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Maintenance Scheduling Algorithm Based on Big Data for Power Communication Transmission Network

  • Wu DongEmail author
  • Qing Liu
  • Xu Liu
  • Cheng Cai
  • Dengchi Chen
  • Dili Peng
  • Qi Tang
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 905)

Abstract

With the development of the construction of power grid information, the scale of power communication transmission network is rapidly expanding, which greatly increases the difficulty of maintenance scheduling and requires the relevant intelligent algorithm to assist the operation and maintenance department to formulate an efficient maintenance plan. Aiming at solve maintenance problem of power communication transmission network, we proposed a maintenance task scheduling model which balancing the waiting time of maintenance task, considering the scheduling requirements of maintenance task of power communication network with non-interruptible conditions of service. Experiment results show that the feasibility and effectiveness of the algorithm are verified. A maintenance scheduling algorithm for power communication transmission network based on big data is useful to solve the problem which using heuristic method to generate the scheduling scheme for maintenance task of the power communication network.

Keywords

Power communication transmission network Maintenance task scheduling Ant colony algorithm 

Notes

Acknowledgement

This paper is supported by China Southern Power Grid Co., Ltd. Science and Technology Project (GZKJXM20170077).

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Wu Dong
    • 1
    Email author
  • Qing Liu
    • 1
  • Xu Liu
    • 1
  • Cheng Cai
    • 1
  • Dengchi Chen
    • 1
  • Dili Peng
    • 1
  • Qi Tang
    • 1
  1. 1.Power Dispatching Control CenterGuizhou Power Grid Limited Liability CompanyGuiyangChina

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