高性价比的自动化沥青路面养护优化系统

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Zhou Zidong, Yu Xin, Gao Yuchao, Liu Weizheng
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引用次数: 0

摘要

随着道路里程和使用寿命的增加,每年的道路养护预算逐步增加。为了平衡工程规范要求和最小化施工成本的需要,提出了一种优化的自动路面养护系统。该系统由初始路面评估、修复方法选择、维护策略确定和迭代优化模块组成。随后,输入路面参数,MATLAB代码进行评估和策略选择,Python脚本自动完成后台建模、计算和数据传输。结果传回算法完成数据交互和优化,得到最优维护策略。案例研究表明,与传统的养护计划相比,该系统可以在保持路面标准的同时降低高达27.33%的成本。该系统提高了路面疲劳寿命预测的准确性,为路面自动养护提供了理论指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cost-effective optimization system for automated asphalt pavement maintenance
As road mileage and service life have increased, the annual road maintenance budget has increased progressively. To balance engineering specification requirements with the need to minimize construction costs, an optimized system for automated pavement maintenance is proposed. The system is comprised of modules for initial pavement evaluation, repair method selection, maintenance strategy determination, and iterative optimization. Subsequently, pavement parameters are input, MATLAB codes perform evaluations and strategy selections, while Python scripts automate background modeling, computation, and data transmission. The results are transmitted back to the algorithm to complete data interaction and optimization, resulting in the optimal maintenance strategy. A case study shows that when compared to traditional maintenance plans, this system can reduce costs by up to 27.33 % while maintaining pavement standards. The system improves the accuracy of fatigue life predictions and provides theoretical guidance for automatic pavement maintenance.
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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