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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Projects
- 1 Active
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Experimental study and physics informed machine learning towards real-time system identification of machining spindles
USDOC NATL INST OF STANDARDS AND TECH (N
10/1/20 → 9/30/22
Project: Research project
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A deep neural network model for learning runtime frequency response function using sensor measurements
Qu, Y., Vogl, G. W. & Wang, Z., Jun 21 2021, Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability. American Society of Mechanical Engineers, (Proceedings of the ASME 2021 16th International Manufacturing Science and Engineering Conference, MSEC 2021; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fault Diagnosis of Gear Pitting Based on Dynamic Strain Measurements from Fiber Bragg Grating Sensors
Yu, J., Hong, L. & Qu, Y., 2021, 2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021. Guo, W. & Li, S. (eds.). Institute of Electrical and Electronics Engineers Inc., (2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A domain adaptation model for early gear pitting fault diagnosis based on deep transfer learning network
Li, J., Li, X., He, D. & Qu, Y., Feb 1 2020, In: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 234, 1, p. 168-182 15 p.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
A novel diagnostic scheme for gear pitting fault using fiber bragg grating based strain sensors
Shi, S., Hong, L., Qu, Y. & Zhou, Z., Oct 2020, Proceedings - 11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020. Li, C., Gjorgjevikj, D., Yang, Z. & Pu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 385-390 6 p. 9296628. (Proceedings - 11th International Conference on Prognostics and System Health Management, PHM-Jinan 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Gear pitting fault diagnosis with mixed operating conditions based on adaptive 1D separable convolution with residual connection
Li, X., Li, J., Zhao, C., Qu, Y. & He, D., Aug 2020, In: Mechanical Systems and Signal Processing. 142, 106740.Research output: Contribution to journal › Article › peer-review
27 Scopus citations