359 research outputs found

    Design and economic analysis of a hydrokinetic turbine for household applications

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    Social and political concerns on climate change have made renewable energy an essential component of government's work plans. Grid-connected horizontal-axis hydrokinetic turbines are promising eco-friendly power sources for electrical energy supply to households near middle-to-high discharge rivers, while providing an opportunity to sell the energy surplus. In this work, a rotor design analysis of a hydrokinetic turbine with a 1 m nominal radius is performed based on blade element momentum theory. Then, an economic analysis is presented in terms of the discounted payback period and the internal rate of return. The numerical results show that three-bladed hydrokinetic turbines with a nominal tip speed ratio of 5 and state-of-the art high lift-to-drag ratio hydrofoils (∼100) lead to maximum performance with a power coefficient around 0.45. Performance can be further improved in an affordable manner using diffuser-augmented hydrokinetic turbines. The use of hydrokinetic energy in household applications can be profitable in leading economic countries with a discounted payback period of 4-6 years. In energy developing countries, this technological solution can be cost effective accompanied by economic subsides and implementation of a local industry, resulting in similar payback periods.This work was supported by projects PID2019-106740RB-I00 and EIN2020-112247 of the Spanish Agencia Estatal de Investigación . Funding for APC: Universidad Carlos III de Madrid (Read & Publish Agreement CRUE-CSIC 2022)

    Multi-qubit time-varying quantum channels for NISQ-era superconducting quantum processors

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    Recent experimental studies have shown that the relaxation time (T1T_1) and the dephasing time (T2T_2) of superconducting qubits fluctuate considerably over time. To appropriately consider this time-varying nature of the T1T_1 and T2T_2 parameters, a new class of quantum channels, known as Time-Varying Quantum Channels (TVQCs), has been proposed. In previous works, realizations of multi-qubit TVQCs have been assumed to be equal for all the qubits of an error correction block, implying that the random variables that describe the fluctuations of T1T_1 and T2T_2 are block-to-block uncorrelated, but qubit-wise perfectly correlated for the same block. Physically, the fluctuations of these decoherence parameters are explained by the incoherent coupling of the qubits with unstable near-resonant two-level-systems (TLS), which indicates that such variations may be local to each of the qubits of the system. In this article, we perform a correlation analysis of the fluctuations of the relaxation times of multi-qubit quantum processors ibmq\_quito, ibmq\_belem, ibmq\_lima, ibmq\_santiago and ibmq\_bogota. Our results show that it is reasonable to assume that the fluctuations of the relaxation and dephasing times of superconducting qubits are local to each of the qubits of the system. Based on these results, we discuss the multi-qubit TVQCs when the fluctuations of the decoherence parameters for an error correction block are qubit-wise uncorrelated (as well as from block-to-block), a scenario we have named the Fast Time-Varying Quantum Channel (FTVQC). Furthermore, we lower bound the quantum capacity of general FTVQCs based on a quantity we refer to as the ergodic quantum capacity. Finally, we use numerical simulations to study the performance of quantum error correction codes (QECC) when they operate over FTVQCs.Comment: 21 page

    Cross-Checking Different Sources of Mobility Information

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    International audienceThe pervasive use of new mobile devices has allowed a better characterization in space and time of human concentrations and mobility in general. Besides its theoretical interest, describing mobility is of great importance for a number of practical applications ranging from the forecast of disease spreading to the design of new spaces in urban environments. While classical data sources, such as surveys or census, have a limited level of geographical resolution (e.g., districts, municipalities, counties are typically used) or are restricted to generic workdays or weekends, the data coming from mobile devices can be precisely located both in time and space. Most previous works have used a single data source to study human mobility patterns. Here we perform instead a cross-check analysis by comparing results obtained with data collected from three different sources: Twitter, census and cell phones. The analysis is focused on the urban areas of Barcelona and Madrid, for which data of the three types is available. We assess the correlation between the datasets on different aspects: the spatial distribution of people concentration, the temporal evolution of people density and the mobility patterns of individuals. Our results show that the three data sources are providing comparable information. Even though the representativeness of Twitter geolocated data is lower than that of mobile phone and census data, the correlations between the population density profiles and mobility patterns detected by the three datasets are close to one in a grid with cells of 2 × 2 and 1 × 1 square kilometers. This level of correlation supports the feasibility of interchanging the three data sources at the spatio-temporal scales considered

    He says, she says: ecosystem services and gender among indigenous communities in the Colombian Amazon

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    Although it has been hypothesized that men and women vary in the way they value ecosystem services, research on ecosystem services rarely incorporates a gender dimension. We conducted research with nine indigenous communities in the Colombian Amazon to understand which ecosystem services men and women perceive as most important for their wellbeing and to rank them according to locally-defined criteria of importance. Participants identified a total of 26 ecosystem services and 20 different ranking criteria. Ecosystem services such as land for agricultural fields (a supporting service), and provision of fish and medicinal plants were equally important for both men and women. Wild fruits and resources to make handicrafts were more frequently mentioned by women, whereas timber, materials for making tools and coca leaves were more frequently mentioned by men. There were also differences in the criteria used to value ecosystem services, with 11 criteria mentioned by both men and women, five mentioned exclusively by women and another four only by men. Our results suggest that taking gender differences into account in ecosystem services assessments may result in the prioritization of different services in conservation and sustainable development programs, and may lead to different outcomes for ecosystem service provision and local livelihoods.</p

    Synthesis and characterization of extremely small gold nanoshells, and comparison of their photothermal conversion capacity with gold nanorods

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    The current methods for preparing gold nanoshells (AuNSs) produce shells with a diameter of approximately 40 nm or larger, with a relatively large polydispersity. However, AuNSs with smaller diameters and more monodispersity are better suited for biomedical applications. In this work, we present a modified method for the preparation of AuNSs, based on the use of sacrificial silver nanoparticles (AgNPs). We customized the Lee–Meisel method to prepare small and monodisperse AgNPs that were used as sacrificial nanoparticles to prepare extremely small monodispersed AuNSs with an average diameter from 17 to 25 ± 4 nm. We found that these AuNSs are faceted, and that the oxidized silver likely dissolves out of the nanoparticles through some of the facets on the AuNSs. This leads to a silver oxide plug on the surface of the AuNSs, which has not been reported before. The smaller AuNSs, prepared under the best conditions, absorb in the near infrared region (NIR) that is appropriate for applications, such as photothermal therapy or medical imaging. The AuNSs showed absorption peaks in the NIR similar to those of gold nanorods (AuNRs) but with better photothermal capacity. In addition, because of their negative charge, these AuNSs are more biocompatible than the positively charged AuNRs. The synthesis of small, monodisperse, stable and biocompatible nanoparticles, like the ones presented in this work, is of prime importance in biomedical applications.The current methods for preparing gold nanoshells (AuNSs) produce shells with a diameter of approximately 40 nm or larger, with a relatively large polydispersity. However, AuNSs with smaller diameters and more monodispersity are better suited for biomedical applications. In this work, we present a modified method for the preparation of AuNSs, based on the use of sacrificial silver nanoparticles (AgNPs). We customized the Lee–Meisel method to prepare small and monodisperse AgNPs that were used as sacrificial nanoparticles to prepare extremely small monodispersed AuNSs with an average diameter from 17 to 25 ± 4 nm. We found that these AuNSs are faceted, and that the oxidized silver likely dissolves out of the nanoparticles through some of the facets on the AuNSs. This leads to a silver oxide plug on the surface of the AuNSs, which has not been reported before. The smaller AuNSs, prepared under the best conditions, absorb in the near infrared region (NIR) that is appropriate for applications, such as photothermal therapy or medical imaging. The AuNSs showed absorption peaks in the NIR similar to those of gold nanorods (AuNRs) but with better photothermal capacity. In addition, because of their negative charge, these AuNSs are more biocompatible than the positively charged AuNRs. The synthesis of small, monodisperse, stable and biocompatible nanoparticles, like the ones presented in this work, is of prime importance in biomedical applications

    Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network

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    Deep learning; Multiple sclerosis, Optic nerveAprendizaje profundo; Esclerosis múltiple; Nervio ópticoAprenentatge profund; Esclerosi múltiple; Nervi òpticBackground Optic neuritis (ON) is one of the first manifestations of multiple sclerosis, a disabling disease with rising prevalence. Detecting optic nerve lesions could be a relevant diagnostic marker in patients with multiple sclerosis. Objectives We aim to create an automated, interpretable method for optic nerve lesion detection from MRI scans. Materials and Methods We present a 3D convolutional neural network (CNN) model that learns to detect optic nerve lesions based on T2-weighted fat-saturated MRI scans. We validated our system on two different datasets (N = 107 and 62) and interpreted the behaviour of the model using saliency maps. Results The model showed good performance (68.11% balanced accuracy) that generalizes to unseen data (64.11%). The developed network focuses its attention to the areas that correspond to lesions in the optic nerve. Conclusions The method shows robustness and, when using only a single imaging sequence, its performance is not far from diagnosis by trained radiologists with the same constraint. Given its speed and performance, the developed methodology could serve as a first step to develop methods that could be translated into a clinical setting.This project was developed as a part of Gerard Martí-Juan ECTRIMS Research Fellowship Program 2021–2022. This study was partially supported by the Projects (PI18/00823, PI19/00950), from the Fondo de Investigación Sanitaria (FIS), Instituto de Salud Carlos III

    Caracterización y mejoramiento de la harina de Cannavalia ensiformis como alimento balanceado para Oreochromis niloticus

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    Background. The legume Cannavalia ensiformis is an excellent source of energy, protein, vitamins and minerals to be used in animal production; however, it contains antinutritional factors (ANF), which limit its use for fishes. Goals. In this study 7 flours obtained from the processes of hydration, acid extraction, decorticating, cooking, germination, autoclaving and degreasing of the seeds of C. ensiformis were evaluated as means of elimination of ANF. Methods. The nutritional values of the meals were corroborated with proximal chemical analysis and in vitro digestibility, determining the degree of hydrolysis (GH%) of the flours of C. ensiformis obtained by pH STAT, the release of total amino acids (TAAL, μg mL-1) was calculated, using multienzymatic extracts of stomach and intestine of O.niloticus juveniles. Results. The acidic/alkaline GH values for cooked C. ensiformis flour were 0.76 ± 0.01% / 6.04 ± 0.37%, being significantly higher with respect to the other flours. The values of acidic/alkaline TAAL (mg mL-1) of this cooked flour (0.02 ± 0.006 / 0.40 ± 0.02) were significantly higher in the alkaline phase in relation to the other treatments. Conclusion. We detected that cooked meal of C. ensiformis, allow to be used as a source of protein in diets for Oreochromis niloticus.Antecedentes. La leguminosa Cannavalia ensiformis es una excelente fuente de energía, proteína, vitaminas y minerales para ser utilizada en la alimentación animal; sin embargo, contiene factores antinutricionales (FAN), que limitan su utilización en la alimentación de peces. Objetivo. En este estudio se evaluaron 7 harinas obtenidas de los procesos de hidratación, extracción acida, decorticado, cocción, germinado, autoclave y desgrasado de las semillas de C. ensiformis como medios de eliminación de FAN. Métodos. La calidad nutricional de las harinas fueron corroborados con análisis químicos proximales y digestibilidad in vitro, determinando el grado de hidrolisis (GH, %) de las harinas de C. ensiformis obtenidas mediante pH STAT, se calculó la liberación de aminoacidos totales (AALT, μg mL-1), utilizando extractos multienzimaticos de estómago e intestino de juveniles de O. niloticus. Resultados. Los valores de GH acido/alcalino para la harina de C. ensiformis cocida fue de 0.76 ± 0.01%/ 6.04 ± 0.37%, siendo significativamente mayor con respecto a las otras harinas. Los valores de AALT acido/alcalino (mg mL-1) de esta harina cocida (0.02 ± 0.006/ 0.40 ± 0.02) fueron significativamente mayores en la fase alcalina en relación a los otros tratamientos. Conclusión. Se detecto que la harina cocida de C. ensiformis, permite ser utilizada como fuente de proteína en dietas para Oreochromis niloticus

    Study of Quasispecies Complexity and Liver Damage Progression after Liver Transplantation in Hepatitis C Virus Infected Patients

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    Fibrosis; Hepatitis C virus; Viral loadFibrosis; Virus de la hepatitis C; Carga viralFibrosi; Virus de l'hepatitis C; Càrrega viralCirrhosis derived from chronic hepatitis C virus (HCV) infection is still a common indication for liver transplantation (LT). Reinfection of the engrafted liver is universal in patients with detectable viral RNA at the time of transplant and causes fast progression of cirrhosis (within 5 years) in around one-third of these patients. To prevent damage to the liver graft, effective direct-acting antiviral (DAA) therapy is required as soon as possible. However, because of post-LT clinical instability, it is difficult to determine the optimal time to start DAAs with a low risk of complications. Evaluate changes in quasispecies complexity following LT and seek a predictive index of fast liver damage progression to determine the timing of DAA initiation. HCV genomes isolated from pre-LT and 15-day post-LT serum samples of ten patients, who underwent orthotopic LT, were quantified and sequenced using a next-generation sequencing platform. Sequence alignments, phylogenetic trees, quasispecies complexity measures, biostatistics analyses, adjusted R2 values, and analysis of variance (ANOVA) were carried out. Three different patterns of reinfection were observed (viral bottlenecking, conserved pre-LT population, and mixed populations), suggesting that bottlenecking or homogenization of the viral population is not a generalized effect after liver graft reinfection. None of the quasispecies complexity measures predicted the future degree of liver damage. Higher and more uniform viral load (VL) values were observed in all pre-LT samples, but values were more dispersed in post-LT samples. However, VL increased significantly from the pre-LT to 15-day post-LT samples in patients with advanced fibrosis at 1-year post-LT, suggesting that a VL increase on day 15 may be a predictor of fast liver fibrosis progression. HCV kinetics after LT differ between patients and are not fibrosis-dependent. Higher VL at day 15 post-LT versus pre-LT samples may predict fast liver fibrosis progression.This study was supported by grants from Instituto de Salud Carlos III cofinanced by the European Regional Development Fund (ERDF) with grant numbers PI19/00533, PI19/00301, Clinical Trial Gov. Identifier: NCT01707849, and from Centro para el Desarrollo Tecnológico Industrial-CDTI of the Spanish Ministry of Economics and Competitiveness (MINECO) grant number, IDI-20200297. C.P. is supported by the Miguel Servet program of Instituto de Salud Carlos III, grant CP14/00121, cofinanced by the ERDF. Astellas Pharma Inc and Novartis Pharma also provided funding for the study, but these companies had had no role in the study design, data collection or analysis, decision to publish, or preparation of the manuscript

    A DNA barcode-assisted annotated checklist of the spider (Arachnida, Araneae) communities associated to white oak woodlands in Spanish National Parks

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    Background: A large scale semi-quantitative biodiversity assessment was conducted in white oak woodlands in areas included in the Spanish Network of National Parks, as part of a project aimed at revealing biogeographic patterns and identify biodiversity drivers. The semiquantitative COBRA sampling protocol was conducted in sixteen 1-ha plots across six national parks using a nested design. All adult specimens were identified to species level based on morphology. Uncertain delimitations and identifications due to either limited information of diagnostic characters or conflicting taxonomy were further investigated using DNA barcode information. New information: We identified 376 species belonging to 190 genera in 39 families, from the 8,521 adults found amongst the 20,539 collected specimens. Faunistic results include the discovery of 7 new species to the Iberian Peninsula, 3 new species to Spain and 11 putative new species to science. As largely expected by environmental features, the southern parks showed a higher proportion of Iberian and Mediterranean species than the northern parks, where the Palearctic elements were largely dominant. The analysis of approximately 3,200 DNA barcodes generated in the present study, corroborated and provided finer resolution to the morphologically based delimitation and identification of specimens in some taxonomically challenging families. Specifically, molecular data confirmed putative new species with diagnosable morphology, identified overlooked lineages that may constitute new species, confirmed assignment of specimens of unknown sexes to species and identified cases of misidentifications and phenotypic polymorphisms
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