Probabilistic time estimation of tunnels constructed with multiple headings

IF 6.7 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Tunnelling and Underground Space Technology Pub Date : 2024-08-12 DOI:10.1016/j.tust.2024.106013
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Abstract

Transport infrastructure projects frequently encounter challenges such as schedule delays and cost overruns, leading to substantial misallocation of public or private resources. These issues are often exacerbated by uncertainties in time and cost estimation outcomes. To address this, various models have been developed in recent years to enable probabilistic estimation for tunneling projects, considering uncertainties. However, the impact of uncertainties on the critical path and its implications on time and cost estimations have not been discussed explicitly and in detail for network underground structures encompassing multiple construction paths. In this study, we update the KTH time and cost estimation model using the Markov Chain Monte Carlo (MCMC) method. This updated model enables simultaneous round-by-round construction simulation across all paths in network underground structures. Consequently, it accommodates uncertainty in the critical path and its influence on time estimation outcomes. Additionally, the updated model introduces an innovative technique to model geological uncertainties along tunnel routes, thereby contributing to the field’s diversity. Practical application of the updated model is showcased using the Uri Hearace tunnel as an illustrative example. The paper also delves into the practical implications of the findings from a decision-maker’s standpoint, as well as discussing the model’s limitations.

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多洞口隧道施工的概率时间估算
交通基础设施项目经常遇到进度延误和成本超支等挑战,导致公共或私人资源的大量错配。时间和成本估算结果的不确定性往往会加剧这些问题。为解决这一问题,近年来开发了各种模型,以便在考虑不确定性的情况下对隧道工程进行概率估算。然而,对于包含多条施工路径的地下网络结构,不确定性对关键路径的影响及其对时间和成本估算的影响尚未得到明确而详细的讨论。在本研究中,我们使用马尔可夫链蒙特卡罗(MCMC)方法更新了 KTH 时间和成本估算模型。更新后的模型可同时对网络地下结构的所有路径进行逐轮施工模拟。因此,它考虑到了关键路径的不确定性及其对时间估算结果的影响。此外,更新后的模型还引入了一项创新技术,对隧道沿线的地质不确定性进行建模,从而促进了该领域的多样性。以乌里赫拉斯隧道为例,展示了更新模型的实际应用。论文还从决策者的角度深入探讨了研究结果的实际意义,并讨论了模型的局限性。
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来源期刊
Tunnelling and Underground Space Technology
Tunnelling and Underground Space Technology 工程技术-工程:土木
CiteScore
11.90
自引率
18.80%
发文量
454
审稿时长
10.8 months
期刊介绍: Tunnelling and Underground Space Technology is an international journal which publishes authoritative articles encompassing the development of innovative uses of underground space and the results of high quality research into improved, more cost-effective techniques for the planning, geo-investigation, design, construction, operation and maintenance of underground and earth-sheltered structures. The journal provides an effective vehicle for the improved worldwide exchange of information on developments in underground technology - and the experience gained from its use - and is strongly committed to publishing papers on the interdisciplinary aspects of creating, planning, and regulating underground space.
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