| Industrial artificial intelligence in industry 4.0-systematic review, challenges and outlook RS Peres, X Jia, J Lee, K Sun, AW Colombo, J Barata IEEE access 8, 220121-220139, 2020 | 350 | 2020 |
| Machinery fault diagnosis with imbalanced data using deep generative adversarial networks W Zhang, X Li, XD Jia, H Ma, Z Luo, X Li Measurement 152, 107377, 2020 | 281 | 2020 |
| A novel strategy for signal denoising using reweighted SVD and its applications to weak fault feature enhancement of rotating machinery M Zhao, X Jia Mechanical Systems and Signal Processing 94, 129-147, 2017 | 250 | 2017 |
| Wind turbine performance degradation assessment based on a novel similarity metric for machine performance curves X Jia, C Jin, M Buzza, W Wang, J Lee Renewable Energy 99, 1191-1201, 2016 | 134 | 2016 |
| Gaussian process regression for numerical wind speed prediction enhancement H Cai, X Jia, J Feng, W Li, YM Hsu, J Lee Renewable energy 146, 2112-2123, 2020 | 131 | 2020 |
| Quality analysis in metal additive manufacturing with deep learning X Li, X Jia, Q Yang, J Lee Journal of Intelligent Manufacturing 31 (8), 2003-2017, 2020 | 118 | 2020 |
| Sparse filtering with the generalized lp/lq norm and its applications to the condition monitoring of rotating machinery X Jia, M Zhao, Y Di, P Li, J Lee Mechanical Systems and Signal Processing 102, 198-213, 2018 | 104 | 2018 |
| Instantaneous speed jitter detection via encoder signal and its application for the diagnosis of planetary gearbox M Zhao, X Jia, J Lin, Y Lei, J Lee Mechanical Systems and Signal Processing 98, 16-31, 2018 | 103 | 2018 |
| Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation X Li, XD Jia, W Zhang, H Ma, Z Luo, X Li Neurocomputing 383, 235-247, 2020 | 100 | 2020 |
| Assessment of data suitability for machine prognosis using maximum mean discrepancy X Jia, M Zhao, Y Di, Q Yang, J Lee IEEE transactions on industrial electronics 65 (7), 5872-5881, 2017 | 100 | 2017 |
| Performance degradation assessment of a wind turbine gearbox based on multi-sensor data fusion Y Pan, R Hong, J Chen, J Singh, X Jia Mechanism and machine theory 137, 509-526, 2019 | 96 | 2019 |
| Prognosability study of ball screw degradation using systematic methodology P Li, X Jia, J Feng, H Davari, G Qiao, Y Hwang, J Lee Mechanical Systems and Signal Processing 109, 45-57, 2018 | 94 | 2018 |
| Adaptive virtual metrology for semiconductor chemical mechanical planarization process using GMDH-type polynomial neural networks X Jia, Y Di, J Feng, Q Yang, H Dai, J Lee Journal of Process Control 62, 44-54, 2018 | 84 | 2018 |
| Investigation on the kurtosis filter and the derivation of convolutional sparse filter for impulsive signature enhancement X Jia, M Zhao, Y Di, C Jin, J Lee Journal of Sound and Vibration 386, 433-448, 2017 | 63 | 2017 |
| A geometrical investigation on the generalized lp/lq norm for blind deconvolution X Jia, M Zhao, M Buzza, Y Di, J Lee Signal Processing 134, 63-69, 2017 | 58 | 2017 |
| A review of PHM Data Competitions from 2008 to 2017: Methodologies and Analytics X Jia, B Huang, J Feng, H Cai, J Lee Proceedings of the Annual Conference of the Prognostics and Health …, 2018 | 56 | 2018 |
| Industrial remaining useful life prediction by partial observation using deep learning with supervised attention X Li, X Jia, Y Wang, S Yang, H Zhao, J Lee IEEE/ASME Transactions on Mechatronics 25 (5), 2241-2251, 2020 | 55 | 2020 |
| A deviation based assessment methodology for multiple machine health patterns classification and fault detection X Jia, C Jin, M Buzza, Y Di, D Siegel, J Lee Mechanical Systems and Signal Processing 99, 244-261, 2018 | 54 | 2018 |
| Simulation of double droplets impact on liquid film by a simplified lattice Boltzmann model L Li, X Jia, Y Liu, M Su Applied Thermal Engineering 98, 656-669, 2016 | 50 | 2016 |
| A combined filtering strategy for short term and long term wind speed prediction with improved accuracy H Cai, X Jia, J Feng, Q Yang, YM Hsu, Y Chen, J Lee Renewable energy 136, 1082-1090, 2019 | 48 | 2019 |
Jay LeeClark Distingusihed Professor and Director of Industrial AI, University of Maryland College ParkVerified email at umd.edu
