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Journal Articles
- 2024
[j5]Thanh-Tung Vo, Meng-Kun Liu
, Minh-Quang Tran:
Harnessing attention mechanisms in a comprehensive deep learning approach for induction motor fault diagnosis using raw electrical signals. Eng. Appl. Artif. Intell. 129: 107643 (2024)- [j4]Yen-Jen Chang, Kun-Lin Tsai, Wei-Cheng Jiang, Meng-Kun Liu:
Content-aware malicious webpage detection using convolutional neural network. Multim. Tools Appl. 83(3): 8145-8163 (2024) - 2022
- [j3]Minh-Quang Tran, Mahmoud Elsisi, Meng-Kun Liu, Viet Q. Vu, Karar Mahmoud, Mohamed M. F. Darwish, Almoataz Y. Abdelaziz, Matti Lehtonen:
Reliable Deep Learning and IoT-Based Monitoring System for Secure Computer Numerical Control Machines Against Cyber-Attacks With Experimental Verification. IEEE Access 10: 23186-23197 (2022) - [j2]Minh-Quang Tran, Meng-Kun Liu, Quoc-Viet Tran, Toan-Khoa Nguyen:
Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - 2021
- [j1]Minh-Quang Tran, Mahmoud Elsisi, Karar Mahmoud, Meng-Kun Liu, Matti Lehtonen, Mohamed M. F. Darwish:
Experimental Setup for Online Fault Diagnosis of Induction Machines via Promising IoT and Machine Learning: Towards Industry 4.0 Empowerment. IEEE Access 9: 115429-115441 (2021)
Conference and Workshop Papers
- 2023
- [c5]Tung-Thanh Vo, Meng-Kun Liu, Chung-Lin Hsieh:
Hybrid 1D CNN-RNN Network for Fault Diagnosis in Induction Motors Using Electrical Signals. ICSSE 2023: 212-217 - 2019
- [c4]Shu-Tzu Chang, Meng-Kun Liu, Chen-Yang Lan, Wei-Ting Hsu:
Lifetime Prediction for Bearings in Induction Motor. ICPS 2019: 467-471 - 2018
- [c3]Han Guo, Meng-Kun Liu:
Induction motor faults diagnosis using support vector machine to the motor current signature. ICPS 2018: 417-421 - 2017
- [c2]Meng-Kun Liu, Hsueh-Yu Chang, Han Kuo:
Monitoring of ultrasonic machining process by time-frequency analysis. SII 2017: 226-231 - 2016
- [c1]Peter I. Chang, Meng-Kun Liu, Bo-Hao Su, Chun-Fan Chang:
Hemobarogram subwave component pulse signal identification. SII 2016: 803-808
Data and Artifacts
- 2022
- [d1]Meng-Kun Liu:
MMG data. IEEE DataPort, 2022
Coauthor Index
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