交通仿真技术在加强道路安全方面的进展:综述

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Simulation Modelling Practice and Theory Pub Date : 2024-09-10 DOI:10.1016/j.simpat.2024.103017
Aliyu Mustapha , Ahmad Majdi Abdul-Rani , Noorhayati Saad , Mazli Mustapha
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引用次数: 0

摘要

交通模拟技术在交通工程中发挥着至关重要的作用,为分析交通系统内部错综复杂的动态提供了一个复杂的框架。本文全面回顾了交通仿真技术的最新发展及其在改善道路安全方面的应用。通过对 Scopus 数据库中 2014 年至 2024 年的最新文献进行全面分析,本综述重点介绍了交通模拟中采用的各种分析方法及其实际应用。本研究主要关注微观模拟技术,强调其提供主动和被动替代安全措施的能力,为利益相关者提供有关交通安全动态的宝贵见解。利用微观模拟建模、替代安全措施、统计模型创建、基于模拟的冲突预测和敏感性分析等方法,当代研究旨在全面解决安全问题。然而,缺乏全面的碰撞模拟模型是一个重大挑战,使人们对交通模拟在道路安全评估中的功效产生怀疑。为了克服这一挑战,必须开展跨学科研究,利用技术进步和跨领域合作开发实用的解决方案。通过克服现有的局限性和改进方法,研究人员可以为更稳健、更全面的交通安全评估方法铺平道路,为实现加强道路安全的全球目标做出重大贡献。
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Advancements in traffic simulation for enhanced road safety: A review

Traffic simulation techniques play a crucial role in transportation engineering, offering a sophisticated framework for analysing the intricate dynamics within transportation systems. This paper thoroughly reviews the latest developments in traffic simulation techniques and their applications in improving road safety. Drawing from a comprehensive analysis of recent literature from the Scopus database spanning 2014 to 2024, this review highlights the various analytic methods employed in traffic simulation and their practical applications. Focusing mainly on microsimulation techniques, the study underscores their ability to provide proactive and reactive surrogate safety measures, offering stakeholders valuable insights into traffic safety dynamics. Leveraging methodologies such as microsimulation modelling, surrogate safety measures, statistical model creation, simulation-based conflict prediction, and sensitivity analysis, contemporary research aims to address safety concerns comprehensively. However, the absence of comprehensive crash simulation models presents a significant challenge, raising doubts about the efficacy of traffic simulation in road safety assessment. To overcome this challenge, interdisciplinary research is essential to develop practical solutions that harness technological advancements and foster collaboration across domains. By overcoming existing limitations and refining methodologies, researchers can pave the way for more robust and comprehensive approaches to traffic safety evaluation, contributing significantly to the global goal of enhancing road safety.

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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
期刊最新文献
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