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首页|隧道智能体:基于自动化智能体计算从软件操作到工程问题解决的范式转变

隧道智能体:基于自动化智能体计算从软件操作到工程问题解决的范式转变

袁硕

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隧道智能体:基于自动化智能体计算从软件操作到工程问题解决的范式转变

Tunnel Agent: A Paradigm Shift from Software Operation to Engineering Problem-Solving via Automated Agent-Based Computation

袁硕1

作者信息

  • 1. 西南交通大学
  • 折叠

摘要

随着人工智能的快速发展以及Agent、MCP(模型上下文协议)和SKILL架构的出现,人机交互范式发生了重大变革。本文提出、实现并开源了一种面向隧道工程的、基于智能体的全自动化计算方法。相比于传统工作流程需要花费大量时间学习工程软件、从报告中手动提取参数以及进行繁琐的建模和计算,所提出的方法只需通过向智能体发出一次自然语言指令,即可完成复杂计算。

Abstract

With the rapid advancement of AI and the emergence of Agent, MCP (Model Context Protocol), and SKILL architectures, human-computer interaction paradigms have undergone significant transformation. This paper proposes, implements, and open-sources a fully automated agent-based computational method for tunnel engineering. Compared to traditional workflows that require extensive time learning engineering software, manually extracting parameters from reports, and performing tedious modeling and calculations, the proposed method enables complex computations through a single natural language instruction to the Agent.

关键词

隧道工程/人工智能智能体/MCP协议/SKILL架构/自动化计算/开源

Key words

tunnel engineering/ AI agent/ MCP protocol/ SKILL architecture/ automated computation/ open source

引用本文复制引用

袁硕.隧道智能体:基于自动化智能体计算从软件操作到工程问题解决的范式转变[EB/OL].(2026-03-06)[2026-03-07].https://sinoxiv.napstic.cn/article/25644833.

学科分类

铁路运输工程

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