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
  • [41] Cluster Analysis of Container Station Based on Container Application Data
    Li, Shilin
    Zhu, Lingxi
    Liu, Jun
    Lai, Qingying
    Wang, Xu
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONIC, CONTROL AND AUTOMATION ENGINEERING (MECAE 2018), 2018, 149 : 454 - 458
  • [42] Architecture of a software radio system based on cluster of workstations
    Zhao, SJ
    Shen, C
    Su, X
    Yao, Y
    IEEE TENCON 2003: CONFERENCE ON CONVERGENT TECHNOLOGIES FOR THE ASIA-PACIFIC REGION, VOLS 1-4, 2003, : 1439 - 1444
  • [43] Energy Management and Pricing Strategy of Building Cluster Energy System Based on Two-Stage Optimization
    Ma, Lifei
    Liu, Jizhen
    Wang, Qinghua
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [44] Moving Microgrid Hierarchical Control to an SDN-Based Kubernetes Cluster: A Framework for Reliable and Flexible Energy Distribution
    Perez, Ricardo
    Rivera, Marco
    Salgueiro, Yamisleydi
    Baier, Carlos R.
    Wheeler, Patrick
    SENSORS, 2023, 23 (07)
  • [45] A multiagent based decentralized energy management system for power exchange minimization in microgrid cluster
    Zahra Harmouch, Fatima
    Krami, Nissrine
    Hmina, Nabil
    SUSTAINABLE CITIES AND SOCIETY, 2018, 40 : 416 - 427
  • [46] A CONTAINER TERMINAL MANAGEMENT SYSTEM
    Najib, Mehdi
    El Fazziki, Abdelaziz
    Boukachour, Jaouad
    14TH INTERNATIONAL CONFERENCE ON HARBOR, MARITIME AND MULTIMODAL LOGISTICS MODELLING AND SIMULATION (HMS 2012), 2012, : 118 - 127
  • [47] TOSCA-Based and Federation-Aware Cloud Orchestration for Kubernetes Container Platform
    Kim, Dongmin
    Muhammad, Hanif
    Kim, Eunsam
    Helal, Sumi
    Lee, Choonhwa
    APPLIED SCIENCES-BASEL, 2019, 9 (01):
  • [48] A Proposed Energy Management System Architecture for Islanded Microgrids
    Rezk, M.
    Saqib, O.
    Damati, O.
    Attie, M.
    Osman, A. H.
    Shaaban, M. F.
    Hassan, M. S.
    2018 5TH INTERNATIONAL CONFERENCE ON ELECTRIC POWER AND ENERGY CONVERSION SYSTEMS (EPECS), 2018,
  • [49] Methodology to Develop a Home Energy Management System Architecture
    Nydia Perez-Camacho, Blanca
    Manuel Gonzalez-Calleros, Juan
    Rodriguez-Gomez, Gustavo
    COMPUTACION Y SISTEMAS, 2022, 26 (01): : 135 - 147
  • [50] Smart Microgrid Architecture For Home Energy Management System
    Shakir, Majed
    Biletskiy, Yevgen
    2021 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2021, : 808 - 813