Research on the Application of Large Language Models in Shore Power Management Decision

To ensure both quality and efficiency of the shore power operation and maintenance system, the value of big data of shore power operation and maintenance can be continuously exploited by the digital transformation operation with the state of art large language model technology.. This paper discusses the two main tasks in shore power management decision, namely the construction of shore power operation and maintenance knowledge base and the in-depth mining of shore power operation. It analyzes the technical features and applications of the typical models of large model technology. Finally, it discusses the prospect of large model application in the power industry shore power management decision application and proposes a management framework for large model application.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/icips64173.2024.10899932
Citations
1
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.35
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article

Research on the Application of Large Language Models in Shore Power Management Decision

Jie Qu, Rong Fu, D Chen, Yannan Jiao et al.
1 citations
Advanced Computational Techniques and Applications
0.35
article

Research on the Application of Large Language Models in Shore Power Management Decision

Jie Qu, Rong Fu, D Chen, Yannan Jiao, Zhengyin Lan, Weimin Hu
article en
1 citations

Abstract

To ensure both quality and efficiency of the shore power operation and maintenance system, the value of big data of shore power operation and maintenance can be continuously exploited by the digital transformation operation with the state of art large language model technology.. This paper discusses the two main tasks in shore power management decision, namely the construction of shore power operation and maintenance knowledge base and the in-depth mining of shore power operation. It analyzes the technical features and applications of the typical models of large model technology. Finally, it discusses the prospect of large model application in the power industry shore power management decision application and proposes a management framework for large model application.

Ministry of Public Security of the People's Republic of China (CN), China Three Gorges University (CN)
Life below water
Openalex Percentile: Top 29%
Advanced Computational Techniques and Applications
0.35
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Research on the Application of Large Language Models in Shore Power Management Decision — Jie Qu, Rong Fu, et al. · (2024) | TGRS Research Map | TGRS