Proposing a Multi-Staged Calibration Methodology for System Dynamics Construction Management Models
The use and development of system dynamics (SD) models has been growing in construction management research. However, it is noticed that the complexity of such models has stagnated. This holds back on the full capabilities of SD. It is hypothesized that such stagnation is caused by the lack of multi-stage calibration guidelines. In SD, calibration is the process of finding the optimal values of certain model parameters to replicate the behavior of the project that is analyzed. Current models use single-stage calibration. The authors propose a multi-stage methodology for constructing advanced SD models and calibrating them in sequential steps. The developed methodology was validated by testing it in an advanced SD model that studies the impacts of out-of-sequence work in construction projects. By using the developed methodology, researchers will be able to develop more advanced SD models. This has practical benefits in dispute resolution and project control.
I. S. Abotaleb and I. H. El-Adaway, "Proposing a Multi-Staged Calibration Methodology for System Dynamics Construction Management Models," Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019, pp. 530-537, American Society of Civil Engineers (ASCE), Jun 2019.
The definitive version is available at https://doi.org/10.1061/9780784482421.067
ASCE International Conference on Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience, i3CE 2019 (2019: Jun. 17-19, Atlanta, GA)
Civil, Architectural and Environmental Engineering
Keywords and Phrases
Information theory; Project management; Research and development management; System theory; Visualization, Calibration methodologies; Construction management; Construction management research; Construction projects; Dispute resolution; Model parameters; Out of sequences; System Dynamics, Calibration
International Standard Book Number (ISBN)
Article - Conference proceedings
© 2019 American Society of Civil Engineers (ASCE), All rights reserved.
01 Jun 2019