Bayesian updating and identifiability assessment of nonlinear finite element models

MK Ramancha, R Astroza, R Madarshahian… - … Systems and Signal …, 2022 - Elsevier
A promising and attractive way of performing structural health monitoring (SHM) and
damage prognosis (DP) of engineering systems is through utilizing a nonlinear finite …

The modeling of risk perception in the use of structural health monitoring information for optimal maintenance decisions

M Chadha, MK Ramancha, MA Vega, JP Conte… - Reliability Engineering & …, 2023 - Elsevier
This paper proposes an approach to select a maintenance strategy from a predefined set of
choices considering the decision maker's behavioral risk profile. It is assumed that the …

Model correction and updating of a stochastic degradation model for failure prognostics of miter gates

C Jiang, MA Vega, MD Todd, Z Hu - Reliability Engineering & System Safety, 2022 - Elsevier
Understanding the degradation of the quoin block is vital for failure prognostics in miter
gates. Due to the complicated degradation mechanism, degradation models based on …

A novel framework for integration of abstracted inspection data and structural health monitoring for damage prognosis of miter gates

MA Vega, Z Hu, TB Fillmore, MD Smith… - Reliability Engineering & …, 2021 - Elsevier
Operational condition assessments, using a discrete rating system, are frequently used by
field engineers to assess inland navigation assets and components. Challenges such as the …

[图书][B] Diagnosis, prognosis, and maintenance decision making for civil infrastructure: Bayesian data analytics and machine learning

MA Vega, Z Hu, Y Yang, M Chadha, MD Todd - 2022 - Springer
Due to the aging of civil infrastructure and the associated economic impact, there is an
increasing need to continuously monitor structural and non-structural components for system …

[图书][B] Bayesian Time-Domain Finite Element Model Updating of Civil Infrastructure Systems

MK Ramancha - 2022 - search.proquest.com
Abstract The American Society of Civil Engineers (ASCE) 2021 report card rated the US
infrastructure at a C-grade. Therefore, there is an operational need for structural health …

[图书][B] Diagnosis, prognosis, and maintenance decision making for civil infrastructure

MA Vega - 2020 - search.proquest.com
Due to the aging of civil infrastructure and the associated economic impact, there is an
increasing need to continuously monitor their structural and non-structural components for …

[PDF][PDF] Some Recent Work in Bayesian FE Model Updating of Civil Structures

MK Ramancha, JP Conte - researchgate.net
Some recent work on Bayesian finite element (FE) model updating of civil/structural systems
performed in our lab at UC San Diego is summarized in this paper. The FE model updating …