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Vignesh Selvaraj
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Applications of deep learning for fault detection in industrial cold forging
A Glaeser, V Selvaraj, S Lee, Y Hwang, K Lee, N Lee, S Lee, S Min
International Journal of Production Research 59 (16), 4826-4835, 2021
382021
Intelligent operation monitoring of an ultra-precision CNC machine tool using energy data
V Selvaraj, Z Xu, S Min
International Journal of Precision Engineering and Manufacturing-Green …, 2023
172023
Remote machine mode detection in cold forging using vibration signal
A Glaeser, V Selvaraj, K Lee, N Lee, Y Hwang, S Lee, S Lee, S Min
Procedia Manufacturing 48, 908-914, 2020
92020
State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model
Z Xu, V Selvaraj, S Min
Journal of Intelligent Manufacturing 35 (1), 147-160, 2024
72024
Real-time fault identification system for a retrofitted ultra-precision CNC machine from equipment's power consumption data: a case study of an implementation
V Selvaraj, S Min
International Journal of Precision Engineering and Manufacturing-Green …, 2023
72023
Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model
Z Xu, V Selvaraj, S Min
Journal of Intelligent Manufacturing, 1-24, 2024
32024
AI-assisted Monitoring of Human-centered Assembly: A Comprehensive Review
V Selvaraj, S Min
International Journal of Precision Engineering and Manufacturing-Smart …, 2023
22023
Intelligent assembly operations monitoring with the ability to detect non-value-added activities as out-of-distribution (OOD) instances
V Selvaraj, M Al-Amin, W Tao, S Min
CIRP Annals 72 (1), 413-416, 2023
22023
Real-time action localization of manual assembly operations using deep learning and augmented inference state machines
V Selvaraj, M Al-Amin, X Yu, W Tao, S Min
Journal of Manufacturing Systems 72, 504-518, 2024
2024
Identification of Out-of-distribution (OOD) Signals in Fault Detection of Manufacturing Machines through both Supervised and Unsupervised Learning Techniques
S Min, V Selvaraj, SH Ahn
한국정밀공학회 학술발표대회 논문집, 298-298, 2022
2022
Smart Manufacturing: Real Time Detection of Defects and Anomaly of Manufacturing Process using IIOT and Deep Learning
V Selvaraj, A Glaeser, S Min
한국생산제조학회 학술발표대회 논문집, 10-10, 2020
2020
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