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Plus-profile energy harvested prediction and adaptive energy management for solar-powered wireless sensor networks

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成果类型:
期刊论文
作者:
Wang, Yuanxiang;Xu, Zhen;Yang, Lei
通讯作者:
Xu, Z
作者机构:
[Yang, Lei; Wang, Yuanxiang; Xu, Zhen] Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan 430048, Peoples R China.
通讯机构:
[Xu, Z ] W
Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan 430048, Peoples R China.
语种:
英文
关键词:
Wireless sensor network;Solar radiation;Energy prediction;Energy management
期刊:
JOURNAL OF SUPERCOMPUTING
ISSN:
0920-8542
年:
2024
卷:
80
期:
6
页码:
7585-7603
基金类别:
This work was supported by the Hubei Provincial Natural Science Foundation of China under Grant No. 2017CKB893 and Wuhan Polytechnic University reform subsidy project Grant No. 03220153.
机构署名:
本校为第一且通讯机构
院系归属:
电气与电子工程学院
摘要:
Wireless sensor networks (WSNs) are mostly used for monitoring the environment; however, they are usually powered by non-rechargeable batteries with limited energy. Solar energy harvesting is an attractive solution to the limit by charging the sensor nodes; however, the harvested solar energy is easily affected by weather conditions. Based on the characteristics of uncertainty and intermittency of solar energy, this paper proposes a plus-profile solar energy prediction algorithm. This algorithm makes the prediction of future available solar energy by finding the data in the dataset that is mos...

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