A transfer learning approach for acoustic emission zonal localization on steel plate-like structure using numerical simulation and unsupervised domain adaptation

Acoustic Emission Intelligent Identification for Initial Damage of the Engine based on Single Sensor

(2022) Cong Han et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Developing a heterogeneous ensemble learning framework to evaluate Alkali-silica reaction damage in concrete using acoustic emission signals

(2022) Li Ai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Detection of impact on aircraft composite structure using machine learning techniques

(2021) Li Ai et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Source localization on large-scale canisters for used nuclear fuel storage using optimal number of acoustic emission sensors

(2021) Li Ai et al.   NUCLEAR ENGINEERING AND DESIGN

Perception modelling by invariant representation of deep learning for automated structural diagnostic in aircraft maintenance: A study case using DeepSHM

(2021) Vincentius Ewald et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning

(2021) Daniel Frank Hesser et al.   NEUROCOMPUTING

Evaluation of ASR in concrete using acoustic emission and deep learning

(2021) Li Ai et al.   NUCLEAR ENGINEERING AND DESIGN

Detection, visualization, quantification, and warning of pipe corrosion using distributed fiber optic sensors

(2021) Xiao Tan et al.   AUTOMATION IN CONSTRUCTION

Acoustic emission data based deep learning approach for classification and detection of damage-sources in a composite panel

(2021) Shirsendu Sikdar et al.   COMPOSITES PART B-ENGINEERING

Detection of source locations in RC columns using machine learning with acoustic emission data

(2021) Alipujiang Jierula et al.   ENGINEERING STRUCTURES

Ensemble of recurrent neural networks with long short-term memory cells for high-rate structural health monitoring

(2021) Vahid Barzegar et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network

(2020) Dan Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

The Research on Propagation Characteristics of Acoustic Emission Signals in Stiffened Plates Based on the Multipath Propagation Model

(2020) Cong Han et al.   ULTRASONICS

Temporal Evaluation of ASR Cracking in Concrete Specimens Using Acoustic Emission

(2020) Vafa Soltangharaei et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

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

Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems

(2020) F. König et al.   TRIBOLOGY INTERNATIONAL

Evaluation of Acoustic Emission Source Location in Long Steel Pipes for Continuous and Semi-continuous Sources

(2019) M. F. Shehadeh et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

A generalizable deep learning framework for localizing and characterizing acoustic emission sources in riveted metallic panels

(2019) Arvin Ebrahimkhanlou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Monitoring corrosion of steel bars in reinforced concrete based on helix strains measured from a distributed fiber optic sensor

(2019) Liang Fan et al.   ENGINEERING STRUCTURES

Localization of Multiple Leak Sources Using Acoustic Emission Sensors Based on MUSIC Algorithm and Wavelet Packet Analysis

(2018) Yong Yan et al.   IEEE SENSORS JOURNAL

A probabilistic framework for single-sensor acoustic emission source localization in thin metallic plates

(2017) Arvin Ebrahimkhanlou et al.   Smart Materials and Structures

Acoustic emission source localization in thin metallic plates: A single-sensor approach based on multimodal edge reflections

(2017) A. Ebrahimkhanlou et al.   ULTRASONICS

Multi-source acoustic emission localization technology research based on FBG sensing network and time reversal focusing imaging

(2016) Yaozhang Sai et al.   OPTIK

Improved acoustic emission source location during fatigue and impact events in metallic and composite structures

(2016) Matthew R Pearson et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Finite Element Modelling of Cracks as Acoustic Emission Sources

(2015) Markus G. R. Sause et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Acoustic emission source modeling using a data-driven approach

(2015) J. Cuadra et al.   JOURNAL OF SOUND AND VIBRATION

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Modeling of Acoustic Emission Signal Propagation in Waveguides

(2015) Andreea-Manuela Zelenyak et al.   SENSORS

Erosion–corrosion behavior and corrosion resistance of AISI 316 stainless steel in flow jet impingement

(2015) Yanlin Zhao et al.   WEAR

Maximum F1-Score Discriminative Training Criterion for Automatic Mispronunciation Detection

(2015) Hao Huang et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Generalized Morse Wavelets as a Superfamily of Analytic Wavelets

(2012) J. M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Finite element modeling of conical acoustic emission sensors and corresponding experiments

(2012) Markus G.R. Sause et al.   SENSORS AND ACTUATORS A-PHYSICAL

Adaptive Manifold Learning

(2011) Zhenyue Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Acoustic emission for fatigue damage characterization in metal plates

(2011) D.G. Aggelis et al.   MECHANICS RESEARCH COMMUNICATIONS

A Survey on Transfer Learning

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