| A systematic review of machine learning algorithms for prognostics and health management of rolling element bearings: fundamentals, concepts and applications J Singh, M Azamfar, F Li, J Lee Measurement Science and Technology 32 (1), 012001, 2020 | 91* | 2020 |
| Multi-step wind speed prediction based on turbulence intensity and hybrid deep neural networks F Li, G Ren, J Lee Energy conversion and management 186, 306-322, 2019 | 85 | 2019 |
| The analysis of turbulence intensity based on wind speed data in onshore wind farms G Ren, J Liu, J Wan, F Li, Y Guo, D Yu Renewable energy 123, 756-766, 2018 | 82 | 2018 |
| Methodology for important sensor screening for fault detection and classification in semiconductor manufacturing F Zhu, X Jia, M Miller, X Li, F Li, Y Wang, J Lee IEEE Transactions on Semiconductor Manufacturing 34 (1), 65-73, 2020 | 23 | 2020 |
| Anomaly detection in gas turbine fuel systems using a sequential symbolic method F Li, H Wang, G Zhou, D Yu, J Li, H Gao Energies 10 (5), 724, 2017 | 11 | 2017 |
| Short-term solar flare prediction using multi-model integration method JF Liu, F Li, J Wan, DR Yu Research in Astronomy and Astrophysics 17 (4), 034, 2017 | 10 | 2017 |
| A framework for semi-automated fault detection configuration with automated feature extraction and limits setting H Cai, J Feng, J Moyne, J Iskandar, M Armacost, F Li, J Lee 2020 31st Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2020 | 9 | 2020 |
| Reference-based virtual metrology method with uncertainty evaluation for material removal rate prediction based on Gaussian process regression H Cai, J Feng, Q Yang, F Li, X Li, J Lee The International Journal of Advanced Manufacturing Technology 116 (3), 1199 …, 2021 | 7 | 2021 |
| Frequent pattern extraction based on data and prior knowledge fusion in gas turbine combustion system L Zhu, J Liu, J Liu, W Zhou, D Yu, J Sun, F Li, J Wan 2017 Prognostics and System Health Management Conference (PHM-Harbin), 1-8, 2017 | 6 | 2017 |
| Performance monitoring of steam turbine regenerative system based on extreme learning machine G Zhou, X Li, J Liu, D Yu, F Wang, J Wan, F Li 2017 Prognostics and System Health Management Conference (PHM-Harbin), 1-7, 2017 | 6 | 2017 |
| A symbolic reasoning based anomaly detection for gas turbine subsystems F Li, G Zhou, X Li, L Zhu, H Wang 2017 Prognostics and System Health Management Conference (PHM-Harbin), 1-8, 2017 | 5 | 2017 |
| Short-term solar flare prediction using image-case-based reasoning JF Liu, F Li, HP Zhang, DR Yu Research in Astronomy and Astrophysics 17 (11), 116, 2017 | 4 | 2017 |
| Combining feature extraction-based and full trace analysis capabilities in fault detection: Methods and comparative analysis F Li, H Cai, J Moyne, J Iskandar, M Armacost, J Lee 2021 32nd Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2021 | 3 | 2021 |
| Monitoring system for estimating useful life of a machine component M Azamfar, V Pandhare, M Miller, F Li, LI Pin, J Singh, H Davari, J Lee, ... US Patent App. 17/551,648, 2022 | 2 | 2022 |
| Effect of the sintering temperature on the phase transition behavior and electrical properties of (Ba0.8Sr0.2)TiO3 ceramics Y Cao, S Li, F Li Journal of Materials Science: Materials in Electronics 27, 8710-8716, 2016 | 2 | 2016 |
| Integrated hybrid predictive monitoring of manufacturing systems J Iskandar, F Li, AS Raman, JR Moyne, E Tuncel, M Armacost US Patent App. 18/341,650, 2024 | | 2024 |
| Methods and mechanisms for secure data sharing F Li, J Iskandar, MD Armacost US Patent App. 18/209,821, 2024 | | 2024 |
| Tool condition monitoring system M Azamfar, V Pandhare, M Miller, F Li, LI Pin, J Singh, H Davari, J Lee, ... US Patent 12,135,258, 2024 | | 2024 |
| Guardbands in substrate processing systems F Li, J Iskandar, JR Moyne US Patent 12,019,507, 2024 | | 2024 |
| Guardbands in substrate processing systems J Iskandar, F Li, JR Moyne US Patent App. 17/748,783, 2023 | | 2023 |
Jay LeeClark Distingusihed Professor and Director of Industrial AI, University of Maryland College ParkVerificeret mail på umd.edu