Intelligent tunneling parameter scheduling method and system for tunnel boring machine and storage medium
By acquiring the tunneling parameter relationship curves and performing inflection point identification, Pareto optimization, and robust calculations, the problem of parameter adjustment lag for tunnel boring machines under complex geological conditions was solved, achieving safe, economical, and efficient tunneling results.
CN122412792APending Publication Date: 2026-07-17CHINA RAILWEY ENG SERVICE CO LTD
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Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- CHINA RAILWEY ENG SERVICE CO LTD
- Filing Date
- 2026-03-10
- Publication Date
- 2026-07-17
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Abstract
本发明涉及智能参数调度技术领域，尤其是指一种隧道掘进机的智能掘进参数调度方法、系统及计算机存储介质。本发明通过自动识别推进速度扭矩关系曲线中的性价比拐点，并在此基础上结合多目标帕累托优化与稳健统计算法，能够为各类地层工况提供稳定、可靠的推荐掘进参数中心值，从而克服了传统方法依赖人工经验导致的参数调整滞后与主观偏差；进一步，通过建立以安全为最高优先级的掘进曲线动态决策与平滑切换机制，能够根据地层等级、破碎度及坍塌风险等实时评估结果，自动、快速且平稳地切换至最适配的掘进模式，从而在复杂地质条件下，有效兼顾了掘进过程的安全性、经济性与高效性，实现了从经验驱动到数据智能驱动的根本性转变。
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