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Risk assessment of distribution network based on sparse polynomial chaos expansion with Lasso regression

In the context of power-system decarbonization and the rising share of distributed renewables, risk assessment for distribution networks faces two coupled difficulties: probabilistic power-flow models are expensive for online use, and high-dimensional uncertainties inflate surrogate models with nume...

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Autors principals: Yu HUANG, Zhongxing LI, Songlin HU, Tangyong TENG, Yi WANG, Chao TAN
Format: Artigo
Idioma:Chinês
Publicat: Science Press 2026-06-01
Col·lecció:工程科学学报
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Accés en línia:http://cje.ustb.edu.cn/article/doi/10.13374/j.issn2095-9389.2025.04.26.001
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