Mostrando 10 resultados de: 13
Publisher
Computer-Aided Civil and Infrastructure Engineering(2)
30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020(1)
Automation in Construction(1)
Bulletin of Earthquake Engineering(1)
Engineering Applications of Artificial Intelligence(1)
Área temáticas
Ingeniería y operaciones afines(5)
Física aplicada(4)
Ingeniería civil(3)
Materiales y estructura arquitectónica(2)
Métodos informáticos especiales(2)
Área de conocimiento
Inferencia bayesiana(2)
Ingeniería civil(2)
Ingeniería estructural(2)
Optimización matemática(2)
Ciencia de materiales(1)
Objetivos de Desarrollo Sostenible
ODS 9: Industria, innovación e infraestructura(13)
ODS 13: Acción por el clima(4)
ODS 8: Trabajo decente y crecimiento económico(4)
ODS 17: Alianzas para lograr los objetivos(3)
ODS 12: Producción y consumo responsables(1)
Origen
scopus(13)
A knowledge-based prognostics framework for railway track geometry degradation
ArticleAbstract: This paper proposes a paradigm shift to the problem of infrastructure asset management modelling byPalabras claves:Particle filtering, Physics-based modelling, Prognostics, Railway track degradationAutores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusA methodology for railway track maintenance modelling using plausible petri nets
Conference ObjectAbstract: This paper proposes a new mathematical methodology to model expert systems with the ability to sequePalabras claves:Bayesian learning, Expert systems, Maintenance modelling, Plausible Petri netsAutores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusBayesian structural parameter identification from ambient vibration in cultural heritage buildings: The case of the San Jerónimo monastery in Granada, Spain
ArticleAbstract: The deterioration of Cultural Heritage assets caused by the natural hazards is a pressing issue in mPalabras claves:Ambient vibration tests, Bayesian learning, Cultural heritage buildings, finite element models, Operational modal analysisAutores:Compán-Cardiel V., Gil-Martín L.M., Hernández-Montes E., Jalón M.L., Juan Chiachío, Rodríguez-Romero R.Fuentes:scopusAdaptive approximate Bayesian computation by subset simulation for structural model calibration
ArticleAbstract: This paper provides a new approximate Bayesian computation (ABC) algorithm with reduced hyper-paramePalabras claves:Autores:Frank Cabanilla, José Barros, Juan Chiachío, Ruano M.C.Fuentes:scopusIDENTIFICATION OF HERITAGE STONE BUILDING DEGRADATION PATTERNS BASED ON DIGITAL PHOTOGRAMMETRY DATA
Conference ObjectAbstract: The deterioration of Cultural Heritage (CH) sites is one of the biggest challenges of modern societiPalabras claves:Bayesian probabilistic framework, Cultural heritage site, digital photogrammetry, Material degradation patternAutores:Gil-Martín L.M., Hernández-Montes E., Jalón M.L., Juan ChiachíoFuentes:scopusReliability-based design optimization of a CFRP bridge
Conference ObjectAbstract: In this paper, a new all-composite fiber reinforced polymer (FRP) bridge typology is introduced. ThePalabras claves:Bridge, Carbon fiber, design, Optimization, reliability, Surrogate modelAutores:Juan Chiachío, Rodriguez-Sanchez J., Ruano M.C., Rus G.Fuentes:scopusRobust optimal sensor configuration using the value of information
ArticleAbstract: Sensing is the cornerstone of any functional structural health monitoring technology, with sensor nuPalabras claves:Guided waves, optimal sensor configuration, pbkp_rediction model error, Robust optimization, Structural Health Monitoring, Value of informationAutores:Cantero-Chinchilla S., Chronopoulos D., Fabro A.T., Juan Chiachío, Koumoutsakos P., Papadimitriou C., Ruano M.C.Fuentes:scopusProbabilistic identification of surface recession patterns in heritage buildings based on digital photogrammetry
ArticleAbstract: The deterioration of the built heritage is becoming a pressing issue in many countries. The assessmePalabras claves:Bayesian system identification, Cultural heritage buildings, Photogrammetric point cloud, Surface recession assessmentAutores:Gil-Martín L.M., Hernández-Montes E., Jalón M.L., Juan ChiachíoFuentes:scopusProbabilistic safety assessment of concrete columns by approximate bayesian computation
Conference ObjectAbstract: Engineering practice commonly requires the calibration of complex numerical models based on experimePalabras claves:ABC-SubSim, Bayesian inference, Concrete structures, seismic assessmentAutores:José Barros, Juan Chiachío, Ruano M.C.Fuentes:scopusPhysics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns
ArticleAbstract: This manuscript proposes a physics-guided Bayesian neural network, which combines Approximate-BayesiPalabras claves:Approximate Bayesian Computation, Hybrid models, Physics-guided neural networks, Shear-capacity evaluation, uncertainty quantificationAutores:Corbetta M., Fernández J., José Barros, Juan Chiachío, Ruano M.C.Fuentes:scopus