Joon Ha Jung - Publications, H-index & Citations

Joon Ha Jung

Ajou University

14H指数

36论文数

823被引数

收录论文 19

发表时间

A robust lifetime prediction method for photocouplers considering bias-deviation point for accelerated lifetime testing data 一种考虑加速寿命测试数据偏置偏差点的光耦合器鲁棒寿命预测方法

Nuclear Engineering and Technology

IF2.6

2026-03-23

OAAI

Yong Hun Park; Joon Ha Jung; Sang Chul Park; Jung Hwan Kim; Chang Hwoi Kim

Elbow point-based adaptive signal segmentation (EPASS) for aerial ropeway transportation systems 基于肘点法的自适应信号分段方法（EPASS）用于架空索道运输系统

Engineering Research Express

IF1.6

2026-02-01

PREAI

Oh, Hwan In; Sun, Kyung Ho; Jung, Joon Ha

Physics-guided Deep Ensemble Learning for the Remaining Useful Life Prediction of Machine Tools using Kernel Density Estimation 基于核密度估计的物理引导深度集成学习方法在机床剩余使用寿命预测中的应用

International Journal of Precision Engineering and Manufacturing-Green Technology

IF5.6

2025-12-16

PREAI

Yong Chae Kim; Bongmo Kim; MinJung Kim; Sang Kyung Lee; Joon Ha Jung; Byeng D. Youn

ARDiff: An adaptive reverse-step diffusion framework for unsupervised vibration signal denoising with frequency attention ARDiff：一种具有频率注意力机制的自适应反向步扩散框架，用于无监督振动信号去噪

Mechanical Systems and Signal Processing

IF8.9

2025-12-10

PREAI

Juhyun Kim; Yong Chae Kim; Jonghwa Baek; Jinwook Lee; Joon Ha Jung; Byeng D. Youn

Hybrid Statistical–AI Approach for RUL Prediction of Reactor Protection System Components 混合统计–AI方法在反应堆保护系统组件的剩余使用寿命预测中的应用

Nuclear Engineering and Technology

IF2.6

2025-10-09

OAAI

Jung Hwan Kim; Chang Hwoi Kim; Duckhyun Kim; Dongseong Shin; Inseok Jang; Joon Ha Jung; Sangchul Park

Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-10-01

PREAI

Kim, Yong Chae; Lee, Jinwook; Kim, Taehun; Baek, Jonghwa; Ko, Jin Uk; Ha Jung, Joon; Youn, Byeng D.

Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Kim, Taehun; Ko, Jin Uk; Lee, Jinwook; Kim, Yong Chae; Jung, Joon Ha; Youn, Byeng D.

Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery 基于潜在空间对齐的域自适应 (LSADA) 在旋转机械故障诊断中的应用

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Kim, Yong Chae; Ko, Jin Uk; Lee, Jinwook; Kim, Taehun; Ha Jung, Joon; Youn, Byeng D.

Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance 带标签对齐采样的域自适应 (DALAS) 用于类不平衡下旋转机械的跨域故障诊断

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

PREAI

Lee, Jinwook; Ko, Jin Uk; Kim, Taehun; Kim, Yong Chae; Ha Jung, Joon; Youn, Byeng D.

A Convolutional Autoencoder Based Fault Diagnosis Method for a Hydraulic Solenoid Valve Considering Unknown Faults

SENSORS

IF3.5

2023-08-18

OAAI

Yoo, Seungjin; Jung, Joon Ha; Lee, Jai-Kyung; Shin, Sang Woo; Jang, Dal Sik

Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery 旋转机械智能故障诊断的非对称域间内比对 (AIIDA) 方法

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-02-01

PREAI

Lee, Jinwook; Kim, Myungyon; Ko, Jin Uk; Ha Jung, Joon; Sun, Kyung Ho; Youn, Byeng D.

A Domain Adaptation with Semantic Clustering (DASC) method for fault diagnosis of rotating machinery 基于语义聚类的域自适应旋转机械故障诊断方法

ISA TRANSACTIONS

IF6.5

2022-01-01

PREAI

Kim, Myungyon; Ko, Jin Uk; Lee, Jinwook; Youn, Byeng D.; Jung, Joon Ha; Sun, Kyung Ho

Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis

COMPUTERS IN INDUSTRY

IF9.1

2021-12-01

PREAI

Jung, Joon Ha; Kim, Myungyon; Ko, Jin Uk; Kong, Hyeon Bae; Youn, Byeng D.; Sun, Kyung Ho

Multi-task learning of classification and denoising (MLCD) for noise-robust rotor system diagnosis

COMPUTERS IN INDUSTRY

IF9.1

2021-02-01

PREAI

Ko, Jin Uk; Jung, Joon Ha; Kim, Myungyon; Kong, Hyeon Bae; Lee, Jinwook; Youn, Byeng D.

Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems 基于直连的卷积神经网络 (dc-cnn) 在转子系统故障诊断中的应用

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Kim, Myungyon; Jung, Joon Ha; Ko, Jin Uk; Kong, Hyeon Bae; Lee, Jinwook; Youn, Byeng Dong

Vision-Based Fault Diagnostics Using Explainable Deep Learning With Class Activation Maps 使用可解释的深度学习和类激活图进行基于视觉的故障诊断

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Sun, Kyung Ho; Huh, Hyunsuk; Tama, Bayu Adhi; Lee, Soo Young; Ha Jung, Joon; Lee, Seungchul

A robust and convex metric for unconstrained optimization in statistical model calibration-probability residual (PR)

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2019-05-06

PREAI

Oh, Hyunseok; Choi, Hwanoh; Jung, Joon Ha; Youn, Byeng D.

Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis 使用振动成像和深度学习进行转子系统诊断的可扩展和无监督特征工程

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2018-04-01

124

PREAI

Oh, Hyunseok; Jung, Joon Ha; Jeon, Byung Chul; Youn, Byeng Dong

Omnidirectional regeneration (ODR) of proximity sensor signals for robust diagnosis of journal bearing systems

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2017-06-01

PREAI

Jung, Joon Ha; Jeon, Byung Chul; Youn, Byeng D.; Kim, Myungyon; Kim, Donghwan; Kim, Yeonwhan

研究方向