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Dec, 2023
分布式基于ADMM的深度学习方法用于多区域建筑热控制
A Distributed ADMM-based Deep Learning Approach for Thermal Control in Multi-Zone Buildings
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Vincent Taboga, Hanane Dagdougui
TL;DR
通过使用ADMM和深度学习模型进行分布式优化,本研究通过采用两层分层结构的方法,将建筑物的总功率限制为对应的各个区域的局部功率目标,从而有效地规划室内温度设定点,并成功管理需求响应的高峰事件。
Abstract
The surge in
electricity use
, coupled with the dependency on
intermittent renewable energy sources
, poses significant hurdles to effectively managing power grids, particularly during times of peak demand.
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