a case-based reasoning approach for estimating the costs of pump station projects

a case-based reasoning approach for estimating the costs of pump station projects

;Mohamed M. Marzouk;Rasha M. Ahmed
reading & writing 2011 Vol. 2 pp. 289-295
144
marzouk2011journala

Abstract

The effective estimation of costs is crucial to the success of construction projects. Cost estimates are used to evaluate, approve and/or fund projects. Organizations use some form of classification system to identify the various types of estimates that may be prepared during the lifecycle of a project. This research presents a parametric-cost model for pump station projects. Fourteen factors have been identified as important to the influence of the cost of pump station projects. A data set that consists of forty-four pump station projects (fifteen water and twenty-nine waste water) are collected to build a Case-Based Reasoning (CBR) library and to test its performance. The results obtained from the CBR tool are processed and adopted to improve the accuracy of the results. A numerical example is presented to demonstrate the development of the effectiveness of the tool.

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ID: 204167
Ref Key: marzouk2011journala
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204167
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10.1016/j.jare.2011.01.007
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