61 |
Ethnicity and Faith in American Judaism: Reconstructionism as Ideology and Institution, 1935-1959Waxman, Deborah January 2010 (has links)
This dissertation addresses the development of the movement of Reconstructionist Judaism in the period between 1935 and 1959 through an examination of ideological writings and institution-building efforts. It focuses on Reconstructionist rhetorical strategies, their efforts to establish a liberal basis of religious authority, and theories of cultural production. It argues that Reconstructionist ideologues helped to create a concept of ethnicity for Jews and non-Jews alike that was distinct both from earlier "racial" constructions or strictly religious understandings of modern Jewish identity. / History
|
62 |
Conformer Searching / Conformer Searching using an Evolutionary AlgorithmGarner, Jennifer H. January 2019 (has links)
This thesis discusses Kaplan, a free conformer searching package, available at github.com/PeaWagon/Kaplan / Conformer searching algorithms find minima in the Potential Energy Surface (PES) of a molecule, usually by following a torsion-driven approach. The minima represent conformers, which are interchangeable via free rotation around bonds. Conformers can be used as input to computational analyses, such as drug design, that can convey molecular reactivity, structure, and function. With an increasing number of rotatable bonds, finding optima in the PES becomes more complicated, as the dimensionality explodes. Kaplan is a new, free and open-source software package written by the author that uses a ring-based Evolutionary Algorithm (EA) to find conformers. The ring, which contains population members (or pmems), is designed to allow initial PES exploration, followed by exploitation of individual energy wells, such that the most energetically-favourable structures are returned. The strengths and weaknesses of existing publicly available conformer searchers are discussed, including Balloon, RDKit, Openbabel, Confab, Frog2, and Kaplan. Since RDKit is usually considered to be the best free package for conformer searching, its conformers for the amino acids were optimised using the MMFF94 forcefield and compared to the conformers generated by Kaplan. Amino acid conformers are well characterised, and provide insight for protein substructure. Of the 20 molecules, Kaplan found a lower energy minima for 12 of the structures and tied for 5 of them. Kaplan allows the user to specify which dihedrals (by atom indices) to optimise and angles to use, a feature that is not offered by other programs. The results from Kaplan were compared to a known dataset of amino acid conformers. Kaplan identified all 57 conformers of methionine to within 1.2Å, and found identical conformers for the 5 lowest-energy structures (i.e. within 0.083Å), following forcefield optimisation. / Thesis / Master of Science (MSc) / A conformer search affords the low-energy arrangements of atoms that can be obtained via rotation around bonds. Conformers provide insight about the chemical reactivity and physical properties of a molecule. With increasing molecule size, the number of possible conformers increases exponentially. To search the space of possible conformers, this thesis presents Kaplan, which is a software package that implements a novel directed, stochastic, sampling technique based on an Evolutionary Algorithm (EA). Kaplan uses a special type of EA that stores sets of conformers in a ring-based structure. Unlike other conformer-specific packages, Kaplan provides the means to analyse and interact with found conformers. Known conformers of amino acids are used to verify Kaplan. Other tools for generating conformers are discussed, including a comparison of freely available software. Kaplan effectively finds the conformers of small molecules, but requires additional parametrisation to find the conformers of mid-sized molecules, such as Penta-Alanine.
|
63 |
The Burdens of History: Problems Invoked by Occidental Travel Writing on the BalkansBoynton, Eric Grayson 06 June 2011 (has links)
Works on the Balkans currently face a crisis of representation--from Ivo Andric's fictionalized memory to Joe Sacco's humanitarian witnessing, the occidental reader must examine the Balkans within a historical context of colonialism to avoid misrepresentation. The goal of this study is threefold: to provide a firm historical grounding while observing the instruments of colonialism, to give an overview of Occidental travel writing on the Balkans with a particular focus on the formation and dissolution of Yugoslavia, and to suggest examples of travel texts that strive to read colonized worlds without losing sight of their own Occidental positioning or pretending that it does not exist.
When approaching a contested space that involves a multitude of competing discourses, a hefty responsibility is thrust on both the reader and writer of Balkan representations to retain an awareness of counter and hidden discourses while resisting the urge to define, or even pursue, the definitive "true story" of the Balkans. Thus, an occidental reader of East Europe must be able to contextualize various and often contradicting texts without naturalizing recorded experiences. He or she must also maintain a poignant awareness of how Western imperialism has constructed and reconstructed the region by journalism, memoir, artificial borders, ethnography, classification, historical absolutism, and financial exploitation. If this work simplifies or answers "What is Balkan?" then it has failed utterly. We can only hope to further complicate and challenge the dominant discourse of Balkanism to keep the reader's mind alive and questioning rather than dead and assured. / Master of Arts
|
64 |
Anpassning av balanserat styrkort till offentlig verksamhet / Adjustment of balanced scorecard to public sector environmentKarlsson, Julia, Sundström, Erica January 2017 (has links)
Syfte: Tidigare forskning visar att offentliga verksamheter tillämpar balanserat styrkort anpassat till dess specifika verksamhet. Antalet studier som behandlar anpassning av balanserat styrkort till offentlig verksamhet är begränsat vilket leder till att studien syftar till att belysa hur balanserat styrkort anpassas till svensk offentlig verksamhet. Metod: Studien tillämpar en abduktiv kvalitativ ansats med datainsamling i form av semistrukturerade intervjuer. Bearbetning av data och teori följer tematisk analys. Studien genomsyras av den tolkande hermeneutiska traditionen. Resultat & slutsats: Studien tolkar att offentlig verksamhet tillämpar anpassade balanserade styrkort där ingen uppnår samtliga kriterier för balanserat styrkort. Studien tolkar vidare att nyttan med anpassat balanserat styrkort uttrycks i form av enkelhet och enhetlighet vilket skapas genom att syftet med anpassat balanserat styrkort är detsamma som inom traditionellt balanserat styrkort. Anpassning av perspektiv uttrycks genom att lärande- och tillväxtperspektivet exkluderas till förmån för medarbetarperspektivet. Förslag till vidare forskning: Studien föreslår vidare forskning vad gäller strategikartans roll efter strategiutveckling, kausalitet när ett annat perspektiv än det finansiella placeras högst upp i hierarkin, lärande- och tillväxtperspektivets exkluderande till förmån för medarbetarperspektivet samt valet att avveckla balanserat styrkort inom offentlig verksamhet. Uppsatsens bidrag: Uppsatsen bidrar till en ökad förståelse för balanserat styrkort anpassas till offentlig verksamhet. Förståelsen för anpassning skapas genom fyra aspekter; Tillämpning, Nytta, Syfte och Perspektiv. / Aim: Previous research reveals that public sector organisations apply balanced scorecard adjusted to their own specific business. The number of studies dealing with balanced scorecard adjusted to public sector organisations is limited which open on to the purpose of the study, which is to illuminate how balanced scorecard is adjusted to public sector organisations in Sweden. Method: The study applies an abductive qualitative research method with semistructured interviews as data gathering tool. The processing of data and theory follow thematic analysis. The study permeates the interpretive hermeneutic tradition. Result & conclusion: The study interprets that public sector organisations apply adjusted balanced scorecard where none acquire all criteria of the balanced scorecard. The study also interprets that the benefits of adjusted balanced scorecard are simplicity and uniformity. The benefits are accomplished through the purpose of implementing adjusted balanced scorecard, which is the same purpose as for traditional balanced scorecard. Perspectives are adjusted to the specific business, which primarily involves the exclusion of the learning-, and growth perspective in advantage of a perspective concerning employees. Suggestions for future research: The study suggests further research regarding the usefulness of strategy maps after strategy development, the causality when other perspective than the financial is placed at the top of the hierarchy, the exclusion of the learning – and growth perspective in advantage of perspectives concerning employees and phase out of balanced scorecard in public sector organisations. Contribution of the thesis: The study adds enhanced understanding of how public sector organisations choose to adjust balanced scorecard. The enhanced understanding concerning adjustment is created through four aspects; Application, Benefits, Purpose and Perspectives.
|
65 |
Análise de sobrevivência do tomateiro a Phytophthora infestans / Analysis of the survival of the tomato plant Phytophthora infestansAraujo, Maria Nilsa Martins de 05 September 2008 (has links)
Made available in DSpace on 2015-03-26T13:32:04Z (GMT). No. of bitstreams: 1
texto completo.pdf: 569181 bytes, checksum: 1b525772884dca74fcef6c9c8033aaa5 (MD5)
Previous issue date: 2008-09-05 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior / Reburning caused by Phytophthora infestansis is characterized as an aggressive disease of great destructive impact, capable of limiting or even hindering the economic cultivation of the tomato plant under conditions of high humidity and low temperatures. In view of the problems reburning can cause to tomato plant crops, this work aimed to: 1) fit models to describe the progress of the disease and form groups of tomato accesses with similar curves; 2) estimate data referring to the number of days to reach 5% severity of the disease, by means of inverse regression; 3) fit survival curves by means of the Kaplan-Meier estimator for the access groups and compare them by means of the Logrank test;4)fit survival curves by means of probabilistic models and compare these curves with Kaplan Meir´s non-parametric technique. Using tomato reburning real data, it was possible to fit the exponential model (Y = y0 exp (rX)) to
describe the disease s progress. The means of the parameter estimates were submitted to grouping analysis using the centroid method, generating 10 access groups. Time up to 5% of the disease was calculated via inverse regression. Non-parametric techniques were used to estimate survival function by means of the Kaplan-Meier´s estimator to compare the survival curves by the Logrank test .The survival function was also fit using the probabilistic models, exponential Weibull and Log-normal, respectively, which were compared by means of the verisimilitude ratio test (VRT), considering the generalized Gamma model, as a general case for these models. The methodology applied allowed fitting the exponential model to describe tomato plant reburning progress and to regroup the accesses studied in the 10 groups. The access BGH-6 obtained a smaller disease progress than the others, thus characterizing its higher resistance to the disease; An inverse regression allowed time estimation up to the occurrence of 5% of the severity of the tomato plant reburning. The Kaplan-Meier ´s non-parametric technique allowed estimating the survival curves of the tomato plant accesses belonging to the groups 1, 2, 4, 6 and 8. Utilizing the Logrank test, it could be
concluded that most two-by-two comparisons were significant (p<0.05), except in the comparisons of groups 2x4, 4x8 and 6x8. The use of the probabilistic models, exponential Weibull and Log-normal allowed estimating the survival curves of groups 2, 4, 6 and 8, except for group 4, to which the Weibull model was not adequate. Comparing the probabilistic models with the non-parametric technique, the curves of
the probabilistic models of groups 2 and 4 presented satisfactory results, compared to the curve estimated by Kaplan-Meier. / A requeima causada por Phytophthora infestans caracteriza-se por ser uma doença agressiva e de grande impacto destrutivo, podendo limitar ou até mesmo impedir o cultivo econômico do tomateiro sob condições de alta umidade e baixas temperaturas. Diante dos problemas que a requeima pode provocar às lavouras de tomate, este trabalho teve por objetivos: 1) ajustar modelos para descrever o progresso da doença e formar grupos de acessos de tomateiro com curvas semelhantes; 2) estimar dados referentes ao número de dias até atingir 5% de severidade da doença, por meio de regressão inversa; 3) ajustar curvas de sobrevivência por meio do estimador de Kaplan-Meier para grupos de acessos e compará-las mediante o uso do teste Logrank; 4) ajustar curvas de sobrevivência por meio de modelos probabilísticos e compará-las com a técnica não-paramétrica de Kaplan-Meier. Utilizando dados reais sobre a requeima do tomateiro, foi possível ajustar o modelo exponencial (Y = y0 exp (rX)) para descrever o progresso da doença. As médias das estimativas dos parâmetros foram submetidas à análise de agrupamento pelo método Centróide, o que gerou 10 grupos de acessos, sendo o tempo até a incidência de 5% da doença calculado via regressão inversa. Foram utilizadas técnicas não-paramétricas para estimar a função de sobrevivência por meio
do estimador de Kaplan-Meier e para comparar as curvas de sobrevivência pelo teste Logrank. Foi também ajustada a função de sobrevivência, empregando-se os modelos probabilísticos Exponencial, Weibull e Log-normal, os quais foram comparados por meio do Teste da Razão da Verossimilhança (TRV), considerando-se o modelo Gama generalizado por ser caso geral para esses modelos. A metodologia utilizada permitiu ajustar o modelo Exponencial para descrever o progresso da requeima do tomateiro e agrupar os acessos estudados em 10 grupos. O acesso BGH-6 sofreu um progresso de doença menor que os demais, caracterizando-se, assim, sua maior resistência à enfermidade. A regressão inversa possibilitou estimar o tempo até a ocorrência de 5% da severidade da requeima do tomateiro. Pela técnica não-paramétrica de Kaplan-Meier, foi possível estimar as curvas de sobrevivência dos acessos de tomateiro pertencentes aos grupos 1, 2, 4, 6 e 8. Utilizando o teste Logrank, pode-se concluir que a maioria das comparações duas a duas foi significativa (p<0,05), exceto nas comparações dos grupos 2x4, 4x8 e 6x8. O uso dos modelos probabilísticos Exponencial, Weibull e Log-normal possibilitou a estimação das curvas de sobrevivência nos grupos 2, 4, 6 e 8, exceto no grupo 4, em que o modelo Weibull não foi adequado. Comparando os modelos probabilísticos com a técnica não-paramétrica, as curvas dos modelos probabilísticos dos grupos 2 e 4 apresentaram ajustes satisfatórios com relação à curva estimada por Kaplan-Meier.
|
66 |
Sur l'estimation non paramétrique de la densité et du mode dans les modèles de données incomplètes et associées / Non parametric estimation of the density and mode for incompletes and associated dataFerrani, Yacine 23 November 2014 (has links)
Cette thèse porte sur l'étude des propriétés asymptotiques d'un estimateur non paramétrique de la densité de type Parzen-Rosenblatt, sous un modèle de données censurées à droite, vérifiant une structure de dépendance de type associé. Dans ce cadre, nous rappelons d'abord les résultats existants, avec détails, dans les cas i.i.d. et fortement mélangeant (α-mélange). Sous des conditions de régularité classiques, il est établi que la vitesse de coonvergence uniforme presque sûre de l'estimateur étudié, est optimale. Dans la partie dédiée aux résultats de cette thèse, deux résultats principaux et originaux sont présentés : le premier résultat concerne la convergence uniforme presque sûre de l'estimateur étudié sous l'hypothèse d'association. L'outil principal ayant permis l'obtention de la vitesse optimale est l'adaptation du Théorème de Doukhan et Neumann (2007), dans l'étude du terme des fluctuations (partie aléatoire) de l'écart entre l'estimateur considéré et le paramètre étudié (densité). Comme application, la convergence presque sûre de l'estimateur non paramétrique du mode est établie. Les résultats obtenus ont fait l'objet d'un article accepté pour publication dans Communications in Statistics-Theory and Methods ; Le deuxième résultat établit la normalité asymptotique de l'estimateur étudié sous le même modèle et constitute ainsi une extension au cas censuré, du résultat obtenu par Roussas (2000). Ce résultat est soumis pour publication. / This thesis deals with the study of asymptotic properties of e kernel (Parzen-Rosenblatt) density estimate under associated and censored model. In this setting, we first recall with details the existing results, studied in both i.i.d. and strong mixing condition (α-mixing) cases. Under mild standard conditions, it is established that the strong uniform almost sure convergence rate, is optimal. In the part dedicated to the results of this thesis, two main and original stated results are presented : the first result concerns the strong uniform consistency rate of the studied estimator under association hypothesis. The main tool having permitted to achieve the optimal speed, is the adaptation of the Theorem due to Doukhan and Neumann (2007), in studying the term of fluctuations (random part) of the gap between the considered estimator and the studied parameter (density). As an application, the almost sure convergence of the kernel mode estimator is established. The stated results have been accepted for publication in Communications in Statistics-Theory & Methods ; The second result establishes the asymptotic normality of the estimator studied under the same model and then, constitute an extension to the censored case, the result stated by Roussas (2000). This result is submitted for publication.
|
67 |
Prévision non paramétrique dans les modèles de censure via l'estimation du quantile conditionnel en dimension infinie / Nonparametric prediction in censorship models via the estimation of the conditional quantile in infinite dimensionHorrigue, Walid 12 December 2012 (has links)
Dans cette thèse, nous étudions les propriétés asymptotiques de paramètres fonctionnels conditionnels en statistique non paramétrique, quand la variable explicative prend ses valeurs dans un espace de dimension infinie. Dans ce cadre non paramétrique, on considère les estimateurs des paramètres fonctionnels usuels, tels la loi conditionnelle, la densité de probabilité conditionnelle, ainsi que le quantile conditionnel. Le premier travail consiste à proposer un estimateur du quantile conditionnel et de prouver sa convergence uniforme sur un sous-ensemble compact. Afin de suivre la convention dans les études biomédicales, nous considérons une suite de v.a {Ti, i ≥ 1} identiquement distribuées, de densité f, censurée à droite par une suite aléatoire {Ci, i ≥ 1} supposée aussi indépendante, identiquement distribuée et indépendante de {Ti, i ≥ 1}. Notre étude porte sur des données fortement mélangeantes et X la covariable prend des valeurs dans un espace à dimension infinie.Le second travail consiste à établir la normalité asymptotique de l’estimateur à noyau du quantile conditionnel convenablement normalisé, pour des données fortement mélangeantes, et repose sur la probabilité de petites boules. Plusieurs applications à des cas particuliers ont été traitées. Enfin, nos résultats sont appliqués à des données simulées et montrent la qualité de notre estimateur. / In this thesis, we study some asymptotic properties of conditional functional parameters in nonparametric statistics setting, when the explanatory variable takes its values in infinite dimension space. In this nonparametric setting, we consider the estimators of the usual functional parameters, as the conditional law, the conditional probability density, the conditional quantile. We are essentially interested in the problem of forecasting in the nonparametric conditional models, when the data are functional random variables. Firstly, we propose an estimator of the conditional quantile and we establish its uniform strong convergence with rates over a compact subset. To follow the convention in biomedical studies, we consider an identically distributed sequence {Ti, i ≥ 1}, here density f, right censored by a random {Ci, i ≥ 1} also assumed independent identically distributed and independent of {Ti, i ≥ 1}. Our study focuses on dependent data and the covariate X takes values in an infinite space dimension. In a second step we establish the asymptotic normality of the kernel estimator of the conditional quantile, under α-mixing assumption and on the concentration properties on small balls of the probability measure of the functional regressors. Many applications in some particular cases have been also given.
|
68 |
Statistical Modelling of Price Difference Durations Between Limit Order Books: Applications in Smart Order Routing / Statistisk modellering av varaktigheten av prisskillnader mellan orderböcker: Tillämpningar inom smart order routingBacke, Hannes, Rydberg, David January 2023 (has links)
The modern electronic financial market is composed of a large amount of actors. With the surge in algorithmic trading some of these actors collectively behave in increasingly complex ways. Historically, academic research related to financial markets has been focused on areas such as asset pricing, portfolio management and financial econometrics. However, the fragmentation of the financial market has given rise to a different set of problems, namely the order allocation problem, as well as smart order routers as a tool to comply with these. In this thesis we consider price discrepancies between order books, trading the same instruments, as a proxy for order routing opportunities. A survival analysis framework for these price differences is developed. Specifically, we consider the two widely used Kaplan-Meier and Cox Proportional Hazards models, as well as the somewhat less known Random Survival Forest model, in order to investigate whether such a framework is effective for predicting the survival times of price differences. The results show that the survival models outperform random models and fixed routing decisions significantly. Thus suggesting that such models could beneficially be incorporated into existing SOR environments. Furthermore, the implementation of order book parameters as covariates in the CPH and RSF models add additional performance. / Den moderna elektroniska marknaden består av ett stort antal aktörer som, till följd av ökningen av algoritmisk handel, beter sig alltmer komplext. Historiskt sett har akademisk forskning inom finans i huvudsak fokuserat på områden som prissättning av tillgångar, portföljförvaltning och finansiell ekonometri. Fragmentering av finansiella marknader har däremot gett upphov till nya sorters problem, däribland orderplaceringsproblemet. Följdaktligen har smart order routers utvecklats som ett verktyg för att tillmötesgå detta problem. I detta examensarbete studerar vi prisskillnader mellan orderböcker som tillhandhåller handel av samma instrument. Dessa prisskillnader representerar möjligheter för order routing. Vi utvecklar ett ramverk inom överlevnadsanalys för dessa prisskillnader. Specifikt används de välkända Kaplan-Meier- och Cox Proportional Hazards-modellerna samt den något mindre kända Random Survival Forest, för att utvärdera om ett sådant ramverk kan användas för att förutspå prisskillnadernas livstider. Våra resultat visar att dessa modeller överträffar slumpmässiga modeller samt deterministiska routingstrategier med stor marginal och antyder därmed att ett sådant ramverk kan integreras i SOR-system. Resultaten visar dessutom att användning av orderboksparametrar som variabler i CPH- och RSF-modellerna ökar prestandan.
|
69 |
A simulation comparison of parametric and nonparametric estimators of quantiles from right censored dataSerasinghe, Shyamalee Kumary January 1900 (has links)
Master of Science / Department of Statistics / Paul I. Nelson / Quantiles are useful in describing distributions of component lifetimes. Data, consisting
of the lifetimes of sample units, used to estimate quantiles are often censored. Right censoring,
the setting investigated here, occurs, for example, when some test units may still be functioning
when the experiment is terminated. This study investigated and compared the performance of
parametric and nonparametric estimators of quantiles from right censored data generated from
Weibull and Lognormal distributions, models which are commonly used in analyzing lifetime
data. Parametric quantile estimators based on these assumed models were compared via
simulation to each other and to quantile estimators obtained from the nonparametric Kaplan-
Meier Estimator of the survival function. Various combinations of quantiles, censoring
proportion, sample size, and distributions were considered.
Our simulation show that the larger the sample size and the lower the censoring rate the
better the performance of the estimates of the 5th percentile of Weibull data. The lognormal data
are very sensitive to the censoring rate and we observed that for higher censoring rates the
incorrect parametric estimates perform the best.
If you do not know the underlying distribution of the data, it is risky to use parametric
estimates of quantiles close to one. A limitation in using the nonparametric estimator of large
quantiles is their instability when the censoring rate is high and the largest observations are
censored.
Key Words: Quantiles, Right Censoring, Kaplan-Meier estimator
|
70 |
Reliability analysis for small wind turbines using Bayesian hierarchical modellingWu, JenHao January 2017 (has links)
In this thesis, the reliability of small wind turbines is studied. Both conventional reliability analysis methods and the novel Bayesian models (Bayesian Hierarchical Modelling (BHM)) are used to analyse the reliability performance of the Gaia-Wind turbines / assemblies and components of the Gaia-Wind turbine. In Chapter 2, a simple failure mode and effect analysis (FMEA) is conducted. An approximated risk priority number (RPN) is calculated for each failure mode and assembly. The assembly that is identified to have the highest RPN is the "Rotor and Blade Assembly". As for the failure modes, "Blade Split" and "Generator Failure" failure modes are identified to have the highest RPNs. In Chapter 3, the conventional methods including the Kaplan-Meier Analysis, Weibull Plot Analysis, Homogeneous Poisson Process (HPP) Analysis, and Crow-AMSAA (Non-Homogeneous Poisson Process (NHPP)) Analysis are used to study the reliability performance of the generic turbine and the critical assemblies based on the approximated RPNs. By using these conventional methods, the L10 life can be approximated (Kaplan-Meier), the main failure modes of an assembly can be identified (Weibull Plot Analysis), the annual failure rate can be estimated (HPP), and the number of future failures can be predicted (NHPP). These methods have been implemented in a novel on-line interactive platform, named ReliaOS (Chapter 7), which effectively facilitates the process of converting the information in the warranty record to the meaningful reliability information. Three novel BHM models are proposed and implemented in WinBUGS (an open source software), namely the repair model, the environmental model, and the informative prior framework, (Chapter 5 and Chapter 6). The repair model is used to quantify the repair effectiveness of a generic repair action. The model is applied on both the turbine level as well as the component level. At the turbine level, the annual failure rate of the generic turbine is predicted to be 0:159 per turbine per year at the first year. Individual turbines can be categorised into different quality levels ("Good", "Good- Normal", "Normal", "Normal-Bad", and "Bad") based on the predicted annual failure rate values. At the component level, "Blade split", "Cracked Frame", and "Generator Failure" failure modes are studied. These are the most critical failure modes for "Rotor and Blade Assembly", "Tower, Foundation, and Nacelle", and "Generator" assemblies respectively. "Cracked Frame" failure mode is predicted to have the lowest characteristic life and a slightly increasing failure rate trend. The repair effectiveness of the "Cracked Frame" failure mode is identified to be slightly ineffective. The environmental model quantifies the influence of three environmental covariates, i.e. AverageWind Speed (AWS), Turbulence Intensity (TI), and Terrain Slope (TS). These environmental covariates are all identified to have negative impact to the reliability of the generic turbine, where TI and AWS have more pronounced impact than TS. The informative prior BHM framework offers a way of quantifying the reliability of the drivetrain frame (which corresponds to the "Cracked Frame" failure mode) in a situation where zero failure instance is recorded for the new drivetrain frame design. This is achieved by jointly considering the simulation results from SOLIDWORKS as the prior information into the BHM model. This thesis strives to understand the reliability performance of the Gaia-Wind small wind turbine from different perspectives, i.e. the generic turbine, individual turbines, and the components, by the use of conventional methods and the proposed BHM models. The novel on-line reliability platform, ReliaOS, mitigates the difficulties in converting the information in the data to the reliability information for the end users. It is believed that the proposed BHM models and the ReliaOS on-line reliability analysis platform will improve the reliability analysis of small-wind turbines.
|
Page generated in 0.036 seconds