Research Output per Year
Research Output per Year
Overview
Personal Profile
Dr. Shawn Sheng is a senior research engineer at NREL. He has B.S. and M.S. degrees both in electrical engineering and a Ph.D. in mechanical engineering. Shawn is currently leading wind turbine condition monitoring, gearbox reliability database, and wind plant operation and maintenance research at NREL. Shawn has a broad range of experience: mechanical and electrical system modeling and analysis; data sensing and sensor placement; signal processing; machine learning and artificial intelligence; machine defect classification and level evaluation; machine life prognosis; multi scale modeling; traditional and intelligent control. He is a member of the American Society of Mechanical Engineers, Institute of Electrical and Electronics Engineers, and Society of Tribologists and Lubrication Engineers. His work has been published in various journals, conference proceedings, book chapters, and technical reports.
Research Interests
Wind plant operation and maintenance
Wind turbine drivetrain and other rotating machine condition monitoring
Machine learning and artificial intelligence
Personal Profile
Editorial Board Member, Wind Energy Journal (2019–Present)
Technical Editor, Tribology and Lubrication Technology Magazine of Society of Tribologists and Lubrication Engineers (2018–2019)
Co-Guest Editor, Renewable Energy Journal Special Issue on Real-Time Monitoring, Prognosis, and Resilient Control for Wind Turbine Systems (2018)
Guest Editor, Wind Energy Journal Special Issue on Condition Monitoring (2014)
Education/Academic Qualification
Master, Electrical Engineering, CAS - Institute of Electrical Engineering
Bachelor, Electrical Engineering, Northeast Petroleum University
PhD, Mechanical Engineering, University of Massachusetts Amherst
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An Envelope Time Synchronous Averaging for Wind Turbine Gearbox Fault Diagnosis
Touti, W., Salah, M., Sheng, S. & Bacha, K., 2024, In: Journal of Vibration Engineering and Technologies. 12, p. 6513-6525 13 p.Research output: Contribution to journal › Article › peer-review
5 Scopus Citations -
An Operations and Maintenance Roadmap for U.S. Offshore Wind: U.S. Department of Energy (DOE), Energy Efficiency & Renewable Energy (EERE)
Paquette, J., Williams, M., Clarke, R., Devin, M., Sheng, S., Constant, C., Clark, C., Fields, J., Gevorgian, V., Hall, M., Jonkman, J., Keller, J., Robertson, A., Sethuraman, L. & van Dam, J., 2024, 86 p.Research output: NREL › Technical Report
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Wind Turbine Maintenance Costs: Assessing the Potential of Gear Oil Improvements
Blumenfeld, M., Cooperman, A., Zuckerman, G., Prilliman, M., Keller, J. & Sheng, S., 2024, 34 p.Research output: NREL › Presentation
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Assessing the Potential for Improved Lubricants to Reduce Wind O&M Costs
Cooperman, A., Zuckerman, G., Prilliman, M., Keller, J., Sheng, S., Blumenfeld, M. & Cooper, K., 2023, 23 p.Research output: NREL › Presentation
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A Use-Case-Driven Approach for Demonstrating the Added Value of Digitalisation in Wind Energy: Article No. 012002
Barber, S., Sempreviva, A., Sheng, S., Farren, D. & Zappala, D., 2023, In: Journal of Physics: Conference Series. 2507, 12 p.Research output: Contribution to journal › Article › peer-review
1 Scopus Citations
Awards and Honors
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Society of Tribologists and Lubrication Engineers Wilber Deutsch Memorial Award
Sheng, S. (Recipient), 2017
Prize: Honorary award