Online monitoring of air activation at the China spallation neutron source

Zhuang, Songlin; Wu, Qingbiao; Wang, Yufei; Ma, Y.; Li, Lun; Zhang, Gang; Chen, Yu; Zhang, Yuliang; Liu, Huachang; Qi, Xiangdong; Zhao, Lei

doi:10.1016/j.jenvrad.2021.106642

Cited by 1 publication

(1 citation statement)

References 15 publications

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“…It is the fundamental guarantee to ensure the accuracy of subsequent data release. First, select the data acquisition equipment [25] that meets the requirements of online monitoring data acquisition of composite submarine cables. After comprehensively considering the performance and operation characteristics of the data acquisition equipment, this paper selects the BOTDA series data acquisition optical fiber sensor as the acquisition equipment.…”

Section: Composite Submarine Cable Online Monitoring Data Acquisitionmentioning

confidence: 99%

A Method for Online Monitoring Data Release of Composite Submarine Cable Based on Horizontal Federated Learning

Lao,

Zhang,

Gao

et al. 2023

SCPE

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Conventional online composite submarine cable monitoring data release mostly adopts the method and principle of blockchain dynamic zoning consensus. In the data release process, there are omissions, and it takes a long time to complete the task, which reduces the timeliness of online composite submarine cable monitoring data release. Based on this, a new data publishing method is proposed by introducing horizontal federation learning. First, the online monitoring data of composite submarine cables are collected and preprocessed to eliminate the high-frequency capacitive effect of submarine cables. Secondly, manage composite submarine cable data nodes, transform the status relationship of data nodes, and ensure the quality of subsequent data release. A horizontal federation learning model is established to design the online monitoring data release process. The experimental results show that the new data release method is highly feasible. With the increasing online monitoring data of composite submarine cables, the time required for data release is short, and the timeliness is high.

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Section: Composite Submarine Cable Online Monitoring Data Acquisitionmentioning

confidence: 99%