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Predicting the Production Rate of Pouring Ready Mixed Concrete Using Regression Analysis

机译:用回归分析预测现浇混凝土的生产率

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Ready mixed concrete (RMC) placing is an important operation on construction projects in many countries. This is particularly true as in Egypt high- rise buildings construction increased in the building industry, many of these buildings are still constructed using the traditional method of in-site concrete placing. Concrete must be batched remotely and delivered to sites by truck mixers Therefore, the production rate of Pouring Ready Mixed Concrete (PRMC) could be considered as great importance to improve the productivity of the whole construction industry in Egypt. The aim of this paper is to build a new regression model using correlation analysis method for predicting the production rate of PRMC using tower cranes. The model building was based on a close observation of 418 pours cycles from ten different construction building sites for the pouring concrete in columns, slabs, and beams, each from the beginning to end operation. In addition, it studied the factors affecting the production rate of PRMC using tower cranes. The results of the model implementation in concrete placing for columns, slabs and beams presented an average percentage error value of 2.8197%.
机译:在许多国家,预拌混凝土(RMC)放置是建筑项目中的一项重要操作。特别是在埃及,随着建筑业的兴起,高层建筑的建造尤其如此,其中许多建筑物仍采用传统的现场混凝土浇筑方法建造。必须将混凝土远程分配并通过卡车搅拌机运送到现场,因此,可以将预拌混凝土(PRMC)的生产率视为提高埃及整个建筑业生产率的重要因素。本文的目的是使用相关分析方法建立一个新的回归模型,以预测塔式起重机PRMC的生产率。该模型的建立基于对十个不同建筑工地的418个浇筑周期的密切观察,这些浇筑周期是从开始到结束操作,分别将混凝土浇筑在圆柱,平板和梁中。此外,研究了影响使用塔式起重机PRMC生产率的因素。模型在圆柱,板和梁混凝土浇筑中的实施结果显示平均误差百分比为2.8197%。

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