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Frequency-focused sound data generator for fault diagnosis in industrial robots

Journal of computational design and engineering, 2024-08, Vol.11 (4), p.234-248

2024

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Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms

Computers in biology and medicine, 2024-01, Vol.168, p.107813-107813, Article 107813

2024

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Hybrid Approach of XGBoost and Rule-based Model for Fault Detection and Severity Estimation in Spacecraft Propulsion System

PHM Society Asia-Pacific Conference, 2023-09, Vol.4 (1)

2023

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Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics

PHM Society Asia-Pacific Conference, 2023-09, Vol.4 (1)

2023

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Editorial: Special issue on Physics-informed machine learning enabling fault feature extraction and robust failure prognosis

Mechanical systems and signal processing, 2023-06, Vol.192, p.110219, Article 110219

2023

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Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approach

Journal of computational design and engineering, 2022-10, Vol.9 (5), p.1775-1788

2022

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Appropriate Smart Factory for SMEs: Concept, Application and Perspective

International journal of precision engineering and manufacturing, 2021-01, Vol.22 (1), p.201-215

2021

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Reliability analysis of a tendon-driven actuation for soft robots

The International journal of robotics research, 2021-01, Vol.40 (1), p.494-511

2021

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Deep Learning-Based Diagnosis of Peripheral Artery Disease via Continuous Property-Adversarial Regularization: Preliminary in Silico Study

IEEE access, 2021, Vol.9, p.127433-127443

2021

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Detection and Severity Assessment of Peripheral Occlusive Artery Disease via Deep Learning Analysis of Arterial Pulse Waveforms: Proof-of-Concept and Potential Challenges

Frontiers in bioengineering and biotechnology, 2020-06, Vol.8, p.720-720

2020

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Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems

IEEE access, 2020, Vol.8, p.172043-172056

2020

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Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model

IEEE access, 2020, Vol.8, p.126776-126783

2020

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Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression

International journal of prognostics and health management, 2020-01, Vol.11 (1)

2020

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A Semi-Supervised Autoencoder With an Auxiliary Task (SAAT) for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis

IEEE access, 2020, Vol.8, p.178295-178310

2020

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Thermal modelling and design of dynamically-controlled heater plates for high temperature processing of 300 mm wafers

Journal of Mechanical Science and Technology, 2019, 33(10), , pp.5009-5016

2019

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Damage assessment of smart composite structures via machine learning: a review

JMST Advances, 2019-06, Vol.1 (1-2), p.107-124

2019

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Test Scheme and Degradation Model of Accumulated Electrostatic Discharge (ESD) Damage for Insulated Gate Bipolar Transistor (IGBT) Prognostics

IEEE transactions on device and materials reliability, 2019-03, Vol.19 (1), p.233-241

2019

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On the orthogonal similarity transformation (OST)-based sensitivity analysis method for robust topology optimization under loading uncertainty: a mathematical proof and its extension

Structural and multidisciplinary optimization, 2018-07, Vol.58 (1), p.51-60

2018

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Editorial note for the special issue: “Selected papers from 12th World Congress on Structural and Multidisciplinary Optimization”

Structural and multidisciplinary optimization, 2018-05, Vol.57 (5), p.1829-1830

2018

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Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis

IEEE transactions on industrial electronics (1982), 2018-04, Vol.65 (4), p.3539-3549

2018

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Modeling and assessment of partially debonded piezoelectric sensor in smart composite laminates

International journal of mechanical sciences, 2017-10, Vol.131-132, p.26-36

2017

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Bivariate Lifetime Model for Organic Light-Emitting Diodes

IEEE transactions on industrial electronics (1982), 2017-03, Vol.64 (3), p.2325-2334

2017

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Special issue dedicated to Founding Editor George Rozvany

Structural and multidisciplinary optimization, 2016-11, Vol.54 (5), p.1107-1111

2016

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Statistical multiscale homogenization approach for analyzing polymer nanocomposites that include model inherent uncertainties of molecular dynamics simulations

Composites. Part B, Engineering, 2016-02, Vol.87, p.120-131

2016

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Erratum to: Datum unit optimization for robustness of a journal bearing diagnosis system

International journal of precision engineering and manufacturing, 2016, Vol.17 (1), p.151-151

2016

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Frequency-focused sound data generator for fault diagnosis in industrial robots

Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms

Hybrid Approach of XGBoost and Rule-based Model for Fault Detection and Severity Estimation in Spacecraft Propulsion System

Tacholess Instantaneous Speed Estimation Considering the Characteristics of Vibration Harmonics

Editorial: Special issue on Physics-informed machine learning enabling fault feature extraction and robust failure prognosis

Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approach

Appropriate Smart Factory for SMEs: Concept, Application and Perspective

Reliability analysis of a tendon-driven actuation for soft robots

Deep Learning-Based Diagnosis of Peripheral Artery Disease via Continuous Property-Adversarial Regularization: Preliminary in Silico Study

Detection and Severity Assessment of Peripheral Occlusive Artery Disease via Deep Learning Analysis of Arterial Pulse Waveforms: Proof-of-Concept and Potential Challenges

Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems

Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model

Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression

A Semi-Supervised Autoencoder With an Auxiliary Task (SAAT) for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis

Thermal modelling and design of dynamically-controlled heater plates for high temperature processing of 300 mm wafers

Damage assessment of smart composite structures via machine learning: a review

Test Scheme and Degradation Model of Accumulated Electrostatic Discharge (ESD) Damage for Insulated Gate Bipolar Transistor (IGBT) Prognostics

On the orthogonal similarity transformation (OST)-based sensitivity analysis method for robust topology optimization under loading uncertainty: a mathematical proof and its extension

Editorial note for the special issue: “Selected papers from 12th World Congress on Structural and Multidisciplinary Optimization”

Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis

Modeling and assessment of partially debonded piezoelectric sensor in smart composite laminates

Bivariate Lifetime Model for Organic Light-Emitting Diodes

Special issue dedicated to Founding Editor George Rozvany

Statistical multiscale homogenization approach for analyzing polymer nanocomposites that include model inherent uncertainties of molecular dynamics simulations

Erratum to: Datum unit optimization for robustness of a journal bearing diagnosis system

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