GMM-HMM-Based Medium- and Long-Term Multi-Wind Farm Correlated Power Output Time Series Generation Method

GMM-HMM-Based Medium- and Long-Term Multi-Wind Farm Correlated Power Output Time Series Generation Method

Medium- and long-term wind power output time series are required in stochastic programming model for power system planning. Hidden Markov model (HMM) is a common method to generate wind power output time series, which can simultaneously consider the temporal and spatial correlation of multiple wind...

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Bibliographic Details
Main Authors: Yufei Li, Bo Hu, Tao Niu, Shengpu Gao, Jiahao Yan, Kaigui Xie, Zhouyang Ren
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Multiple wind farms
spatiotemporal correlation
Gaussians mixture model-hidden Markov model (GMM-HMM)
time series generation
Online Access:https://ieeexplore.ieee.org/document/9462094/

Internet

https://ieeexplore.ieee.org/document/9462094/

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