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Mechanical Systems and Signal Processing(2)
"Advances in Acoustics, Noise and Vibration - 2021" Proceedings of the 27th International Congress on Sound and Vibration, ICSV 2021(1)
Automation in Construction(1)
Composite Structures(1)
Engineering Applications of Artificial Intelligence(1)
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scopus(10)
Bayesian damage localization and identification based on a transient wave propagation model for composite beam structures
ArticleAbstract: This paper proposes the use of a physics-based Bayesian framework for the localization and identificPalabras claves:Bayesian inverse problem, Composite beams, Guided waves, Structural Health Monitoring, Ultrasound, Wave and finite element methodAutores:Cantero-Chinchilla S., Chronopoulos D., Juan Chiachío, Malik M.K.Fuentes:scopusA Bayesian approach for damage assessment in welded structures using Lamb-wave surrogate models and minimal sensing
ArticleAbstract: The increasing mechanical and economical demands in modern systems and structures are forcing an inePalabras claves:Artificial Neural Network, Bayesian inverse problem, Dissimilar joints, Lamb waves, Structural Health Monitoring, Surrogate modellingAutores:Fakih M.A., Juan Chiachío, Mustapha S., Ruano M.C.Fuentes:scopusA robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves
ArticleAbstract: SHM methods for damage detection and localization in plate-like structures have typically relied onPalabras claves:Bayesian inverse problem, Damage localization, Multiple damage areas, Structural Health Monitoring, Time of flight, Ultrasonic guided-wavesAutores:Cantero-Chinchilla S., Chronopoulos D., Jones A., Juan Chiachío, Ruano M.C.Fuentes:scopusOptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring
ArticleAbstract: This paper presents OptiSens, a computational platform in Python and Matlab, that provides optimal sPalabras claves:Cost–benefit optimization, Optimal sensor placement, Structural Health Monitoring, Ultrasonic guided-wavesAutores:Beck J.L., Cantero-Chinchilla S., Chronopoulos D., Juan Chiachío, Ruano M.C.Fuentes:scopusOptimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization
ArticleAbstract: The number and position of sensors and actuators are key decision variables that dictate the performPalabras claves:entropy, Guided waves, Optimal actuator configuration, optimal sensor configuration, Structural Health Monitoring, Time of flightAutores:Beck J.L., Cantero-Chinchilla S., Chronopoulos D., Jones A., Juan Chiachío, Ruano M.C.Fuentes:scopusIntelligent Health Indicators Based on Semi-supervised Learning Utilizing Acoustic Emission Data
Conference ObjectAbstract: Health indicators are indices that act as intermediary links between raw SHM data and prognostic modPalabras claves:Composite structures, Intelligent health indicator, Prognostic and health management, Semi-supervised deep neural network, Structural Health MonitoringAutores:Benedictus R., Broer A., Juan Chiachío, Moradi M., Zarouchas D.Fuentes:scopusIntelligent health indicator construction for prognostics of composite structures utilizing a semi-supervised deep neural network and SHM data
ArticleAbstract: A health indicator (HI) is a valuable index demonstrating the health level of an engineering systemPalabras claves:Composite structures, Intelligent health indicator, Prognostic and health management, Semi-supervised deep neural network, Structural Health MonitoringAutores:Benedictus R., Broer A., Juan Chiachío, Loutas T.H., Moradi M., Zarouchas D.Fuentes:scopusUltrasonic guided-wave based value of information approach for optimal sensor placement
Conference ObjectAbstract: A value of information based approach for optimal structural health monitoring design using ultrasonPalabras claves:optimal sensor configuration, Structural Health Monitoring, Ultrasonic guided-waves, Value of informationAutores:Cantero-Chinchilla S., Chronopoulos D., Juan Chiachío, Meng H., Ruano M.C.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:scopusStructural digital twin framework: Formulation and technology integration
ArticleAbstract: This work presents a digital twin framework for structural engineering. The digital twin is conceptuPalabras claves:Bayesian learning, DIGITAL TWIN, internet of things, Petri nets, Structural Health MonitoringAutores:Fernández J., Jalón M.L., Juan Chiachío, Megía M., Ruano M.C.Fuentes:scopus