1,920 research outputs found

    Contributions to the development of distributed sensors based on stimulated Brillouin scattering

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    RESUMEN: El objetivo principal de esta tesis es contribuir al desarrollo y la mejora del rendimiento de los sensores distribuidos basados en la dispersión Brillouin. Durante el desarrollo de este trabajo se han considerado diferentes áreas de mejora. En primer lugar, se han propuesto diversas configuraciones experimentales para superar algunas de las limitaciones típicas que tienen estos sensores, como son los efectos no locales en los sensores BOTDA o la aparición de sub-picos en el espectro de ganancia de Brillouin en sistemas basados en el dominio de frecuencia. Otro objetivo principal de este trabajo es aplicar diferentes enfoques de procesado para resolver problemáticas aún no resueltas, como la discriminación entre las medidas de temperatura y las de deformación obtenidas con los sensores Brillouin. Además, también se han estudiado algunos métodos alternativos al método tradicional basado en la aplicación de ajustes Lorentzianos para estimar el cambio de la frecuencia Brillouin. Finalmente, este trabajo también ha tratado de contribuir a la validación de los conocimientos adquiridos mediante la validación en escenarios reales, como aplicaciones de alta temperatura o detección de fugas en tuberías.ABSTRACT: The main objective of this thesis dissertation is to contribute to the development and improvement in the performance of distributed sensors based on Brillouin scattering. Different areas of improvement have been considered during the development of this work. First of all, various different experimental configurations have been proposed to overcome some traditional limitations of these sensors, such as non-local effects on Brillouin optical time domain analysis (BOTDA) sensors or appearance of sub-peaks on the Brillouin gain measured with systems based on the frequency domain. Another main objective of this work is applying different processing approaches in an attempt to solve open problems such as the discrimination between temperature and strain measurements obtained with Brillouin sensors. Additionally, it would be interesting to provide some faster and alternative methods to estimate the Brillouin shift in comparison to traditional method based on applying Lorentzian fittings. Finally, this work has also tried to contribute to the validation of the acquired knowledge by performing validations in real scenarios, such as high-temperature applications or leakage detection in pipelines.This work has been supported by the funding of the following entities and actions: • Universidad de Cantabria through the research grant Programa de Personal Investigador en Formación Predoctoral and research stays grants in Pamplona, Spain and in Aversa, Italy. • Agencia Estatal de Investigación through research project Sensores fotónicos para seguirdad y protección (TEC2016-76021-C2-2-R). • Ministerio de Economía y Competitividad through research project Sensores de fibra óptica para seguirdad y protección (TEC2013-47264-C2-1-R). • Gobierno de Cantabria through research project Detección de fugas en autovías del agua mediante sensores ópticos (FASO). • Fundación TTI through a research grant Patrocinio de actividades formativas en investigación científica y técnica. • Cost action td1001: Novel and reliable optical fibre sensor systems for future security and safety applications (OFSESA) through a research grant for a short term scientific mission to Aversa, Italy and through two grants for summer schools

    Artificial intelligence in studying and evaluation of otitis media by acoustic reflectometry

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    Abstract. Objective: Acute otitis media (AOM) is usually associated with upper respiratory tract infections and common colds, but many times it can last longer than the initial symptoms. An acoustic reflectometry device can be used to objectify the diagnostic process. The purpose of the study was to train the neural network to identify ears with symptoms of AOM using the acoustic response of the device. Methods: An acoustic reflectometry sample of 53 ears from 39 patients was collected during laryngoscopy operation from patients with recurrent ear infections. In addition to the acoustic samples, the doctor determined whether ear had visual signs of otitis media (OM) and whether there was effusion in it. These three parameters were used in the construction of feedforward neural network. Two neural network layouts were selected, one with samples of effusion-only sick ears and the other with sick ears based on other visual indications of OM, independent of effusion. Results: The sensitivity and specificity of the trained networks were about 90%. Two different groupings of samples clearly showed that diseased ears without effusion could be identified as sick with sensitivity of 80–90%, when similar ears were included in the category of sick ears. Network with sick ears with effusion as training material had a sensitivity of 20–30% identifying sick ears without effusion. The inclusion of both types of sick ears in single network caused slight drop in sensitivity and specificity compared to just one type. Conclusion: Acoustic reflectometry can detect more than just standard cases of acute otitis media, in which effusion typically occurs. An accurate neural network for identifying sick ears without effusion can be achieved with a relatively small sample size. This indicates a possibility of conducting an in-depth analysis of other diseases within the OM group or the transition between these diseases.Tekoäly otitis median tutkimisessa ja arvioimisessa akustisella reflektometrialla. Tiivistelmä. Työtarkoitus: Akuutti otitis media (AOM) yhdistetään yleensä ylempien hengitysteiden tulehduksiin ja nuhaan, mutta monesti otitis media (OM) oireet voivat kestää tulehdustilaa tai nuhaa pidempään. Akustista reflektometriaa käyttävän laitteen avulla diagnosointi prosessia voidaan tarkastella objektiivisesti. Työn tarkoitus oli opettaa neuroverkko, mikä tunnistaa AOM-oireisen korvan akustisen reflektometrin akustisesta mittauksesta. Menetelmät: Laryngoskopiaoperaation aikana kerättiin akustisella reflektometrialla otos 53 korvasta. Operaatio suoritettiin 39 potilaalle, joilla oli uusiutuvia korvatulehduksia. Akustisten näytteiden lisäksi operaation aikana lääkäri määritti visuaaliset OM-merkit ja eritteen määrän. Näitä kolmea tietoa käytettiin eteenpäin kytkeytyvän neuroverkon rakentamiseen. Kaksi neuroverkkoa rakennettiin, joissa ensimmäisessä oli pelkästään eritettä sisältävät korvat, ja toisessa kaikki visuaalisesti OM-merkit täyttävät korvat, mukaan lukien eritettä sisältävät korvat. Tulokset: Opetettujen neuroverkkojen sensitiivisyys ja spesifisyys olivat 90 % luokkaa. Kahteen ryhmään jaettu aineisto osoitti, että sairaat eritteettömät korvat voidaan tunnistaa sairaiksi 80–90 % sensitiivisyydellä, kun neuroverkolle opetetaan sekä eritteiset että eritteettömät sairaat korvat. Pelkästään eritteisiä korvia sisältävä neuroverkko tunnisti eritteettömät sairaat korvat 20–30 % sensitiivisyydellä. Eritteisten ja eritteettömien korvien käyttö samassa neuroverkossa laski sensitiivisyyttä ja spesifisyyttä verrattuna pelkkien eritteisten käyttöön. Johtopäätökset: Akustinen reflektometria voi tunnistaa muitakin tiloja kuin tyypillisen eritteisen akuutin otitis median. Pienellä näytemäärällä voidaan saavuttaa tarkka neuroverkko, mikä tunnistaa otitis median ilman eritteen läsnäoloa. Tämä viittaa mahdollisuuteen, että syvällisellä analyysillä voidaan saada lisää tietoa taudin etenemisestä tai taudin muista tiloista

    GNSS transpolar earth reflectometry exploriNg system (G-TERN): mission concept

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    The global navigation satellite system (GNSS) Transpolar Earth Reflectometry exploriNg system (G-TERN) was proposed in response to ESA's Earth Explorer 9 revised call by a team of 33 multi-disciplinary scientists. The primary objective of the mission is to quantify at high spatio-temporal resolution crucial characteristics, processes and interactions between sea ice, and other Earth system components in order to advance the understanding and prediction of climate change and its impacts on the environment and society. The objective is articulated through three key questions. 1) In a rapidly changing Arctic regime and under the resilient Antarctic sea ice trend, how will highly dynamic forcings and couplings between the various components of the ocean, atmosphere, and cryosphere modify or influence the processes governing the characteristics of the sea ice cover (ice production, growth, deformation, and melt)? 2) What are the impacts of extreme events and feedback mechanisms on sea ice evolution? 3) What are the effects of the cryosphere behaviors, either rapidly changing or resiliently stable, on the global oceanic and atmospheric circulation and mid-latitude extreme events? To contribute answering these questions, G-TERN will measure key parameters of the sea ice, the oceans, and the atmosphere with frequent and dense coverage over polar areas, becoming a “dynamic mapper”of the ice conditions, the ice production, and the loss in multiple time and space scales, and surrounding environment. Over polar areas, the G-TERN will measure sea ice surface elevation (<;10 cm precision), roughness, and polarimetry aspects at 30-km resolution and 3-days full coverage. G-TERN will implement the interferometric GNSS reflectometry concept, from a single satellite in near-polar orbit with capability for 12 simultaneous observations. Unlike currently orbiting GNSS reflectometry missions, the G-TERN uses the full GNSS available bandwidth to improve its ranging measurements. The lifetime would be 2025-2030 or optimally 2025-2035, covering key stages of the transition toward a nearly ice-free Arctic Ocean in summer. This paper describes the mission objectives, it reviews its measurement techniques, summarizes the suggested implementation, and finally, it estimates the expected performance.Peer ReviewedPostprint (published version

    Acoustic reflectometry for airway measurement

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    pH, geoelectrical and membrane flux parameters for the monitoring of water-saturated silicate and carbonate porous media contaminated by CO2

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    Characteristics of potable water aquifer contaminated by CO2 are investigated using well-defined laboratory experiments. The porous media domain was prepared with silica sand and limestone in separate experiments. The investigations used combinations of techniques to measure various parameters in the water-saturated porous media domain on which pressure of CO2 was imposed, under various conditions, which correspond to different geological depths. Measured parameters included the pH, geoelectrical parameters, and the diffusion of the CO2 gas through the water-saturated porous media domain using non-porous silicone rubber sheet. Experimental results revealed the existence of three stages in the profile of pH change with time as CO2 dissolved and diffused in the water-saturated porous media domain, which was composed of silica sand. The first stage was characterised by rapid decline in the pH. This is associated with quick dissolution of CO2 and the formation of carbonic acid together with bicarbonate. The second stage showed short rise in pH value, which was attributed to the reverse reaction, i.e., the formation of aqueous and gaseous CO2 and water from the carbonic acid. The third stage was that of the equilibrium in the forward and the reverse reactions, marked by steady state in pH value, which remained unchanged till the end of the experiment. The bulk electrical conductivity (σb) of the water-saturated porous domain increased in the presence of CO2. This is attributed to the formation of ionic species, especially bicarbonate, as CO2 dissolved in the domain. The rise in σb coincided with the first stage of the change in the pH of the system. In addition, the σb was higher in limestone than silica sand, and it increased with pressure of the domain. But, the bulk dielectric constant (εb) showed no change with the dissolution of the CO2 under different conditions. Furthermore, permeation of CO2 through the silicone rubber indicated the diffusion of the CO2 gas through the water-saturated domain. CO2 flux through the membrane was shown to increase with depth or pressure of the domain. A mathematical expression derived in this work shows the dependence of σb on the pH and the initial value of σb. Predictions of the changes in the σb for different porous domains show the reliability of the mathematical expression developed in this work

    Development of a concept and basis for the DEMO diagnostic and control system

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    An initial concept for the plasma diagnostic and control (D&C) system has been developed as part of European studies towards the development of a demonstration tokamak fusion reactor (DEMO). The main objective is to develop a feasible, integrated concept design of the DEMO D&C system that can provide reliable plasma control and high performance (electricity output) over extended periods of operation. While the fusion power is maximized when operating near to the operational limits of the tokamak, the reliability of operation typically improves when choosing parameters significantly distant from these limits. In addition to these conflicting requirements, the D&C development has to cope with strong adverse effects acting on all in vessel components on DEMO (harsh neutron environment, particle fluxes, temperatures, electromagnetic forces, etc.). Moreover, space allocation and plasma access are constrained by the needs for first wall integrity and optimization of tritium breeding. Taking into account these boundary conditions, the main DEMO plasma control issues have been formulated, and a list of diagnostic systems and channels needed for plasma control has been developed, which were selected for their robustness and the required coverage of control issues. For a validation and refinement of this concept, simulation tools are being refined and applied for equilibrium, kinetic and mode control studies

    Surface plasmon resonance based measurement of the dielectric function of a thin metal film

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    A spectral method based on surface plasmon resonance (SPR) in air is used to measure the dielectric function of a thin metal film. The method utilizes the spectral dependence of the ratio of the reflectances of p- and s-polarized waves measured in the Kretschmann configuration at different angles of incidence. By processing these dependences in the vicinity of a dip, or equivalently near the resonance wavelength, and using the dispersion characteristics of a metal film according to a proposed physical model, the real and imaginary parts of the dielectric function of the metal can be determined. The corresponding dielectric function of the metal is obtained by a least squares method for such a thickness minimizing the difference between the measured and theoretical dependence of the resonance wavelength on the the angle of incidence. The feasibility of the method is demonstrated in measuring the dielectric function of a gold film of an SPR structure comprising an SF10 glass prism and a gold coated SF10 slide with an adhesion film of chromium. The dielectric function according to the Drude-Lorentz model with two additional Lorentzian terms was determined in a wavelength range from 534 to 908 nm, and the results show that the gold film is composed of homogenous and rough layers with thicknesses 42.8 nm and 2.0 nm, respectively. This method is particularly useful in measuring the thickness and dielectric function of a thin metal film of SPR structures, directly in the Kretschmann configuration.Web of Science1811art. no. 369
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