Optimal Operation Strategy Analysis with Scenario Generation Method Based on Principal Component Analysis, Density Canopy, and K-medoids for Integrated Energy Systems

Optimal Operation Strategy Analysis with Scenario Generation Method Based on Principal Component Analysis, Density Canopy, and K-medoids for Integrated Energy Systems

The operation of integrated energy systems (IESs) is confronted with great challenges for increasing penetration rate of renewable energy and growing complexity of energy forms. Scenario generation is one of ordinary methods to alleviate the system uncertainties by extracting several typical scenari...

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Bibliographic Details
Main Authors: Bingtuan Gao, Yunyu Zhu, Yuanmei Li
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Scenario generation
principal component analysis (PCA)
density canopy
K-medoids
integrated energy system
Online Access:https://ieeexplore.ieee.org/document/10213350/

Internet

https://ieeexplore.ieee.org/document/10213350/

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