Automatic generation method of power grid maintenance operation ticket based on GA-ANN optimization algorithm

Abstract The automatic generation method of power grid maintenance operation ticket based on the GA-ANN optimization algorithm is designed. An automatic generation model of power grid maintenance operation ticket, including data communication, power grid information topology, task planning, path sea...

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Bibliographic Details
Published inJournal of physics. Conference series Vol. 2592; no. 1; pp. 12086 - 12089
Main Authors Chen, Zhangguo, Hu, Chao, Qiao, Zhizhong
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.09.2023
Subjects
Algorithms
Invoicing
Maintenance
Optimization
Physics
Topology
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Summary:Abstract The automatic generation method of power grid maintenance operation ticket based on the GA-ANN optimization algorithm is designed. An automatic generation model of power grid maintenance operation ticket, including data communication, power grid information topology, task planning, path search, path selection, operation ticket generation and simulation of rehearsal agent, is built. This paper takes the operation sequence generated by different equipment performing operation tasks as the training sample of the GA-ANN model, obtains the change rule of operation sequence of each equipment agent, and realizes the automatic generation of maintenance operation tickets for different equipment. It is verified by experiments that the time of automatic generation of operation tickets is fast and can complete the maintenance and invoicing of various equipment.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/2592/1/012086