A HYBRID FRAMEWORK FOR MODELING CONSTRUCTION OPERATIONS USING DISCRETE EVENT SIMULATION AND SYSTEM DYNAMICS

Construction projects are characterized by their dynamic nature and operational details. This paper presents a hybrid simulation methodology; designed to model construction projects. The methodology utilizes Discrete Event Simulation (DES) and System Dynamics (SD). DES has been widely used in modeling construction operations; however, it lacks the ability to model the global aspects of operations being modeled and the cause-effect relations of simulation variables. SD is utilized to circumvent these limitations. Both simulation methods provide valuable decision support but none is individually capable of capturing the holistic nature of the operation being modeled. The developed methodology integrates DES and SD to utilize their respective advantages in simulating construction operations. The developed methodology encompasses five stages: 1) identification of model objectives, 2) decision criteria to assist in selecting simulation methodology, 3) building simulation model and identification of interface variables, 4) computation framework and 5) implementation and testing. The paper describes the essential features of the developed methodology and its computational framework and focuses primarily on the modeling aspects of SD. A case study project is analyzed to demonstrate the use of the developed methodology and to highlight its capabilities.

[1]  Mohamed Marzouk,et al.  Object-oriented Simulation Model for Earthmoving Operations , 2003 .

[2]  Feniosky Peña-Mora,et al.  Dynamic planning and control methodology for strategic and operational construction project management , 2006 .

[3]  Bernard P. Zeigler,et al.  Theory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Dynamic Systems , 2000 .

[4]  Yun Bae Kim,et al.  Supply chain simulation with discrete-continuous combined modeling , 2002 .

[5]  Bernard P. Zeigler,et al.  Theory of modeling and simulation , 1976 .

[6]  Simaan M. AbouRizk,et al.  A framework for applying simulation in construction , 1998 .

[7]  Judith S. Dahmann,et al.  Creating Computer Simulation Systems: An Introduction to the High Level Architecture , 1999 .

[8]  Khaled A El-Rayes,et al.  Resource-driven scheduling of repetitive activities , 1998 .

[9]  David Raffo,et al.  Application of a hybrid process simulation model to a software development project , 2001, J. Syst. Softw..

[10]  Sally C. Brailsford,et al.  A comparison of discrete event simulation and system dynamics for modelling health care systems , 2001 .

[11]  J. Kim,et al.  A construction process simulation Web service , 2003, Proceedings of the 2003 Winter Simulation Conference, 2003..

[12]  J. Venkateswaran,et al.  Hybrid system dynamic—discrete event simulation-based architecture for hierarchical production planning , 2005 .

[13]  Albert T. Jones,et al.  Enterprise simulation: a hybrid system approach , 2005, Int. J. Comput. Integr. Manuf..

[14]  Feniosky Peña-Mora,et al.  Strategic-Operational Construction Management: Hybrid System Dynamics and Discrete Event Approach , 2008 .

[15]  Photios G. Ioannou,et al.  State and Resource Based Construction Process Simulation , 1994 .

[16]  Simaan M. AbouRizk,et al.  Modeling Framework and Architecture of Hybrid System Dynamics and Discrete Event Simulation for Construction , 2011, Comput. Aided Civ. Infrastructure Eng..

[17]  Simaan M. AbouRizk,et al.  An overview of the COSYE environment for construction simulation , 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

[18]  James M. Lyneis,et al.  Strategic management of complex projects: a case study using system dynamics , 2001 .

[19]  Steffen Bayer,et al.  Business dynamics: Systems thinking and modeling for a complex world , 2004 .

[20]  Feniosky Peña-Mora,et al.  Hybrid System Dynamics and Discrete Event Simulation for Construction Management , 2007 .

[21]  Simaan M. AbouRizk,et al.  Role of Simulation in Construction Engineering and Management , 2010 .

[22]  Albert P.C. Chan,et al.  Factors Affecting the Success of a Construction Project , 2004 .