A hybrid conceptual cost estimating model for large building projects

Abstract Conceptual cost estimating is a challenging task under time and information constraints. This paper presents a practical hybrid conceptual cost estimating model for large building projects, including multiple mixed-use buildings. In this model, two different methods, assembly-based estimating and historical data-based estimating, can be used either together or separately at the work package level whereas a mixed-use building is considered a unique combination of multiple spaces for different uses. Comparing the two estimates reduces the uncertainty associated with using the limited project information in the early phase. The practical use of automated conceptual estimation has been achieved through a comprehensive and realistic approach that accounts for the estimator's role in the automated process, user acceptance of and confidence in the final estimate, and the efficient use of incomplete historical data. A case study using eight large building projects found that the proposed hybrid model can improve the accuracy of and estimators' confidence in the conceptual estimates.

[1]  Ahmad Jrade A conceptual cost estimating computer system for building projects , 2000 .

[2]  Kathy Schwalbe,et al.  Information Technology Project Management , 1999 .

[3]  Yaxin Bi,et al.  A Conceptual Knowledge-Based Cost Model for Optimizing the Selection of Materials and Technology for Building Design , 2008 .

[4]  Kyung In Kang,et al.  A case-based reasoning cost estimating model using experience by analytic hierarchy process , 2007 .

[5]  D. Lowe,et al.  Predicting construction cost using multiple regression techniques , 2006 .

[6]  Kyoungmin Kim,et al.  Preliminary Cost Estimation Model Using Case-Based Reasoning and Genetic Algorithms , 2010, J. Comput. Civ. Eng..

[7]  Nie-Jia Yau,et al.  Case‐Based Reasoning in Construction Management , 1998 .

[8]  Ian Flood,et al.  Empirical Modeling Methodologies for Construction , 2010 .

[9]  Murat Gunduz,et al.  Parametric cost estimation system for light rail transit and metro trackworks , 2011, Expert Syst. Appl..

[10]  Fred D. Davis User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts , 1993, Int. J. Man Mach. Stud..

[11]  A. K. Coker,et al.  Ludwig's Applied Process Design for Chemical and Petrochemical Plants , 2007 .

[12]  Chris Hendrickson,et al.  Project Management for Construction: Fundamental Concepts for Owners, Engineers, Architects, and Builders , 1989 .

[13]  Jui-Sheng Chou,et al.  Web-based CBR system applied to early cost budgeting for pavement maintenance project , 2009, Expert Syst. Appl..

[14]  D. Vose Risk Analysis: A Quantitative Guide , 2000 .

[15]  Rifat Sonmez,et al.  Conceptual cost estimation of building projects with regression analysis and neural networks , 2004 .

[16]  James C. Taylor,et al.  Project Scheduling and Cost Control: Planning, Monitoring and Controlling the Baseline , 2007 .

[17]  T. Lynch,et al.  Success and failure of decision support systems: Learning as we go , 2000 .

[18]  Allen C. Amason Distinguishing the Effects of Functional and Dysfunctional Conflict on Strategic Decision Making: Resolving a Paradox for Top Management Teams , 1996 .

[19]  George Morcous,et al.  Case-Based Reasoning System for Modeling Infrastructure Deterioration , 2002 .

[20]  Michael D. Dell'Isola Architect's Essentials of Cost Management , 2002 .

[21]  I. Janis,et al.  Decision Making: A Psychological Analysis of Conflict, Choice, and Commitment , 1977 .

[22]  Saeed Karshenas Predesign cost estimating method for multistory buildings , 1984 .

[23]  Yean Yng Ling,et al.  Improving the accuracy estimates of building of approximate projects , 2001 .

[24]  Burcu Akinci,et al.  Comparison of experienced and novice cost estimator behaviors in information pull and push methods , 2010 .

[25]  Min-Yuan Cheng,et al.  Web-based conceptual cost estimates for construction projects using Evolutionary Fuzzy Neural Inference Model , 2009 .

[26]  Paul N. Finlay,et al.  A classification of success factors for decision support systems , 1998, J. Strateg. Inf. Syst..

[27]  Kan Phaobunjong,et al.  Parametric cost estimating model for conceptual cost estimating of building construction projects , 2002 .