气压焊轨车作业效率与质量的优化模型研究

Study on the optimization model of operation efficiency and quality of pneumatic welded rail car

摘要

本研究围绕铁路建设中气压焊轨车作业效率与质量问题展开深入探讨。通过分析传统作业模式的不足，采用数学建模方法优化作业流程，构建了系统化的优化模型。在此基础上，结合机器学习技术开发质量评估体系，对焊接过程中的关键影响因素进行量化分析和动态调整。研究结果表明，优化后的作业模式在实际工程中显著提高了焊接效率，焊接质量得到了有效保障，同时施工工期明显缩短，资源浪费得到显著控制。模型的应用案例进一步验证了其实际可行性与有效性，为铁路线路施工中的高效焊轨作业提供了重要参考。本研究在理论与实践结合方面具有创新性，对铁路建设技术改进和施工管理优化具有深远意义。

Abstract

This study focuses on the operation efficiency and quality of air-pressure welded rail vehicles in railway construction. By analyzing the shortcomings of the traditional operation mode, the mathematical modeling method is adopted to optimize the operation process and build a systematic optimization model. On this basis, the quality evaluation system is developed combined with machine learning technology, and the key influencing factors in the welding process are quantitatively analyzed and dynamically adjusted. The results show that the optimized operation mode significantly improves the welding efficiency in the actual engineering, the welding quality is effectively guaranteed, the construction period is significantly shortened, and the waste of resources is significantly controlled. The application case of the model further verifies the practical feasibility and effectiveness, and provides an important reference for the efficient rail welding operation in the railway line construction. This study is innovative in the combination of theory and practice, and has far-reaching significance for the improvement of railway construction technology and the optimization of construction management.

关键词

气压焊轨车 / 作业效率 / 焊接质量

Key words

pneumatic welded rail car / operation efficiency / welding quality

参考文献

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