A novel iterative adaptive critic design for smart home energy systems with solar energy
Liao ZH(廖泽华); Wei, Qinglai; Li, Hongyang
2022-11
会议日期2022年11月
会议地点中国厦门
英文摘要

As a distributed energy storage system, smart home energy (SHE) system can be used to reduce the consumption cost of household users. Aiming at the optimal control SHE systems, a novel multi-iteration adaptive dynamic programming (MIADP) method is constructed. The present algorithm introduces three iterations, namely, exterior iteration, local iteration and interior iteration, to ensure that the iterative Q-function converges to the optimal, and thus the optimal energy storage control scheme of the SHE system with solar energy is obtained. Finally, the present MIADP algorithm is illustrated by the experimental results.
 

语种英语
内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/51900]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队
作者单位1.中国科学院大学
2.中国科学院自动化研究所
推荐引用方式
GB/T 7714
Liao ZH,Wei, Qinglai,Li, Hongyang. A novel iterative adaptive critic design for smart home energy systems with solar energy[C]. 见:. 中国厦门. 2022年11月.
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