Kubernetes-Container-Cluster-Based Architecture for an Energy Management System

被引:4
|
作者
Li, Zongsheng [1 ]
Wei, Hua [1 ]
Lyu, Zhongliang [1 ]
Lian, Chunjie [1 ]
机构
[1] Guangxi Univ, Guangxi Key Lab Power Syst Optimizat & Energy Tec, Nanning 530004, Peoples R China
来源
IEEE ACCESS | 2021年 / 9卷
基金
中国国家自然科学基金;
关键词
Reliability; Power system reliability; Containers; Reliability theory; Cloud computing; Software reliability; Software; Energy management system; Kubernetes; container; discrete Markov theory; reliability; CLOUD;
D O I
10.1109/ACCESS.2021.3081559
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an energy management system (EMS) architecture based on the Kubernetes container cluster to solve the problem of traditional EMSs being unable to simultaneously achieve high reliability and high resource utilization. Container cluster technology is used to encapsulate, isolate and deploy applications, which solves the problem of low system reliability caused by interlocking failures. Discrete Markov theory is applied to propose a dynamic Pod fault-tolerant EMS model. The results of the solution model are used to adjust the Pod redundancy in real-time to achieve the highest reliability to satisfy physical resource constraints. The results of the performance analysis show that the reliability of the proposed architecture is 99.9999504%. Compared with the EMS of the service-oriented architecture (SOA), the annual failure time is reduced from 3.83 minutes to 0.26 minutes. The comprehensive utilization of hardware resources increases by approximately 20%, and performance indicators such as the peak access success rate improve significantly. The proposed architecture is implemented in a real-power system, with good operating results and broad application prospects.
引用
收藏
页码:84596 / 84604
页数:9
相关论文
共 50 条
  • [31] Live Migration of Multi-Container Kubernetes Pods in Multi-Cluster Serverless Edge Systems
    Poggiani, Leonardo
    Puliafito, Carlo
    Virdis, Antonio
    Mingozzi, Enzo
    PROCEEDINGS OF THE 2024 WORKSHOP ON SERVERLESS AT THE EDGE, SEATED 2024, 2024, : 9 - 16
  • [32] A thermal management system for an energy storage battery container based on cold air directional regulation
    Yang, Kaijie
    Li, Yonghao
    Yuan, Jie
    Cheng, Mengmeng
    Liu, Meinan
    Kang, Chuanzhi
    Shi, Hong
    Jiang, Yanlong
    JOURNAL OF ENERGY STORAGE, 2023, 61
  • [33] Migrating an energy management system to a networked architecture
    Radtke, MA
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1996, 11 (01) : 409 - 414
  • [34] CARTRONIC system architecture for energy and powertrain management
    Löffler, J
    Hülser, H
    Schiller, K
    Schmitt, M
    ADVANCES IN AUTOMOTIVE CONTROL 2001, 2001, : 173 - 180
  • [35] Network architecture for home energy management system
    Inoue, M
    Higuma, T
    Ito, Y
    Kushiro, N
    Kubota, H
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2003, 49 (03) : 606 - 613
  • [36] A Cognitive System Architecture for Building Energy Management
    Zucker, Gerhard
    Sporr, Andreas
    Kollmann, Stefan
    Wendt, Alexander
    Siafara, Lydia Chaido
    Fernbach, Andreas
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (06) : 2521 - 2529
  • [37] Smart home energy management system based on a hybrid wireless network architecture
    Jebroni, Zakariae
    Afonso, Jose A.
    Tidhaf, Belkassem
    EAI Endorsed Transactions on Energy Web, 2020, 7 (25)
  • [38] Integrated Energy Smart Management System Architecture Design Based on Plantwide Control
    Hao, Fei
    Yuan, Zhen
    Liang, Tao
    Jia, Ning
    Chen, Gen-jun
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 3854 - 3859
  • [39] Research on Hierarchical Energy Management Architecture of Energy Internet System
    Zhang F.
    Gui Y.
    Zhang T.
    Wang R.
    Miao H.
    Luo J.
    Dianwang Jishu/Power System Technology, 2019, 43 (09): : 3161 - 3174
  • [40] Network Resource Search System Based on Cluster Architecture
    Yandong, Chen
    INFORMATION COMPUTING AND APPLICATIONS, ICICA 2013, PT II, 2013, 392 : 20 - 29