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Manuel Chiachio Ruano

Universidad de Granada

Publicaciones

Generative Adversarial Networks for Improved Model Training in the Context of the Digital Twin
AUTHORS: María Megía; Francisco Javier Melero; Manuel Chiachío; Juan Chiachío; Ka-Veng Yuen

Structural Control and Health Monitoring

  • 2024
  • journal-article
Damage Quantification and Identification in Structural Joints through Ultrasonic Guided Wave-Based Features and an Inverse Bayesian Scheme
AUTHORS: Wen Wu; Sergio Cantero-Chinchilla; Wang-ji Yan; Manuel Chiachio Ruano; Rasa Remenyte-Prescott; Dimitrios Chronopoulos

Sensors

  • 2023
  • journal-article
A Bayesian approach for damage assessment in welded structures using Lamb-wave surrogate models and minimal sensing
AUTHORS: Mohammad Ali Fakih; Manuel Chiachío; Juan Chiachío; Samir Mustapha

NDT & E International

  • 2022
  • journal-article
Ordering Artificial Intelligence Based Recommendations to Tackle the SDGs with a Decision-Making Model Based on Surveys

Sustainability (Switzerland)

  • 2021
  • journal-article
Structural Health Monitoring Using Ultrasonic Guided-Waves and the Degree of Health Index
AUTHORS: Sergio Cantero-Chinchilla; Gerardo Aranguren; José Manuel Royo; Manuel Chiachío; Josu Etxaniz; Andrea Calvo-Echenique

Sensors

  • 2021
  • journal-article
A Markov chains prognostics framework for complex degradation processes
AUTHORS: Chiachío, J.; Jalón, M.L.; Chiachío, M.; Kolios, A.

Reliability Engineering and System Safety

  • 2020
  • journal-article
Efficient risk based optimization of large system models using a reduced petri net methodology
AUTHORS: Naybour, S.; Andrews, J.; Chiachio-Ruano, M.

Proceedings of the 29th European Safety and Reliability Conference, ESREL 2019

  • 2020
  • conference-paper
Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization
AUTHORS: Sergio Cantero-Chinchilla; James L. Beck; Manuel Chiachío; Juan Chiachío; Dimitrios Chronopoulos; Arthur Jones

Mechanical Systems and Signal Processing

  • 2020
  • journal-article
Optimal sensor configuration for ultrasonic guided-wave inspection based on value of information
AUTHORS: Sergio Cantero-Chinchilla; Juan Chiachío; Manuel Chiachío; Dimitrios Chronopoulos; Arthur Jones

Mechanical Systems and Signal Processing

  • 2020
  • journal-article
Optimal ultrasonic sensor configuration based on value of information
AUTHORS: Cantero-Chinchilla, S.; Chiachío, J.; Chiachío, M.

Proceedings of the 29th European Safety and Reliability Conference, ESREL 2019

  • 2020
  • conference-paper
A Bayesian Assessment of an Approximate Model for Unconfined Water Flow in Sloping Layered Porous Media
AUTHORS: Juan Chiachío; Manuel Chiachío; Shankar Sankararaman; Darren Prescott

Transport in Porous Media

  • 2019
  • journal-article
A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves
AUTHORS: Sergio Cantero-Chinchilla; Juan Chiachío; Manuel Chiachío; Dimitrios Chronopoulos; Arthur Jones

Mechanical Systems and Signal Processing

  • 2019
  • journal-article
Optimal ultrasonic sensor configuration for plate-like structures using the value of information
AUTHORS: Cantero-Chinchilla, S.; Chiachio, J.; Chiachio, M.; Chronopoulos, D.; Jones, A.; Essa, Y.; De La Escalera, F.M.

Structural Health Monitoring 2019: Enabling Intelligent Life-Cycle Health Management for Industry Internet of Things (IIOT) - Proceedings of the 12th International Workshop on Structural Health Monitoring

  • 2019
  • conference-paper
Uncertainty quantification in ultrasonic guided-waves based damage localization
AUTHORS: Cantero-Chinchilla, S.; Chiachío, J.; Chiachío, M.; Chronopoulos, D.; Jones, A.; Essa, Y.; de la Escalera, F.M.

COMPDYN Proceedings

  • 2019
  • conference-paper
A Bayesian time-of-flight estimation for ultrasonic damage detection
AUTHORS: Cantero-Chinchilla, S.; Chiachío-Ruano, J.; Chiachío-Ruano, M.; Jones, A.; Essa, Y.; De La Escalera, F.M.

9th European Workshop on Structural Health Monitoring, EWSHM 2018

  • 2018
  • conference-paper
A knowledge-based prognostics framework for railway track geometry degradation
AUTHORS: JUAN CHIACHIO-RUANO; Manuel Chiachío; Darren Prescott; John Andrews

Reliability Engineering and System Safety

  • 2018
  • journal-article
A methodology for railway track maintenance modelling using plausible petri nets
AUTHORS: Chiachio, M.; Chiachio, J.; Prescott, D.; Andrews, J.

PSAM 2018 - Probabilistic Safety Assessment and Management

  • 2018
  • conference-paper
A new paradigm for uncertain knowledge representation by Plausible Petri nets

Information Sciences

  • 2018
  • journal-article
Lamb Wave-based Damage Indicator for Plate-Like Structures
AUTHORS: Sergio Cantero-Chinchilla; Juan Chiachío-Ruano; Manuel Chiachío-Ruano; Josu Etxaniz; Gerardo Aranguren; Arthur Jones; Yasser Essa; Federico Martin De La Escalera

PHM Society European Conference

  • 2018
  • journal-article
Plausible Petri nets as self-adaptive expert systems: A tool for infrastructure asset monitoring

Computer-Aided Civil and Infrastructure Engineering

  • 2018
  • journal-article
A multilevel Bayesian method for ultrasound-based damage identification in composite laminates
AUTHORS: Chiachío, J.; Bochud, N.; Chiachío, M.; Cantero, S.; Rus, G.

Mechanical Systems and Signal Processing

  • 2017
  • journal-article
A reliability-based prognostics framework for railway track management
AUTHORS: Chiachio, J.; Chiachio, M.; Prescott, D.; Andrews, J.

Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM

  • 2017
  • conference-paper
An information theoretic approach for knowledge representation using Petri nets
AUTHORS: Chiachio, M.; Chiachio, J.; Prescott, D.; Andrews, J.

FTC 2016 - Proceedings of Future Technologies Conference

  • 2017
  • conference-paper
Integration of prognostics at a system level: a Petri net approach

Proceedings of the Annual Conference of the Prognostics and Health Management Society, 2-5 Oct 2017, St. Petersburg, Florida, USA

  • 2017
  • conference-paper
Integration of prognostics at a system level: A Petri net approach
AUTHORS: Chiachio, M.; Chiachio, J.; Sankararam, S.; Andrews, J.

Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM

  • 2017
  • conference-paper
A new algorithm for prognostics using Subset Simulation
AUTHORS: Chiachío, M.; Chiachío, J.; Sankararaman, S.; Goebel, K.; Andrews, J.

Reliability Engineering and System Safety

  • 2016
  • journal-article
Bayesian model selection and parameter estimation for fatigue damage progression models in composites

International Journal of Fatigue

  • 2015
  • journal-article
Condition-based prediction of time-dependent reliability in composites

Reliability Engineering and System Safety

  • 2015
  • journal-article
Logical inference for inverse problems

Inverse Problems in Science and Engineering

  • 2015
  • journal-article
Model-Based Damage Evaluation of Layered CFRP Structures
AUTHORS: Munoz, Rafael; Bochud, Nicolas; Rus, Guillermo; Peralta, Laura; Melchor, Juan; Chiachio, Juan; Chiachio, Manuel; Bond, Leonard J.

41st Annual Review of Progress in Quantitative Nondestructive Evaluation, Vol 34

  • 2015
  • book-chapter
Nonlinear Ultrasonics for Early Damage Detection
AUTHORS: Rafael Muñoz; Guillermo Rus; Nicolas Bochud; Daniel J. Barnard; Juan Melchor; JUAN CHIACHIO-RUANO; Manuel Chiachio Ruano; Sergio Cantero; Antonio M. Callejas; Laura M. Peralta Pereira; Leonard J. Bond

Emerging Design Solutions in Structural Health Monitoring Systems

  • 2015
  • book-chapter
A robust modeling approach for fatigue damage in composites based on bayesian model class selection
AUTHORS: Chiachio, J.; Chiachio, M.; Sankararaman, S.; Saxena, A.; Goebel, K.

Proceedings of the American Society for Composites - 29th Technical Conference, ASC 2014; 16th US-Japan Conference on Composite Materials; ASTM-D30 Meeting

  • 2014
  • conference-paper
An efficient algorithm to predict the expected end-of-life in composites under fatigue conditions
AUTHORS: Chiachio, M.; Chiachio, J.; Saxena, A.; Rus, G.; Goebel, K.

16th European Conference on Composite Materials, ECCM 2014

  • 2014
  • conference-paper
Approximate bayesian computation by subset simulation

SIAM Journal on Scientific Computing

  • 2014
  • journal-article
Predicting fatigue damage in composites: A Bayesian framework

Structural Safety

  • 2014
  • journal-article
Predicting remaining useful life in CRFP laminates under fatigue loads: A new efficient algorithm
AUTHORS: Chiachio, M.; Chiachio, J.; Sankararaman, S.; Saxena, A.; Goebel, K.

Proceedings of the American Society for Composites - 29th Technical Conference, ASC 2014; 16th US-Japan Conference on Composite Materials; ASTM-D30 Meeting

  • 2014
  • conference-paper
Reliability-Based Design Optimization of a CFRP Bridge
AUTHORS: Julio Rodriguez-Sanchez; Juan Chiachio; Manuel Chiachio; Guillermo Rus

IABSE Symposium Report

  • 2014
  • journal-article
An energy-based prognostic framework to predict fatigue damage evolution in composites
AUTHORS: Chiachío, J.; Chiachío, M.; Saxena, A.; Rus, G.; Goebel, K.

PHM 2013 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2013

  • 2013
  • conference-paper
A MULTISCALE MECHANICAL MODEL FOR THE CERVICAL TISSUE
  • 2012
  • journal-article
A STOCHASTIC MODEL FOR TISSUE CONSISTENCE EVOLUTION BASED ON THE INVERSE PROBLEM
  • 2012
  • journal-article
Reliability in composites – A selective review and survey of current development

Composites Part B: Engineering

  • 2012
  • journal-article
ULTRASONIC MONITORING OF THE DECELLULARIZATION PROCESS OF PORCINE CORNEAL STROMA
  • 2012
  • journal-article
An inverse-problem based stochastic approach to model the cumulative damage evolution of composites

Procedia Engineering

  • 2011
  • conference-paper
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mchiachio@ugr.es
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