimated by Restricted Maximum Likelihood method under an animal model in multi-trait analysis.
The heritability estimates for direct effect were: 0,45±0,05 (SC210); 0,34±0,02 (SC280), 0,35±0,02
(SC365); 0,45±0,02 (SC450); 0,39±0,05 (W210); 0,31±0,03 (W280); 0,23±0,02 (W365), and
0,20±0,02 (W450), while estimates of heritability for the maternal effect for the weights were
0,08±0,02; 0,05±0,01; 0,05±0,01, and 0,03±0,01, respectively, for W210, W280, W365, and W450.
These results suggest that the use of the measure of the SC as a selection criterion may contribute to
reproductive genetic gain. The genetic correlations between SC were positive and medium to high
magnitude, as between the SC and W were positive and showed a smaller magnitude compared to the
estimated between measures of SC at differents ages. These genetic correlations indicate that only one
measurement of SC can be effective for selection, and older age for this evaluation is recommended at
450 days of age. In the second article, it was analyzed 29,691 SC measures taken between 134 and 495
days of age, by random regression models under uni-trait analysis. To model the mean population
curve, was used a third order fixed regression on Legendre polynomials. There were considered three
random effects and differents orders of polynomial fit. Residual variances were considered
homogeneous or heterogeneous. The model chosen was the one with homogeneous residual variance
(M45_1). The heritability estimates obtained from the 360 days were greater than 0.42, indicating that
the selection in this period should provide better response. High and positive genetic correlations were
estimated between measures of SC, being higher for the measurements at closer ages. Because of the
genetic correlation estimates between the SC measured at different ages were positive and with high
magnitudes, the selection can be done in only one age. The best age for the measurement of SC
indicated by the less parameterized model is after 360 days, and the closer to 495 days, the higher
estimates. In the third article the data were analyzed using a random regression model in bi-traits
analysis to estimate genetic parameters for SC and W. The mean population curve was modeled using
third order fixed regression using Legendre polynomials. The analysis model considered the residual
effect as constant throughout the period of age evaluated. The highest estimate of SC heritability was
found close to 495 days of age (0.52), while the maximum value for W (0.35) was observed at 290 and
495 days of age. These values suggest that selection for both traits should promote genetic gain. The
values of genetic correlations between SC and W ranged from -0.22 to 0.59 over the period studied.
These values suggest a correlated response of different magnitudes, depending on the selected
characteristic and also the age at which the selection was performed. The measurement of scrotal
circumference at 450 days can be used as selection criteria in the studied population. / O presente estudo foi desenvolvido com o objetivo de estimar parâmetros genéticos para perímetro escrotal
(PE) e pesos (P) tomados em diferentes idades em bovinos machos da raça Nelore participantes do
programa de melhoramento genético da Associação Nacional de Criadores e Pesquisadores. No primeiro
artigo foram estimados parâmetros genéticos para as características de PE e P medidos aos 210, 280, 365 e
450 dias de idade (PE210, PE280, PE365, PE450, P210, P280, P365 e P450, respectivamente). Os
componentes de (co)variâncias foram estimados pelo método da máxima verossimilhança restrita, sob
modelo animal, em análises multi-características. As estimativas de herdabilidade para o efeito direto
foram: 0,45±0,05 (PE210); 0,34±0,02 (PE280), 0,35±0,02 (PE365); 0,45±0,02 (PE450); 0,39±0,05 (P210);
0,31±0,03 (P280); 0,23±0,02 (P365) e 0,20±0,02 (P450), enquanto que as estimativas de herdabilidade para
o efeito materno para os pesos foram 0,08±0,02; 0,05±0,01; 0,05±0,01 e 0,03±0,01, respectivamente, para
P210, P280, P365 e P450. Esses resultados sugerem que a utilização da medida do PE como critério de
seleção pode contribuir para o ganho genético reprodutivo dos animais. As correlações genéticas estimadas
entre os PE foram todas positivas e de médias a altas magnitudes, já entre PE e P se apresentaram positivas
e de menor magnitude em relação às estimadas entre as medidas de PE em diferentes idades. Essas
correlações genéticas indicam que apenas uma mensuração de PE pode ser eficiente para seleção e a idade
mais recomendada para essa avaliação é aos 450 dias de idade. No segundo artigo, foram analisadas 29.691
medidas de PE tomadas entre os 134 e os 495 dias de idade, através de modelos de regressão aleatória (RA)
sob análise uni-característica. Para modelar a curva média populacional, foi utilizada uma regressão fixa de
terceira ordem sob polinômios de Legendre. Foram considerados três efeitos aleatórios e diferentes ordens
de ajuste de polinômios. As variâncias residuais foram consideradas homogêneas ou heterogêneas. O
modelo escolhido foi o que apresentou variância residual homogênea (M45_1). As estimativas de
herdabilidade obtidas a partir dos 360 dias foram maiores que 0,42, indicando que a seleção dos animais
nesse período deverá fornecer melhor resposta a seleção. Valores altos e positivos de correlações genéticas
foram estimados entre as diferentes medidas de PE, sendo maiores para as medidas em idades mais
próximas. Devido as correlações genéticas estimadas entre os PEs medidos nas diferentes idades serem
positivas e de altas magnitudes, pode se utilizar a medida tomada em apenas uma idade para a seleção. A
melhor idade para a mensuração do PE indicada pelo modelo menos parametrizado é após os 360 dias,
sendo que quanto mais próximo aos 495 dias, maiores são as estimativas. No terceiro artigo os dados foram
analisados através de um modelo de RA sob análise bi-característica para estimar os parâmetros genéticos
para PE e P. A curva média populacional, foi modelada utilizando regressão fixa de terceira ordem com o
uso de polinômios de Legendre. O modelo de análise considerou o efeito residual como constante durante
todo período de idade avaliado. A maior estimativa de herdabilidade para PE ocorreu próximo aos 495 dias
de idade (0,52), enquanto que para P o valor máximo (0,35) foi observado aos 290 e aos 495 dias de idade.
Estes valores sugerem que a seleção para ambas as características deve promover ganho genético. As
correlações genéticas entre PE e P apresentaram valores variando de -0,22 a 0,59 ao longo do período
avaliado. Estes valores sugerem resposta correlacionada de diferentes magnitudes, dependendo da
característica selecionada e, também, da idade em que a seleção foi procedida. A medida do perímetro
escrotal aos 450 dias pode ser utilizada como critério de seleção na população estudada.
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Convexités et problèmes de transport optimal sur l'espace de Wiener / Convexities and optimal transport problems on the Wiener spaceNolot, Vincent 27 June 2013 (has links)
L'objet de cette thèse est d'étudier la théorie du transport optimal sur un espace de Wiener abstrait. Les résultats qui se trouvent dans quatre principales parties, portent :Sur la convexité de l'entropie relative. On prolongera des résultats connus en dimension finie, sur l'espace de Wiener muni d'une norme uniforme, à savoir que l'entropie relative est (au moins faiblement) 1-convexe le long des géodésiques induites par un transport optimal sur l'espace de Wiener.Sur les mesures à densité logarithmiquement concaves. Le premier des résultats importants consiste à montrer qu'une inégalité de type Harnack est vraie pour le semi-groupe induit par une telle mesure sur l'espace de Wiener. Le second des résultats obtenus nous fournit une inégalité en dimension finie (mais indépendante de la dimension), contrôlant la différence de deux applications de transport optimal.Sur le problème de Monge. On s'intéressera au problème de Monge sur l'espace de Wiener, muni de plusieurs normes : des normes à valeurs finies, ou encore la pseudo-norme de Cameron-Martin.Sur l'équation de Monge-Ampère. Grâce aux inégalités obtenues précédemment, nous serons en mesure de construire des solutions fortes de l'équation de Monge-Ampère (induite par le coût quadratique) sur l'espace de Wiener, sous de faibles hypothèses sur les densités des mesures considérées / The aim of this PhD is to study the optimal transportation theory in some abstract Wiener space. You can find the results in four main parts and they are aboutThe convexity of the relative entropy. We will extend the well known results in finite dimension to the Wiener space, endowed with the uniform norm. To be precise the relative entropy is (at least weakly) geodesically 1-convex in the sense of the optimal transportation in the Wiener space.The measures with logarithmic concave density. The first important result consists in showing that the Harnack inequality holds for the semi-group induced by such a measure in the Wiener space. The second one provides us a finite dimensional and dimension-free inequality which gives estimate on the difference between two optimal maps.The Monge Problem. We will be interested in the Monge Problem on the Wiener endowed with different norms: either some finite valued norms or the pseudo-norm of Cameron-Martin.The Monge-Ampère equation. Thanks to the inequalities obtained above, we will be able to build strong solutions of the Monge-Ampère (those which are induced by the quadratic cost) equation on the Wiener space, provided the considered measures satisfy weak conditions
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Modèles de convection-diffusion pour les colonnes de distillation : application à l'estimation et au contrôle des procédés de séparation cryogéniques des gaz de l'air / Convection-diffusion models for distillation columns : application to estimation and control of cryogenic air separation processesDudret, Stéphane 11 June 2013 (has links)
Cette thèse porte sur la modélisation, pour le contrôle, des profils de compositions dans les colonnes de distillation cryogénique. Nous obtenons un modèle non-linéaire de convection-diffusion par réduction d'un modèle d'équations-bilans singulièrement perturbé. Du point de vue de l'automatique, nous nous intéressons à la stabilité des profils de compositions résultants, ainsi qu'à leur observabilité. Du point de vue du procédé, la nouvauté de notre modèle réside dans la prise en compte d'une efficacité de garnissage dépendant des conditions d'opération de la colonne. Le modèle est validé par des comparaisons avec des données de fonctionnement dynamique issues d'une unité de séparation réelle, pour la séparation d'un mélange binaire. Sur le cas plus complexe d'une cascade de colonnes séparant un mélange ternaire, le modèle montre une grande sensibilité aux erreurs d'estimation des taux de reflux. Des résultats adaptés du champ de la chromatographie nous permettent de relier cette sensibilité à des erreurs d'estimation des vitesses d'ondes de compositions cohérentes. En parallèle, nous proposons et testons également un modèle de fonctions de transfert simple (fondé sur des gains statiques et des retards purs uniquement) pour les petites dynamiques de compositions, qui dépend explicitement de valeurs mesurables ou observables sur le procédé / This thesis addresses the problem of modeling the composition profiles dynamics inside cryogenic distillation columns, for control applications. We obtain a non-linear convection-diffusion model from the reduction of a singularly perturbed mass-balances model. In the control theory framework, we consider the stability of the resulting composition profiles and their observability. From the process viewpoint, we express the novelty of our model in terms of operating-conditions dependent packing efficiency. The model is validated against real dynamic plant data for a binary separation case. On a more complex, ternary separation columns cascade, the model shows highly sensitive to reflux rate estimation errors. Result adapted from the field of chromatography allows us to interpret this sensitivity in terms of erroneous coherent composition waves speeds. In parallel, we also propose and test a simple transfer functions model (based on static gains and pure delays only) for small composition dynamics, which explicitly depends on measurable or observable process data.
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