边缘数字双胞胎用于协调配送网络中的灵活资源,以满足通信限制
Jinfeng Guo1, Fei Chen2, Dong Liu1
1Key Laboratory of Control of Power Transmission and Conversion, Ministry of Education (School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University), Shanghai, 200240, China.
Scientific reports
|December 19, 2025
概括
本研究引入了边缘部署的扣除框架 (EDF),以确保可控制的灵活资源 (CFR) 在智能电网中通信中断期间保持协调运行. 该框架提高了分销网络的安全性和经济绩效,尽管存在信息岛屿.
科学领域:
- 电气工程 电气工程
- 计算机科学 计算机科学
- 网络工程 网络工程
背景情况:
- 可控制的灵活资源 (CFR) 集成到配送网络中,需要强大的二次通信来协调控制.
- 通信不稳定可能导致CFR成为孤立的"信息岛屿",危及运营安全.
研究的目的:
- 提出边缘部署的扣除框架 (EDF),以减轻通信退化对CFR的影响.
- 确保在通信中断期间持续协调运行和网络安全.
主要方法:
- 在云端端终端 (C-E-T) 架构中开发边缘部署的扣除框架 (EDF).
- 实施边缘数字双胞胎 (EDT) 和CFRs (DM4CFRs) 的扣除模型,用于本地扣除.
- 使用有限的,结构化的边缘数据来接近协调操作.
主要成果:
- 欧洲发电基金使得通信隔离地区的CFR能够在长时间的通信退化期间接近协调运行.
- 一个IEEE 33节点网络的案例研究表明,在模拟的通信中断期间,CFR运行稳定.
- 尽管有通信中断,但网络安全和经济表现仍然保持不变.
结论:
- 拟议的EDF有效地解决了CFR控制的分销网络中通信不稳定的挑战.
- 该框架通过广泛的CFR集成提高了智能电网的弹性和可靠性.
- 在边缘进行本地扣除是维持运营连续性的可行策略.
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