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 | 49 | 2021 |
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 | 42 | 2023 |
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 | 22 | 2023 |
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 | 16 | 2024 |
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 | 11 | 2024 |
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 | 10 | 2020 |
AI-assisted Monitoring of Human-centered Assembly: A Comprehensive Review V Selvaraj, S Min International Journal of Precision Engineering and Manufacturing-Smart …, 2023 | 9 | 2023 |
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 | 4 | 2023 |
Development of a wireless smart sensor system and case study on lifting risk assessment V Selvaraj, A Nagaraj, BG Whiffen, S Min Manufacturing Letters 41, 229-240, 2024 | | 2024 |
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 |