This thesis discusses the aero-acoustic characterisation of a perforate sample using a three-port technique. A rectangular T-junction with a flush mounted perforated sample at the intersection form the acoustical three-port. Under acoustic excitation from three different directions a direct method of impedance determination is incorporated to experimentally determine the passive acoustic properties of the perforate. The three-port scattering matrix and the normalised transfer impedance are calculated in the presence of grazing flow and for high-level excitation and the behaviour of these characteristics is studied. Validation of the determined results in the linear range is carried out by comparing it with existing models. Moreover, based on the experimental results for low grazing flow velocities the dependence of the real part of the transfer impedance on the grazing flow parameters as well as dimensionless numbers is described, and a semi-empirical model quantifying the behaviour is proposed. Furthermore, the thesis explains some experimental errors pertaining to standing wave patterns and operating conditions, and corrections are suggested to reduce the errors. / <p>QC 221007</p>

The noise propagating through the truck exhaust system is often attenuated by after treatment systems including truck silencers. The acoustic simulation of the truck silencers is usually based on pressure acoustics which does not include the influence of background flow. However, background flow can affect the acoustic attenuation ability of the truck silencers a lot. This thesis presents a simulation method for investigating the influence of the background mean flow on the silencers. In this method, the fluid information is first simulated with CFD software STAR-CCM+. The fluid data is then imported into COMSOL to conduct acoustic simulation using Linearized Navier-Stokes modulus. Flow noise is not simulated in this method in order to well capture the background mean flow's effect on the performance of silencer in a relatively short calculation time. Two simple silencer model groups are studied to validate this method. The first is a Helmholtz resonator. Another model group is expansion chambers with different setups. The sensitivity of the model towards different model setup is also studied. In the last part of the work, the method is applied to a common truck silencer model CAS1 F1gen, when this method counters challenge of high calculation load. A hybrid method is then developed, combining pressure acoustics and Linearized Navier-Stokes study, to simplify the method, reduce calculation time and at the same time capture the background mean flow's influence on silencers. / Bullret som fortplantar sig genom lastbilens avgassystem dämpas ofta av efterbehandlingssystem inklusive lastbilsljuddämpare. Den akustiska simuleringen av lastbilens ljuddämpare baseras vanligtvis på tryckakustik som inte inkluderar påverkan av bakgrundsflödet. Bakgrundsflödet kan dock påverka lastbilsljuddämparnas akustiska dämpningsförmåga mycket. Denna avhandling presenterar en simuleringsmetod för att undersöka påverkan av bakgrundsmedelflödet på ljuddämparna. I den här metoden simuleras vätskeinformationen först med CFD-programvaran STAR-CCM+. Vätskedata importeras sedan till COMSOL för att genomföra akustisk simulering med linjär Navier-Stokes modul. Flödesbrus simuleras inte i denna metod för att väl fånga bakgrundsmedelflödets effekt på ljuddämparens prestanda på en relativt kort beräkningstid. Två enkla ljuddämparmodellgrupper studeras för att validera denna metod. Den första är en Helmholtz-resonator. En annan modellgrupp är expansionskammare med olika inställningar. Modellens känslighet mot olika modellupplägg studeras också. I den sista delen av arbetet tillämpas metoden på en vanlig lastbilsljuddämpare modell CAS1 F1gen, då denna metod motverkar utmaning med hög beräkningsbelastning. En hybridmetod utvecklas sedan, som kombinerar tryckakustik och linjäriserad Navier-Stokes-studie, för att förenkla metoden, minska beräkningstiden och samtidigt fånga bakgrundsmedelflödets påverkan på ljuddämpare.

The special condition in the Anchorage, Alaska draws my attention when I traveled to this place. The downtown area is in the far north of the city, it is an interesting point to develop the lifestyle and living condition for the people stay in the northern city. My thesis starts from the research on the surrounding areas and determines what function of the building suits the site the best. Besides, the shape of the building has some extensions and elevations in order to emphasize the connection between the building and the surrounding spaces. Whats more, the design of the square and the interior parking space are based on the research of the special weather condition in the Anchorage, Alaska. Throughout the various stages of the design, the final project has the steel structure for the primary structural system and metal perforated board for the elevation to balance the huge body of the building. The feature of the project's function and programmatic needs are based on the connections between the site and the surroundings. / Master of Architecture

The aim of this diploma thesis is to get acquainted with modern technological elements currently used in shell-and-tube heat exchanger in the shell-side and tube-side, thermal-hydraulic calculation of selected elements and comparison of thermal-hydraulic properties with classically used competing technological elements. The work deals mainly with EM baffle in the tube-side and tube inserts like the twisted tape type (and its modifications) and coiled wire in the tube-side. The theoretical part is focused on acquaintance with classical technological elements in shell-and-tube heat exchanger and with basic thermal-hydraulic calculations, practical part then on acquaintance with modern elements and thermal-hydraulic calculation of selected elements. These calculations are then compared with the results of the thermo-hydraulic calculation of similar elements.

Ce travail de thèse a pour objectif l'étude des propriétés acoustiques de systèmes incorporant des plaques micro-perforées (MPP) et des matériaux absorbants sous forts niveaux d'excitation.Le premier chapitre traite des systèmes composés d'une MPP couplée à une cavité d'air et une paroi rigide. Un modèle analytique intégrant deux paramètres adimensionnels et un nombre de Mach optimal est présenté. La particularité de ce modèle est de décrire la variation du maximum du coefficient d'absorption (coefficient d'absorption à la résonance) avec l'augmentation du niveau d'excitation. Une formule proposée permet de prédire les variations du pic d'absorption avec le nombre de Mach acoustique.Les effets d'interaction entre les perforations sont étudiés sous forts niveaux d'excitation dans le deuxième chapitre. Un modèle basé sur l'approche fluide équivalent est proposé. Dans ce modèle, la tortuosité est corrigée pour prendre en compte les distorsions d'écoulement dues aux effets d'interaction entre perforations et aux effets de turbulence. Cette correction de tortuosité qui n'intègre permet de prédire le comportement de la réactance du système.Les multi-couches composés de MPP et de matériaux poreux sont l'objet d'étude du troisième chapitre. Chaque couche du système est modélisée à forts niveaux d'excitation suivant une loi de Forchheimer. Les différents matériaux sont décrits par la méthode de la matrice de transfert. Le cas où le multi-couche est directement collé à une paroi rigide et le cas où il y a une cavité d'air avant la paroi rigide sont examinés.Dans le dernier chapitre, l'étude sur la transparence acoustique à forts niveaux est initiée. Les perspectives de ce travail sont nombreuses et prometteuses pour l'acoustique des transports. / This work deals with the acoustical properties of systems incorporating Micro-Perforated Panels (MPP) and absorbing materials under high level of excitation.In the first chapter, absorbent systems composed of an air-cavity backed MPP are studied at high level of excitations. An analytical model involving two dimensionless parameters and an optimum Mach number is proposed. This model describes the behavior of the maximum of absorption coefficient (absorption coefficient at the resonance) with respect to the Mach number inside the perforations. A formula is proposed that predicts the variations of the absorption peak with the acoustical Mach number.In the second chapter, the holes interaction effects are studied theoretically and experimentally under high levels of excitations. Following an equivalent fluid approach, a model for which the tortuosity is corrected to account for the holes interaction effects coupled to the jet-like effects is developed. Multi-layered absorbents composed of MPP and porous materials are then studied under high level of excitations. The case where the multi-layers are directly attached to a rigid wall and the case where there is an air cavity before the rigid wall are examined. Forchheimer's law is used to model each medium of the multi-layer and the use of the transfer matrix method is made to account for these media.Sound transmission study under high level of excitation is introduced. The perspectives of this work are numerous and promising in the acoustics of transportation systems applications.

Architectual study deals with the design of an apartment building in the new south district in Brno – area the south from the existing main station. Living close to the Svratka river and concurrently near historic centre are the greatest potentials of the territory. Another similar place does not exist anywhere in Brno. The project follows plans of building a new main station of the city. This includes extensive transport infrastructure. The new district is connected to the Brno boulevard and also to „highline“ park on the historic viaduct. The area was not built till today, although it is really attractive and unusual place in the city. The main reason is flood area located here. Nowadays a city administration is preparing a new zoning plan, which suggests many flood control measures. In my thesis I am interested in one block of buildings from the new district, which is situated close to the river. One of these apartment buildings is designed in more detail. This is the coner object located near the square. The house is composed of eight floors – two underground and six upper floors. Garages are located underground. Entrance area for residents, technical background and some home-office units are planed on the first storey. The part of the first floor is rentable – coner space for cafe or bar. Upper floors have only resident function. Varied flats are two-rooms to five-rooms. A part of proposal is also outdoor spaces. They are very significant for really beautiful views to the waterfront, the river and adjancent park. All housing units have loggia, balcony or terrace. Home-office units on the first floor are completed with private gadens in the courtyard. Roof apartments are favored for theirs private roof gardens. But a part of roof green terraces is available for all residents of the house.

Le bruit généré par la détente d'un écoulement sous pression à travers des plaques multi-perforées ou des diaphragmes est étudié expérimentalement. Cette analyse est menée sur deux configurations géométriques distinctes dans lesquelles la plaque perforée est placée à la sortie d'un conduit cylindrique (configuration de jet libre) ou à l'intérieur de celui-ci (configuration de jet confiné).Dans un premier temps, une étude paramétrique acoustique est effectuée pour ces deux configurations en variant les caractéristiques géométriques des plaques perforées et les points de fonctionnement dans des régimes subsoniques et supersoniques. Les différentes sources de rayonnement pouvant apparaitre sur de tels systèmes de détente, sont alors identifiées. Par ailleurs, les effets acoustiques de chacun des paramètres géométriques sont mis en lumière, offrant ainsi une aide à la conception silencieuse de tels systèmes. Dans un second temps, l'intérêt est porté sur l'analyse de la composante à large bande dominante: le bruit de mélange. Cette étude est menée sur la configuration de jet libre et s'appuie sur des visualisations strioscopiques ainsi que sur des mesures de vélocimétrie par image de particules couplées à des acquisitions acoustiques en champ lointain. Dans le cas des diaphragmes, les différents résultats mettent en évidence des mécanismes sources du bruit de mélange similaires à ceux observés dans la littérature pour les jets isolés issus de tuyères. Le rayonnement à l'aval, dominant, est généré par l'interaction de grosses structures turbulentes cohérentes à la fin du cône potentiel du jet, tandis que dans les autres directions, le bruit est généré par la turbulence de petite échelle dans les couches de cisaillement du jet.Pour les plaques multi-perforées, des mécanismes comparables sont également identifiés. Néanmoins, selon la géométrie de ces plaques, deux zones sources distinctes du rayonnement aval sont identifiées favorisant l'apparition de deux bosses dans les spectres en champ lointain. Dans le cas de perforations éloignées, la bosse à plus haute fréquence domine le spectre aval et l'interaction des grosses structures turbulentes se produit au niveau de la fin du cône potentiel des jets. Lorsque les perforations sont en revanche proches, c'est la bosse à basse fréquence qui domine et l'interaction des grosses structures turbulentes cohérentes semble se produire près de la fin du cône potentiel du gros jet équivalent formé à l'aval à partir du mélange de l'ensemble des jets issus des perforations. Dans les autres directions, l'espacement des perforations joue également un rôle important sur le rayonnement acoustique, du fait d'une interaction plus ou moins rapide des jets entre eux. Cela a alors pour effet de modifier les zones de cisaillement et en conséquence le rayonnement acoustique de la même manière que dans la direction aval. / The noise generated by the expansion of a pressurized flow through multi-perforated plates or diaphragms is experimentally investigated. The analysis is conducted on two distinct geometrical configurations in which the perforated plate is placed at the outlet of (free jet configuration) or inside (ducted jet configuration) a cylindrical duct.Firstly, an acoustic parametric study is carried out on these two configurations for various perforated plate geometries and for a number of operating points ranging from subsonic to supersonic. The different acoustic sources that can arise from such systems are thus identified. Furthermore, the effect of each geometrical parameter onto the radiated sound field is highlighted, thus providing guidelines for the silent design of such pressure release devices.In a second step, the focus is on the dominant broadband component, that is, the mixing noise. This part of the study is dedicated to the free jet configuration and is based on Schlieren imaging, as well as on Particle Image Velocimetry measurements, both coupled far-field sound measurements.In the diaphragm cases, the aerodynamic results show that the source mechanisms are similar to those reported in the literature about isolated jets from conventional nozzles. The downstream radiation is generated by the interaction of large coherent structures at the end of the jet potential core, while in the other directions it is generated by the small-scale turbulence from the shear layer.For multi-perforated plates, comparable mechanisms are also observed. However, depending on the plate geometry, two distinct source regions contributing to the downstream radiation are identified. They explain the presence of two broadband humps in the far-field spectra. In the case of widely spaced perforations, the higher frequency hump in the downstream spectrum increases and the interaction of the large turbulent structures occurs mainly at the end of the potential core of the small jets issuing the perforations. Conversely, when these perforations are close to each other, the small jets rapidly merge into a single larger one that has a longer potential core. As a result, larger coherent structures interact downstream of the small jet mixing region and therefore, a low-frequency hump dominates the downstream spectrum. In the other directions, the perforation spacing has also a significant impact on the acoustic radiation, due to a more or less rapid interaction of the jets. Consequently, the turbulence, as well as the shear zones of the various mixing layers, are modified. The geometric parameters thus have similar effects on the cross-stream as on the downstream radiation.

The theme of the development of the existing sports grounds was dealt with Based on a number of analyzes, visits to the site and communication with the community management, the theme of the development of the existing sports grounds was dealt with. The whole territory is up to a football field in a very maintained conditions. There are two smaller accommodation facilities, which are seasonally used mainly by schools in nature and other students, but their condition is quite unsatisfactory. The soccer field, which is the only one maintained, belongs to the existing base of soccer players - the dressing room with the clubhouse. Their condition is also somewhat aggravated. In the current spatial plan, the whole proposed area is at the interface of two areas, the first is the area of sport and individual recreation and the second is the area to be examined. Urban design is based on the location of the existing soccer field and the preservation or improvement of existing links to the surrounding area. Most of the paved areas will be overtaken. Part of the design of the development of sports activities in the village was also to find a possible solution for parking for tourists, for which there is no free space in the village. The chosen location is advantageous in that, when a parking lot will be created, it will be created near the main entrance to the village on road II. Cl. No. 420 from Hustopeče through the village. Architectonically, but also conceptually, the construction is based on the economic possibilities of the municipality, the possibilities of variability of the solution and especially of the possibilities of staging construction. The result are two buildings. One main, replacing the background of spccer players, creates the conditions for year-round training in the new gym, for going to fitness, while part of the building is a platform for the soccer field. The second building is an accommodation that replaces the existing unsatisfactory buildings. Architecturally, they are masses that are greatly affected by the modules. The building structure and the facilities of the sports hall are structurally designed from standardized modular systems, steel containers that are interconnected to create an unusual spectacle. The area of the gym is defined by a reinforced concrete skeleton. Both buildings are covered with gold anodized sheet metal, which is profiled similarly to the peripheral walls of the containers. At the same time, the object was to create year-round sports grounds that are accessible to the general public and youth.

The subject of this master thesis is the elaboration of project documentation for the construction of a car showroom & service. This building is located in Brno, cadastral area of city Brno: Královo Pole. It is a detached building without a basement built on a trapezoid shaped area with a flat terrain. Object is divided into two functional parts: the car showroom and the car service. These two parts are constructionally and operationally connected. The car showroom is designed as a two-storey object, which serves as car exhibition, technical and hygienic facilities and mainly the administrative parts of both objects. The car service is designed as a single-storey object without a basement, which serves as a workspace of the car service and a warehouse. The load-bearing structural system of the car showroom is made of reinforced concrete pillars with ceramic masonry. The load-bearing structural system of the car service is made of reinforced concrete pillars with light sandwich panels. The foundation slab consists of prefabricated stepped foundation pad, prefabricated reinforced concrete grade beam and concrete strip footing. Insulation system of the building is made of insulation boards from basalt wool cladding by ventilated facades with perforated steel panels. Insolation in the car showroom is secured by glass curtain wall in combination with plastic windows and doors. Ceiling structures are designed as prestressed ceiling panels Spiroll. Roofing structure of both objects is supported by prestressed reinforced concrete roof girder in combination with trapezoidal sheet and insulation boards from basalt wool and PIR boards. The roof of the objects is flat with ordinary layer order with waterproof layer from softened PVC.

[ES] El ruido de rodadura es un fenómeno producido debido a la interacción entre la rueda y el carril e inducido por las pequeñas irregularidades existentes en la superficie de ambos. Dichas irregularidades, conocidas como "rugosidad", provocan que se genere una vibración tanto en la rueda como el carril cuando el tren circula a una cierta velocidad, lo que consecuentemente lleva a la aparición de radiación acústica. Esto conforma una de las fuentes de molestias más relevantes y principal origen de la contaminación acústica producida por los trenes al circular por regiones urbanas densamente pobladas. Así, el objetivo de esta Tesis es el desarrollo de una metodología integral para la obtención de diseños de rueda viables mediante el uso de Algoritmos Genéticos (AG) con la finalidad de minimizar el ruido de rodadura asociado. Al desarrollar los mencionados algoritmos de optimización, el Método de Elementos Finitos (MEF) se combina con la parametrización geométrica de las diferentes tipologías de diseño de rueda analizadas, descritas en función de aquellos parámetros más relevantes para la presente investigación. Se hace uso de modelos linealizados en el dominio de la frecuencia, capaces de resolver la dinámica completa del sistema a partir de las correspondientes mallas de la sección transversal. La obtención de la potencia acústica radiada se lleva a cabo mediante el empleo de una formulación semi-analítica para el cálculo de la eficiencia acústica de la rueda y al uso de un Modelo de Fuentes Equivalentes (MFE) en el carril. El desarrollo teórico, además, es validado con el software comercial de referencia en el campo de investigación, TWINS, en el cual se basa. A lo largo de los procedimientos de optimización, se realiza un análisis de fatiga en cada diseño de rueda considerado con el fin de asegurar su viabilidad estructural, lo que actúa como una restricción de "pena de muerte" en el algoritmo. Además, se desarrolla un procedimiento de identificación modal que permite caracterizar los modos de vibración y clasificarlos según su número de diámetros y circunferencias nodales. Seguidamente, se exploran dos formulaciones diferentes de la función objetivo: una centrada en reducir directamente el ruido radiado, llamada LA;W -min; i otra centrada en disminuir el ruido de rodadura maximizando la media de las frecuencias naturales de los modos de vibración, conocida como NF-max. En la metodología LA;W -min, se minimiza la suma en energía del nivel de potencia acústica expresado en dB(A). Para el caso de NF-max, se desplazan las frecuencias naturales a regiones de frecuencia donde la amplitud de rugosidad es menor. Se consideran diversas aproximaciones: la inclusión de esquemas de perforación y la modificación de la forma de su sección transversal. Además, también se ha estudiado la influencia en el ruido de la variación de las propiedades geométricas del carril y viscoelásticas de la vía. Como resultado de esta Tesis se han conseguido diversos modelos más silenciosos de rueda ferroviaria, con reducciones en el ruido de rodadura de hasta 5 dB(A). Cuando se considera el sistema ferroviario completo,se siguen consiguiendo mejoras en la potencia acústica radiada con los diseños de rueda resultantes. Además, se analizan las correlaciones entre la maximización de las frecuencias naturales y la atenuación del nivel de potencia acústica, estableciendo NF-max como una metodología adecuada para los casos en que se priorice la eficiencia computacional. La sensibilidad del problema a los espacios de diseño seleccionados y la adecuación del uso de AG se estudian también con la obtención de Superficies de Respuesta. Adicionalmente, se han establecido relaciones entre la variación de los parámetros geométricos y la disminución en la radiación acústica asociada, así como se ha propuesto la reubicación de los modos de vibración a lo largo del espectro en frecuencia com / [CA] El soroll de rodament és un fenomen causat per la interacció entre la roda i el carril i induït per les xicotetes irregularitats presents a les seues superfícies. Aquestes irregularitats, conegudes amb el nom de "rugositat", provoquen que es genere una vibració tant a la roda com al carril en circular el tren a una certa velocitat, el que conseqüentment du a l'aparició de radiació acústica. Açò conforma una de les fonts de molèsties més rellevants i el principal origen de la contaminació acústica generada pels trens al seu pas per regions urbanes densament poblades. Així, l'objectiu d'aquesta Tesi és el desenvolupament d'una metodologia integral per a l'obtenció de dissenys de roda viables mitjançant l'ús d'Algoritmes Genètics (AG) amb la inalitat de minimitzar el soroll de rodament associat. Al desenvolupar els esmentats algoritmes d'optimització, el Mètode d'Elements Finits (MEF) es combina amb la parametrització geomètrica de les diferents tipologies de disseny de roda analitzades, descrites en funció d'aquells paràmetres més rellevants per a aquesta investigació. Es fa ús de models linealitzats en el domini de la freqüència, capaços de resoldre la dinàmica completa del sistema a partir les corresponents malles de secció transversal. La obtenció de la potència acústica radiada es du a terme mitjançant la utilització d'una formulació semi-analítica per al càlcul de l'eficiència acústica de la roda i l'ús d'un Model de Fonts Equivalents (MFE) amb el carril. El desenvolupament teòric s'ha validat amb el software comercial de referència al camp d'investigació, TWINS, en el qual es basa. Al llarg dels procediments d'optimització, es realitza una anàlisi de fatiga a cada disseny de roda considerat amb la finalitat d'assegurar la seua viabilitat estructural. S'ha desenvolupat un procediment d'identificació modal que permet caracteritzar els modes de vibració i classificar-los d'acord al seu número de diàmetres i circumferències nodals. També, s'exploren dos formulacions diferents de la funció objectiu: una centrada en reduir directament el soroll radiat, anomenada LA;W -min; i altra centrada en disminuir el soroll de rodament maximitzant la mitja de les freqüències naturals dels modes de vibració, coneguda com NF-max. D'aquesta manera, en la metodologia LA;W -min, es minimitza la suma en energia del nivell de potència acústica expressat en dB(A). Per al cas de NF-max, es desplacen les freqüències naturals a regions de freqüència on l'amplitud de rugositat és menor. Es consideren diverses aproximacions: la inclusió d'esquemes de perforació i la modificació de la forma de la seua secció transversal, establint el radi com un valor fixe en un cas i utilitzant-lo com un paràmetre d'optimització més en l'altre. A més a més, s'ha estudiat la influència en el soroll de la variació de les propietats geomètriques del carril i viscoelàstiques de la via. Com a resultat d'aquesta Tesi s'han aconseguit diversos models de roda ferroviària més silenciosos, amb reduccions en el soroll de rodament de fins a 5 dB(A). Quan es considera el sistema ferroviari complet amb tots els seus components, es segueixen aconseguint millores en la potencia acústica radiada amb els dissenys de roda resultants. A més a més, 'analitzen les correlacions entre la maximització de les freqüències naturals i l'atenuació del nivell de potencia acústica, establint NF-max com una metodologia adequada pels casos en que es prioritza l'eficiència computacional. La sensibilitat del problema als espais de disseny escollits i l'adequació de l'ús de AG s'estudia també mitjançant l'obtenció de Superfícies de Resposta (SRs) per als paràmetres geomètrics utilitzats. Addicionalment, s'han establert relacions entre la variació dels paràmetres geomètrics i la disminució en la radiació acústica associada, així com s'ha proposat la reubicació dels modes de vibració al voltant de / [EN] Rolling noise phenomenon is produced due to the wheel/track interaction and induced by the small unevenness present in their surfaces. Such unevenness, known as "roughness", causes that vibrations arise in both the wheel and track when the train passes by with a certain speed, that consequently leads to the appearance of acoustic radiation. This kind of noise is one of the most relevant sources of annoyance and the principal focus of the railway acoustic pollution produced by trains operating through highly populated urban regions. Thus, the main goal of the present Thesis is the development of a comprehensive methodology to achieve suitable railway wheel designs through the use of Genetic Algorithms (GAs) with the aim of minimizing the associated rolling noise. When developing the aforementioned optimization algorithms, the Finite Element Method (FEM) is combined with the geometric parametrization of the different wheel design typologies analysed, described as a function of those parameters most relevant for the current research. In order to describe the dynamic behaviour of each component involved in the wheel/track interaction, use is made of linearised models in the frequency domain capable of solving the whole coupled dynamic response from the corresponding cross-section meshes. Subsequent derivation of the radiated sound power from the dynamic information is carried out by applying a semi-analytical formulation that allows for the wheel acoustic efficiency computation, on one hand, and by making use of an Equivalent Sources Model (ESM) in the track, on the other hand. Besides, such theoretical development is validated with the reference commercial software in the field, TWINS, on which it is based. Throughout the optimization procedures, a fatigue analysis is performed on every wheel design considered to assure structural feasibility, that acts as a "death penalty" constraint in the algorithm. Furthermore, a modal identification procedure is developed, which allows to characterize modeshapes and to classify them according to their number of nodal diameters and circumferences. Then, two different formulations of the objective function are explored: one focused on directly reducing radiated noise, named LA;W-min; and another centred on decreasing rolling noise by maximizing the average natural frequency of the modeshapes, called NF-max. Hence, in the LA;W -min methodology, the sum in energy of the wheel Sound poWer Level (SWL) expressed in dB(A) is minimized. For the NF-max case, natural frequencies are shifted to frequency regions where the roughness amplitude content is lower. Different approaches are considered: the inclusion of perforation schemes in the wheel and the variation of its cross-sectional shape, setting the radius as a constant value in one case and using it as an optimization parameter in another. Moreover, the influence on the noise of changing the rail geometric and track viscoelastic properties is also studied. As a result of the present Thesis, several quieter models of railway wheels have been achieved, with rolling noise reductions of up to 5 dB(A). When the whole railway system with all the components is considered, improvements in the radiated sound power remain achieved with the resulting wheel designs. Besides, correlations between maximization of natural frequencies and SWL mitigation are analysed, establishing the NF-max as a suitable methodology for cases when computational efficiency is prioritized. The sensitivity of the problem to selected design domains and the suitability of the use of GAs are also studied with the obtention of Response Surfaces (RSs) for the geometric parameters used. Additionally, correlations are established between the variation of the geometric parameters and the decrease in the associated acoustic radiation, while the shifting of the modeshapes along the frequency domain is proposed as a physical mechanism responsible of the observed sound power decrease. / This thesis has been supported by the Agencia Estatal de Investigación and the European Regional Development Fund (projects TRA2013-45596-C2-1-R and TRA2017-84701-R). / Garcia Andrés, X. (2021). Development of innovative methodologies to reduce railway rolling noise through Genetic Algorithm-based shape optimization techniques [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/164194