Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/77904
Title: Quantifying cost-effectiveness of subsurface strata exploration in excavation projects through geostatistics and spatial tessellation
Authors: Leung, YF 
Liu, W 
Lei, Y 
Hsu, SC 
Keywords: Contingency budget
Delaunay triangulation
Excavation
Geotechnical variability
Voronoi cells
Issue Date: 2018
Publisher: Elsevier
Source: Automation in construction, 2018, v. 90, p. 243-252 How to cite?
Journal: Automation in construction 
Abstract: A major source of uncertainty in civil engineering projects arises from the geological and geotechnical variability at the project site. This paper presents an approach to quantify such uncertainty, and to rationally incorporate them into estimates of cost contingency. Contrary to the conventional approaches that rely on individual expert's opinion or data from past projects, the proposed approach allows site-specific assessments of the intrinsic geotechnical variability through geostatistical techniques. Such uncertainty can be reduced through geotechnical investigation, and spatial tessellation techniques are proposed to facilitate determination of the optimal locations of new boreholes. Cost-effectiveness of the boreholes can be evaluated based on the corresponding reductions in geotechnical uncertainty and their influence on the budget. The approach is illustrated using a hypothetical excavation scenario, where the project costs are affected by uncertainty in the subsurface strata, particularly the rockhead level across the site. Under the specific site conditions, a Pareto frontier is developed to reveal the relationship between the number of boreholes to be drilled and potential savings in contingency budget. Through this approach, the study promotes better utilization of geotechnical information and rational assessments of project risks associated with their variability, which may lead to improved project planning and resource allocation.
URI: http://hdl.handle.net/10397/77904
ISSN: 0926-5805
EISSN: 1872-7891
DOI: 10.1016/j.autcon.2018.02.032
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