Prati
WO JAE LEE
WO JAE LEE
Sr. Applied Scientist, Amazon
Potvrđena adresa e-pošte na amazon.com
Naslov
Citirano
Citirano
Godina
Predictive maintenance of machine tool systems using artificial intelligence techniques applied to machine condition data
WJ Lee, H Wu, H Yun, H Kim, MBG Jun, JW Sutherland
Procedia Cirp 80, 506-511, 2019
1852019
Monitoring of a machining process using kernel principal component analysis and kernel density estimation
WJ Lee, GP Mendis, MJ Triebe, JW Sutherland
Journal of Intelligent Manufacturing 31, 1175-1189, 2020
782020
Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery
WJ Lee, K Xia, NL Denton, B Ribeiro, JW Sutherland
Journal of Intelligent Manufacturing 32, 393-406, 2021
432021
An experimental study on the energy consumption and emission profile of fused deposition modeling process
TR Simon, WJ Lee, BE Spurgeon, BE Boor, F Zhao
Procedia Manufacturing 26, 920-928, 2018
422018
Development of an intelligent tool condition monitoring system to identify manufacturing tradeoffs and optimal machining conditions
WJ Lee, GP Mendis, JW Sutherland
Procedia Manufacturing 33, 256-263, 2019
412019
Learning via acceleration spectrograms of a DC motor system with application to condition monitoring
WJ Lee, H Wu, A Huang, JW Sutherland
The International Journal of Advanced Manufacturing Technology 106, 803-816, 2020
252020
Anomaly detection through transfer learning in agriculture and manufacturing IoT systems
M Abdallah, WJ Lee, N Raghunathan, C Mousoulis, JW Sutherland, ...
arXiv preprint arXiv:2102.05814, 2021
232021
Development and application of a method for real time motor fault detection
BG Joung, WJ Lee, A Huang, JW Sutherland
Procedia Manufacturing 49, 94-98, 2020
182020
Reusable unit process life cycle inventory for manufacturing: stereolithography
T Simon, Y Yang, WJ Lee, J Zhao, L Li, F Zhao
Production Engineering 13, 675-684, 2019
172019
Anomaly detection and inter-sensor transfer learning on smart manufacturing datasets
M Abdallah, BG Joung, WJ Lee, C Mousoulis, N Raghunathan, ...
Sensors 23 (1), 486, 2023
112023
Roll‐to‐Roll (R2R) Production of Large‐Area High‐Performance Piezoelectric Films Based on Vertically Aligned Nanocolumn Forests
A Yildirim, JC Grant, S Shams Es‐haghi, W Lee, MK Maruthamuthu, ...
Advanced Materials Technologies 5 (11), 2000553, 2020
82020
Environmental and economic performance of different maintenance strategies for a product subject to efficiency erosion
WJ Lee, BG Joung, JW Sutherland
Journal of Cleaner Production 389, 135340, 2023
22023
ROBUST AUDIO ANOMALY DETECTION
WJ Lee, K Helwani, S Tenneti, A Krishnaswamy
ICLR RobustML Workshop, 2021
22021
A multimodal strategy for singing language identification
WJ Lee, E Coviello
Interspeech 2022, 2243--2247, 2022
12022
Time to failure prediction of rotating machinery using dynamic feature extraction and gaussian process regression
WJ Lee, JW Sutherland
The International Journal of Advanced Manufacturing Technology 130 (5), 2939 …, 2024
2024
A novel method to detect instrumental music in a large scale music catalog
WJ Lee, E Coviello
2023 IEEE Workshop on Applications of Signal Processing to Audio and …, 2023
2023
Ai-Driven Predictive Wellness of Mechanical Systems: Assessment of Technical, Environmental, and Economic Performance
WJ Lee
Purdue University, 2021
2021
Deep Learning Enable Diagnostics and Prognostics of Machine Health Condition
WJ Lee, JW Sutherland
Proceedings of the Annual Conference of the PHM Society 11 (1), 2019
2019
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