| 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 | 175 | 2019 |
| 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 | 75 | 2020 |
| 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 | 42 | 2018 |
| 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 | 40 | 2021 |
| 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 | 39 | 2019 |
| 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 | 24 | 2020 |
| 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 | 21 | 2021 |
| 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 | 17 | 2020 |
| 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 | 17 | 2019 |
| 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 | 9 | 2023 |
| 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 | 8 | 2020 |
| ROBUST AUDIO ANOMALY DETECTION WJ Lee, K Helwani, S Tenneti, A Krishnaswamy ICLR RobustML Workshop, 2021 | 2 | 2021 |
| 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 | 1 | 2023 |
| A multimodal strategy for singing language identification WJ Lee, E Coviello Interspeech 2022, 2243--2247, 2022 | 1 | 2022 |
| 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 |
John W. SutherlandEnvironmental and Ecological Engineering, Purdue UniversityVerified email at purdue.edu
