基于层次分析法和网络级优化决策的沥青路面长期养护决策分析

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-01-01 DOI:10.3934/era.2023299
Jiuda Huang, Chao Han, Wuju Wei, Chengjun Zhao
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引用次数: 0

摘要

为了有效地减轻路面和路基的恶化,应该尽量减少大规模修理和昂贵重建的需要。因此,本研究引入了一种新的沥青路面长期养护方法,利用决策树方法对路面养护决策进行了深入研究。根据其各自的意义和实际养护要求,选择合适的决策指标,由此建立沥青路面养护综合决策模型。采用层次分析法和网络级优化决策方法,研究了维修决策的分配、结构保留、维修策略的最优组合和资金分配方案。建立了项目级和网络级结构保存决策优化方法。此外,该方法还设计了一个决策模块,便于综合数据和决策计划的可视化。该模块通过提供用户友好的界面和数据驱动的见解和决策结果的清晰呈现,提高了决策过程的有效性和效率。案例研究清楚地证明了基于智能决策的构筑物长期保护策略的适用性和合理性,为路面养护发展的可持续发展奠定了基础。
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Analysis of long-term maintenance decision for asphalt pavement based on analytic hierarchy process and network level optimization decision
In order to effectively mitigate the deterioration of pavement and roadbed, the need for extensive repairs and costly reconstruction ought to be minimized. Hence, this study introduces a novel approach towards long-term preservation of asphalt pavement, which conducts in-depth research on pavement maintenance decision-making using the decision tree method. The selection of appropriate decision-making indicators is based on their respective significance and the actual maintenance requirements, from which a comprehensive decision model for asphalt pavement maintenance is developed. By employing the Analytic Hierarchy Process (AHP) and a network-level optimization decision-making approach, this study investigates the allocation of maintenance decisions, structural preservation, optimal combinations of maintenance strategies, and fund allocation schemes. The result is the development of a project-level and network-level structural preservation decision optimization method. Furthermore, a decision-making module is designed to accompany this method, facilitating the visualization of comprehensive data and decision-making plans. This module enhances the effectiveness and efficiency of the decision-making process by providing a user-friendly interface and a clear presentation of data-driven insights and decision outcomes. The case study clearly proved the applicability and rationality of the long-term preservation strategy of structures based on intelligent decision-making, which laid the foundation for the sustainable development of pavement maintenance and development.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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