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A Contingency Cost Estimation System for Road Maintenance Contracts

机译:道路维护合同的应急成本估算系统

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Generally, a contingency cost is provided in a project to cover the change orders (CO) that may be generated in a project during the construction phase due to various reasons, such as unforeseen conditions, design errors, and scope changes. If the contingency cost could be accurately estimated during the contract's procurement phase, the CO cost could be properly managed during the construction phase. Traditionally, contingency costs are allocated around 10% to 15% of the project cost without considering any of the historical CO costs. In this study, a tool was developed to estimate the contingency cost of a road maintenance contract by using a mathematical model. The tool forecasts the contingency costs for each of the road maintenance activities included in the contract by using an artificial neural network model based on the historical CO data. The tool was validated using the CO cost data available from road maintenance contracts.
机译:通常,在一个项目中提供了应急成本,以涵盖可能由于各种原因在施工阶段的项目中可能在项目中生成的变化订单(CO),例如不可预见的条件,设计错误和范围变化。如果在合同的采购阶段可以准确估计应急费用,则在施工阶段可以妥善管理CO费用。传统上,在不考虑任何历史CO成本的情况下,分配了应急成本约为10%至15%的项目成本。在本研究中,开发了一种工具来估计通过使用数学模型来估计道路维护合同的应变成本。该工具通过使用基于历史CO数据的人工神经网络模型来预测合同中包含的每个道路维护活动的应急费用。使用道路维护合同可获得的CO成本数据验证该工具。

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