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Material Sciences 2025
面向高速公路主要病害的检测与养护方法研究
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Abstract:
路面养护管理系统是路面管理系统的一个分支，其应该包括对路面使用性能评价、路面病害检测和养护方案决策等功能。文中简要介绍了道路路面的大致病害及其检测方法，同时提出了基于动态规划的马尔可夫和基于强化学习的近端策略优化两种应用于道路养护方案决策的模型的使用。
The road maintenance management system is a branch of the pavement management system, which should include functions such as evaluating pavement performance, detecting road diseases, and making maintenance plan decisions. The article briefly introduces the general diseases of road surfaces and their detection methods, and proposes the use of two models for road maintenance decision-making: Markov based on dynamic programming and proximal strategy optimization based on reinforcement learning.
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