Resource Potential Feature Extraction Method for Flexible Response of Power System Considering Uncertain Demand

To alleviate peak shaving pressure, a flexible resource potential feature extraction method based on uncertain demand is proposed for power systems, focusing on air conditioning, electric vehicles, and energy storage batteries. Build an uncertain demand response model and use set pair and fuzzy set algorithms to extract features. Simulation shows that the result error is controllable, showing a periodic positive correlation, and as the temperature rises, the response demand, resource potential, and system uncertainty all increase.

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Publication Details

Published
2025-03-21
DOI
https://doi.org/10.1109/sgai64825.2025.11009405
Primary Topic
Smart Grid and Power Systems
Type
article
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Resource Potential Feature Extraction Method for Flexible Response of Power System Considering Uncertain Demand

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article

Resource Potential Feature Extraction Method for Flexible Response of Power System Considering Uncertain Demand

Chi Xu, Xiaohui Hou, Yuan Gao, Haihong Li, J. Yan
article en

Abstract

To alleviate peak shaving pressure, a flexible resource potential feature extraction method based on uncertain demand is proposed for power systems, focusing on air conditioning, electric vehicles, and energy storage batteries. Build an uncertain demand response model and use set pair and fuzzy set algorithms to extract features. Simulation shows that the result error is controllable, showing a periodic positive correlation, and as the temperature rises, the response demand, resource potential, and system uncertainty all increase.

Decent work and economic growth
Openalex Percentile: Top 90%
Smart Grid and Power Systems
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