Simulation input modeling for precasting operations

By: Call Number: AIT Thesis no. ST-00-52 Contributor(s): Material type: SeriesSeries: Asian Institute of Technology. Thesis ; no. ST-00-52Publication details: Bangkok : Asian Institute of Technology, 2000Description: 115 leavesSubject(s): Online resources: Dissertation note: Thesis (M.Eng.) - Asian Institute of Technology, 2000 Summary: This research develops input statistical models for construction processes that approximates the underlying standard distribution of the processes. Before the analysis and design of construction operations can be implemented, the statistical tools must be understood and applied as a part of input modeling. Modeling an input process is usually performed by selecting a model, applying a method for solving for parameters and fitting a sufficiently flexible probabilistic distribution to processes based on sample data. A precasting operation, which is highly repetitive, is selected for analysis of work task duration and implementing a standard statistical distribution. This research presents the application of the CYCLONE model of the segmental precasting operation at Bang Na Precasting Yard. The model is formulated based on a time study that was conducted at the precasting yard. It was found that the underlying probability density functions of various tasks could take a wide variety of shapes. The most commonly occurring distribution, which was . found, was the lognormal distribution and follow by the beta distribution.
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A thesis submitted in partial fulfillment of the requirement for a degree of Master of Engineering, School of Civil Engineering

Thesis (M.Eng.) - Asian Institute of Technology, 2000

This research develops input statistical models for construction processes that approximates the underlying standard distribution of the processes. Before the analysis and design of construction operations can be implemented, the statistical tools must be understood and applied as a part of input modeling. Modeling an input process is usually performed by selecting a model, applying a method for solving for parameters and fitting a sufficiently flexible probabilistic distribution to processes based on sample data. A precasting operation, which is highly repetitive, is selected for analysis of work task duration and implementing a standard statistical distribution. This research presents the application of the CYCLONE model of the segmental precasting operation at Bang Na Precasting Yard. The model is formulated based on a time study that was conducted at the precasting yard. It was found that the underlying probability density functions of various tasks could take a wide variety of shapes. The most commonly occurring distribution, which was . found, was the lognormal distribution and follow by the beta distribution.

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