A CNN-based transfer learning method for leakage detection of pipeline under multiple working conditions with AE signals

Gas leakage detection using spatial and temporal neural network model

(2022) Alibek Kopbayev et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A Copula-Bayesian approach for risk assessment of decommissioning operation of aging subsea pipelines

(2022) Xinhong Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Numerical analysis of multi-factors effects on the leakage and gas diffusion of gas drainage pipeline in underground coal mines

(2021) Jitao Cai et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Pipeline leak detection based on variational mode decomposition and support vector machine using an interior spherical detector

(2021) Tianshu Xu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Deformation characterization of oil and gas pipeline by ACM technique based on SSA-BP neural network model

(2021) Jiaxing Xin et al.   MEASUREMENT

Operational subsea pipeline assessment affected by multiple defects of microbiologically influenced corrosion

(2021) Mohammad Yazdi et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

An Improved Method for Pipeline Leakage Localization With a Single Sensor Based on Modal Acoustic Emission and Empirical Mode Decomposition With Hilbert Transform

(2020) Changhang Xu et al.   IEEE SENSORS JOURNAL

EEG based multi-class seizure type classification using convolutional neural network and transfer learning

(2020) S. Raghu et al.   NEURAL NETWORKS

A representation transfer learning approach for enhanced prediction of growth hormone binding proteins

(2020) Amisha Yadav et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Structural health evaluation of the prestressed concrete using advanced acoustic emission (AE) parameters

(2020) Guofeng Ma et al.   CONSTRUCTION AND BUILDING MATERIALS

Transfer Learning for Drug Discovery

(2020) Chenjing Cai et al.   JOURNAL OF MEDICINAL CHEMISTRY

Instance-based ensemble deep transfer learning network: A new intelligent degradation recognition method and its application on ball screw

(2020) Li Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Chronic leak detection for single and multiphase flow: A critical review on onshore and offshore subsea and arctic conditions

(2020) Niresh Behari et al.   Journal of Natural Gas Science and Engineering

Diagnosis of wind turbine faults with transfer learning algorithms

(2020) Wanqiu Chen et al.   RENEWABLE ENERGY

An acoustic-homologous transfer learning approach for acoustic emission–based rail condition evaluation

(2020) Si-Xin Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Gas leak detection in galvanised steel pipe with internal flow noise using convolutional neural network

(2020) Yanjue Song et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Recent Advances in Sensing and Assessment of Corrosion in Sewage Pipelines

(2020) Sahar Foorginezhad et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A novel location algorithm for pipeline leakage based on the attenuation of negative pressure wave

(2019) Juan Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Localization of CO2 gas leakages through acoustic emission multi-sensor fusion based on wavelet-RBFN modeling

(2019) Xiaojuan Han et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Transfer learning with deep manifold regularized auto-encoders

(2019) Yi Zhu et al.   NEUROCOMPUTING

A sparse stacked denoising autoencoder with optimized transfer learning applied to the fault diagnosis of rolling bearings

(2019) Meidi Sun et al.   MEASUREMENT

Rail crack detection using acoustic emission technique by joint optimization noise clustering and time window feature detection

(2019) Xin Zhang et al.   APPLIED ACOUSTICS

Artificial intelligence-based machine learning considering flow and temperature of the pipeline for leak early detection using acoustic emission

(2018) Byunghyun Ahn et al.   ENGINEERING FRACTURE MECHANICS

A hierarchical Bayesian approach to modelling fate and transport of oil released from subsea pipelines

(2018) Ehsan Arzaghi et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A novel acoustic emission detection module for leakage recognition in a gas pipeline valve

(2017) Zhenlin Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

An acoustic emission based multi-level approach to buried gas pipeline leakage localization

(2016) Changhang Xu et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Natural gas pipeline leak aperture identification and location based on local mean decomposition analysis

(2016) Jiedi Sun et al.   MEASUREMENT

Leak Detection in Water-Filled Small-Diameter Polyethylene Pipes by Means of Acoustic Emission Measurements

(2016) Alberto Martini et al.   Applied Sciences-Basel

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Natural gas pipeline small leakage feature extraction and recognition based on LMD envelope spectrum entropy and SVM

(2014) Jiedi Sun et al.   MEASUREMENT

Acoustic Emission Leak Detection on a Metal Pipeline Buried in Sandy Soil

(2012) Thomas M. Juliano et al.   Journal of Pipeline Systems Engineering and Practice

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING