Using degradation models to assess pipeline life
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Summary
Two applications of fitting a degradation model to describe the corrosion initiation and growth behavior in the pipeline are presented and a Bayesian approach is used for parameter estimation for the degradation model.
- Type
- article
- Published
- 2019-10-22
- Cited by
- 10
- References
- 15
- Access
- Open access
- OpenAlex
- https://openalex.org/W1689133400
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:60795557
Keywords
Pipeline (software), Degradation (telecommunications), Bayesian probability, Computer science, Reliability engineering
References
- The Number of MCMC Draws Needed to Compute Bayesian Credible Bounds
- Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
- Probabilistic models for condition assessment of oil and gas pipelines
- Statistical Methods for Degradation Data With Dynamic Covariates Information and an Application to Outdoor Weathering Data
- Statistical Modeling of Pitting Corrosion and Pipeline Reliability
- Generating random correlation matrices based on vines and extended onion method
- Using Degradation Measures to Estimate a Time-to-Failure Distribution
- Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
- Statistical Theory of Reliability and Life Testing: Probability Models
- Statistical Methods for Reliability Data
- Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory
- Prior distributions for variance parameters in hierarchical models
- Bayesian Reliability
- Defect Initiation, Growth, and Failure - A General Statistical Model and Data Analyses
Cited by
- Skew-Heavy-Tailed Degradation Models: An Application to Train Wheel Degradation
- Quantified approach to pipeline health and integrity management
- Reliability analysis of gas pipeline with corrosion defect based on finite element method
- Research progress on coping strategies for the fluid-solid erosion wear of pipelines
- A Class of Hierarchical Multivariate Wiener Processes for Modeling Dependent Degradation Data
- Longitudinal Degradation Data Simulation Method Based on Sequential Statistics
- Exploring Initiation-Growth Correlation in Accelerated Degradation Testing Data: Both Classical and Bayesian Approaches
- Bayesian Hierarchical Modeling of Noisy Gamma Processes: Formulation and Extensions for Unit‐To‐Unit Variability
- Bayesian Hierarchical Modelling of Noisy Gamma Processes: Model Formulation, Identifiability, Model Fitting, and Extensions to Unit-to-Unit Variability
- Accelerated destructive degradation modeling and analysis with multiple experimental variables
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