Intelligent generation method and system of land disaster prevention and control report based on indoor and outdoor work integration

Through the intelligent generation method of internal and external fields, GNSS, INSAR and drone photography technology are used, combined with RAG, BERT and FAISS for data processing, dynamically match templates and generate charts, solving the problem of data fragmentation and insufficient intelligence in the generation of geological disaster prevention and control reports, and achieving efficient and accurate report generation.

CN120492622APending Publication Date: 2025-08-15YUNNAN NON-FERROUS GEOLOGY NO 308 TEAM
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Patent Information

Application Number
CN202510654359.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-05-21
Publication Date
2025-08-15

AI Technical Summary

Technical Problem

In the generation of existing geological disaster prevention and control reports, there is field data that depends on manual records, internal data needs to be retrieved across systems, templates and disaster types are insufficient, budget calculations rely on empirical formulas, and icon generation requires external software operation. The data fragmentation of external and internal data makes it difficult to synchronize in real time, the degree of intelligence is low, and data dispersion leads to low generation efficiency and easy to miss key information.

Method used

Using an intelligent generation method based on the integration of internal and external fields, data is collected in real time through GNSS, INSAR and drone photography, information conversion and vectorization is used to use RAG technology, geological information retrieval is searched in combination with BERT and FAISS, templates are dynamically matched, directory structure is generated, workflow agents are called for multi-source search and chart generation, and LLM model is subject to compliance review to realize real-time synchronization and intelligent generation of data.

Benefits of technology

It realizes the intelligent and automated generation of geological disaster prevention and control reports, improves the efficiency and accuracy of report generation, reduces manual adjustment time, avoids data dispersion and omission of key information, and improves the coordination of internal and external data and the real-time report.

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Abstract

The invention relates to the technical field of ground disaster prevention and control report generation, in particular to an intelligent ground disaster prevention and control report generation method and system based on indoor and outdoor work integration. Retrieving geological information of the associated area, and determining the type of a hidden danger point; matching a target template; generating a target template directory structure; calling a workflow agent module according to a directory structure sequence to generate a first draft text; inserting chart data into the first draft text to obtain a complete report; and performing compliance examination and optimization on the complete report, and outputting a final report. The generation system comprises a data acquisition module, an intelligent retrieval engine, a template management unit, a workflow scheduling center and an examination optimization module. The data acquisition module, the intelligent retrieval engine, the template management unit, the workflow scheduling center and the review optimization module are connected in sequence and realize data transmission; synchronous real-time updating of indoor and outdoor data is met, data dispersion and information omission are avoided, and the generation efficiency and accuracy of a ground disaster prevention and control report are improved.
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