基于云原生的配电边缘计算终端建模与仿真

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Iet Generation Transmission & Distribution Pub Date : 2024-10-01 DOI:10.1049/gtd2.13283
Junjie Zheng, Jing Qu, Zexiang Cai, Ying Xue, Xiaohua Li
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引用次数: 0

摘要

云原生技术的引入极大地改变了配电边缘计算终端(PDECT)的应用架构和组件协同运行机制。为开发有效的配电边缘计算终端性能定量分析工具,研究了云原生配电边缘计算终端的组成和特点,提出了云原生配电边缘计算终端的建模和仿真方法。随后,通过仿真软件 CloudSim 实现了建模,实现了对微服务、容器、声明式配置和容器协调的仿真,并考虑了功率分配场景。然后,通过提出的仿真场景模块,可以自行定义配电场景的各种要素。最后,通过演示所提出的建模方法和仿真工具的原理和实现机制,对比不同服务时间范围、接入设备、PDECT资源配置、请求发生率和资源调度策略的仿真结果,验证了所提出的建模方法和仿真工具的有效性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Modelling and simulation of cloud-native-based edge computing terminals for power distribution

The introduction of cloud-native technology has significantly changed the architecture of applications and the mechanism for the collaborative operation of components in power distribution edge computing terminals (PDECT). To develop an effective quantitative analysis tool for PDECT performance, the composition and characteristics of cloud-native PDECT are studied, and the modelling and simulation of cloud-native PDECT are proposed. Subsequently, modelling is implemented through the simulation software CloudSim, achieving the simulation of microservices, containers, declarative configuration, and container orchestration with the consideration of power distribution scenarios. Then, by the proposed simulation scenario module, various elements of the power distribution scenarios can be self-defined. Finally, by demonstrating the principles and implementation mechanisms of the proposed modelling method and simulation tool, and comparing simulation results for different service time ranges, access devices, resource configurations of PDECT, request occurrence rates, and resource scheduling strategies, the validity and effectiveness of the proposed modelling method and simulation tool are verified.

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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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