Wind Power Prediction and Uncertainty Modeling for Power System Operation
View/ Open
REZAIE-DISSERTATION-2022.pdf (4.921Mb)
Access to this file is currently restricted.
Date
2022-03-02Author
Rezaie, Hamid
Type
ThesisDegree Level
DoctoralMetadata
Show full item recordAbstract
This thesis is under an embargo.
Access to the abstract and all associated documents will not be permitted until 2023-03-02.
Degree
Doctor of Philosophy (Ph.D.)Department
Electrical and Computer EngineeringProgram
Electrical EngineeringSupervisor
Chung, Chi YungCommittee
Karki , Rajesh; Liang , Xiaodong; Chen , Li; Zhang , ChrisCopyright Date
February 2022Subject
Hybrid deterministic probabilistic prediction
optimal bandwidth selection
prediction intervals
predictive density estimation
probabilistic prediction
short-term wind power prediction
uncertainty representation
ensemble prediction model
deep learning
generation scheduling
medium-term wind power prediction
long-term wind power prediction
Collections
Related items
Showing items related by title, author, creator and subject.
-
WIND POWER PROBABILISTIC PREDICTION AND UNCERTAINTY MODELING FOR OPERATION OF LARGE-SCALE POWER SYSTEMS
Khorramdel, Benyamin 1986-; 0000-0002-0181-2751 (2019-10-21)Over the last decade, large scale renewable energy generation has been integrated into power systems. Wind power generation is known as a widely-used and interesting kind of renewable energy generation around the world. ... -
Machine Learning-Incorporated Transient Stability Prediction and Preventive Dispatch for Power Systems with High Wind Power Penetration
Chen, Yuchuan (2021-07-05)Historically, transient instability has been the most severe stability challenge for most systems. Transient stability prediction and preventive dispatch are two important measures against instability. The former measure ... -
Predicting soil nitrogen supplying power for canola growth
Qian, P.; Schoenau, J.J.; Greer, K. (1996-02-22)