A Methodology Based on 1D-CNN and Bootstrap Method to Estimate the Remaining Useful Life of Industrial Assets Suffering from Generalized Corrosion

A methodology to estimate the remaining residual life of components of processes subjected to corrosion using the extreme value theory combined with the first-order reliability method

(2021) I. P. Lemos et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Verification of the Hypothesis of Compliance of the Errors of the Results of Analyses of Oil Products to the Normal Distribution Law for a Random Variable

(2020) K. V. Shatalov et al.   MEASUREMENT TECHNIQUES

Extreme value modeling of localized internal corrosion in unpiggable pipelines

(2020) Carlos Melo et al.   INTERNATIONAL JOURNAL OF PRESSURE VESSELS AND PIPING

Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme

(2020) Guisheng Hou et al.   Computational Intelligence and Neuroscience

Prognosis of a Wind Turbine Gearbox Bearing Using Supervised Machine Learning

(2019) Elasha et al.   SENSORS

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

First-order reliability method-based system reliability analyses of corroding pipelines considering multiple defects and failure modes

(2017) Changqing Gong et al.   Structure and Infrastructure Engineering

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Predicting maximum depth of corrosion using extreme value analysis and Bayesian inference

(2016) Naoya Kasai et al.   INTERNATIONAL JOURNAL OF PRESSURE VESSELS AND PIPING

Assessment of Remaining Useful Life of Pipelines Using Different Artificial Neural Networks Models

(2016) Zahra Zangenehmadar et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Remaining useful lifetime estimation and noisy gamma deterioration process

(2016) Khanh Le Son et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reassessment of the jacket structure due to uniform corrosion damage

(2015) Yong Bai et al.   Ships and Offshore Structures

A time-variant corrosion wastage model for subsea gas pipelines

(2013) Mohd Hairil Mohd et al.   Ships and Offshore Structures

Advanced method for the development of an empirical model to predict time-dependent corrosion wastage

(2012) Jeom Kee Paik et al.   CORROSION SCIENCE

Using a Simple Crack Growth Model in Predicting Remaining Useful Life

(2012) Alexandra Coppe et al.   JOURNAL OF AIRCRAFT

Remaining useful life estimation based on stochastic deterioration models: A comparative study

(2012) Khanh Le Son et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY