A scheduling methodology for dealing with uncertainty in construction projects

被引:17
作者
Bruni, Maria Elena [1 ]
Beraldi, Patrizia [1 ]
Guerriero, Francesca [1 ,2 ]
Pinto, Erika [1 ]
机构
[1] Univ Calabria, Dept Elect Informat & Syst, I-87036 Arcavacata Di Rende, Italy
[2] Univ Calabria, LOGICA Lab, I-87036 Arcavacata Di Rende, Italy
关键词
Construction industry; Uncertainty management; Construction projects; Project scheduling; Resource Management; LIMITED RESOURCES; CONSTRAINTS; MANAGEMENT;
D O I
10.1108/02644401111179036
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - The purpose of this paper is to address the problem of scheduling under uncertainty in construction projects. The existing methods for determining a project schedule are based on assumption of complete knowledge of project parameters; but in reality there is uncertainty in construction projects, deriving from a multitude of context-dependent sources and often provided as outcome of a risk analysis process. Thus, classical deterministic analysis might provide a schedule which is not sufficiently protected against possible disruptions. Design/methodology/approach - A quantitative methodology is developed for planning construction projects under uncertainty aimed at determining a reliable resource feasible project schedule by taking into account the available probabilistic information to produce solutions that are less sensitive to perturbations that occur on line. The methodology relies on a computer-supported system that allows to identify, analyze and quantify the schedule reliability and the impact of possible disruptions on the duration of the project. Findings - It is found that the proposed methodology can exploit more information about the uncertain parameters than the commonly-used deterministic method, and it provides an improved understanding of the schedule reliability in presence of uncertainty. The schedule generated with a classical deterministic method sets a completely unrealistic planned project delivery date of about 1,250 days, with a probability around 50 per cent to be exceeded. This behavior can be very unsatisfactory for construction projects for which high penalties are usually associated to heavy due date violations. Originality/value - This paper presents an approach for robust scheduling of construction project problem under uncertainty. We provide a tool able to support managers in developing a workable and realistic project schedule to be used as a guideline for project control and monitoring.
引用
收藏
页码:1064 / 1078
页数:15
相关论文
共 33 条
[11]  
Hayes R., 1986, RISK MANAGEMENT ENG
[12]   Application of a fuzzy based decision making methodology to construction project risk assessment [J].
Zeng, Jiahao ;
An, Min ;
Smith, Nigel John .
International Journal of Project Management, 2007, 25 (06) :589-600
[13]  
Just M.R., 1994, T AACE INT MORGANTOW
[14]   Evaluation of the resource-constrained critical path method algorithms [J].
Kim, K ;
de la Garza, JM .
JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2005, 131 (05) :522-532
[15]   Characterization and generation of a general class of resource-constrained project scheduling problems [J].
Kolisch, R ;
Sprecher, A ;
Drexl, A .
MANAGEMENT SCIENCE, 1995, 41 (10) :1693-1703
[16]  
Kolisch R., 1999, Project scheduling: Recent models, algorithms and applications, P147, DOI DOI 10.1007/978-1-4615-5533-97
[17]  
Malcolm D.G., 1959, OPER RES, V7, P656
[18]  
Marshall H., 1988, Techniques for Treating Uncertainty and Risk in the Economic Evaluation of Building Investments
[19]   Predictable scheduling of a job shop subject to breakdowns [J].
Mehta, SV ;
Uzsoy, RM .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (03) :365-378
[20]   CHANCE CONSTRAINED PROGRAMMING WITH JOINT CONSTRAINTS [J].
MILLER, BL ;
WAGNER, HM .
OPERATIONS RESEARCH, 1965, 13 (06) :930-&