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Modeling construction time in Spanish building projects

机译:模拟西班牙建筑项目中的施工时间

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The literature states that project duration is affected by various scope factors. Using 168 building projects carried out in Spain, this paper uses the multiple regression analysis to develop a forecast model that allows estimating project duration of new builds. The proposed model uses project type, gross floor area (GFA), the cost/GFA relationship and number of floors as predictor variables. The research identified the logarithmic form of construction speed as the most appropriate response variable. GFA has greater influence than cost on project duration but both factors are necessary to achieve a forecast model with the highest accuracy. We developed an analysis to verify the stability of forecasted values and showed how a model with high values of fit and accuracy may display an anomalous behavior in the forecasted values. The sensitivity of the proposed forecast model was also analyzed versus the variability of construction costs.
机译:文献指出,项目工期受各种范围因素的影响。本文使用在西班牙进行的168个建筑项目,使用多元回归分析开发了一个预测模型,该模型可以估算新建筑的项目工期。提议的模型使用项目类型,总建筑面积(​​GFA),成本/ GFA关系和楼层数作为预测变量。研究确定施工速度的对数形式是最合适的响应变量。总建筑面积对项目工期的影响大于成本,但是这两个因素对于获得最高精度的预测模型都是必需的。我们进行了一项分析,以验证预测值的稳定性,并说明具有高拟合度和准确性的模型如何显示预测值中的异常行为。相对于建设成本的可变性,还分析了所提出的预测模型的敏感性。

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