Residential HVAC Aggregation Based on Risk-averse Multi-armed Bandit Learning for Secondary Frequency Regulation

Residential HVAC Aggregation Based on Risk-averse Multi-armed Bandit Learning for Secondary Frequency Regulation

As the penetration of renewable energy continues to increase, stochastic and intermittent generation resources gradually replace the conventional generators, bringing significant challenges in stabilizing power system frequency. Thus, aggregating demand-side resources for frequency regulation attrac...

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Bibliographic Details
Main Authors: Xinyi Chen, Qinran Hu, Qingxin Shi, Xiangjun Quan, Zaijun Wu, Fangxing Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Heating
ventilation
and air conditioning (HVAC)
load control
multi-armed bandit
online learning
Online Access:https://ieeexplore.ieee.org/document/9275592/

Internet

https://ieeexplore.ieee.org/document/9275592/

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