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Multi-Objective Dynamic Simulation-Optimization for Equipment Allocation of Earthmoving Operations
The management of equipment allocation for earthmoving operations is a complex dynamic series of discrete events. This paper presents a common and flexible Petri net model for the optimization of equipment allocation for a given construction period, cost and labor. A case study was conducted on a real construction project involving earthmoving operations. The data required by the research was collected on-site. A Petri net model was used to represent the dynamic constraint relationships among various types of equipment and their assigned tasks. The model describes the process workflow and equipment utilization for an earthmoving operation. The model was tested and sensitivity analysis carried out. Based on simulation results, and the given conditions, a minimum cost solution to the equipment allocation problem is obtained. This paper provides both practitioners and decision makers with a real study, a simulation model, and a useful approach to the equipment allocation problem in construction.
Multi-Objective Dynamic Simulation-Optimization for Equipment Allocation of Earthmoving Operations
The management of equipment allocation for earthmoving operations is a complex dynamic series of discrete events. This paper presents a common and flexible Petri net model for the optimization of equipment allocation for a given construction period, cost and labor. A case study was conducted on a real construction project involving earthmoving operations. The data required by the research was collected on-site. A Petri net model was used to represent the dynamic constraint relationships among various types of equipment and their assigned tasks. The model describes the process workflow and equipment utilization for an earthmoving operation. The model was tested and sensitivity analysis carried out. Based on simulation results, and the given conditions, a minimum cost solution to the equipment allocation problem is obtained. This paper provides both practitioners and decision makers with a real study, a simulation model, and a useful approach to the equipment allocation problem in construction.
Multi-Objective Dynamic Simulation-Optimization for Equipment Allocation of Earthmoving Operations
Cheng, Feifei (Autor:in) / Wang, Yaowu (Autor:in) / Ling, Xianzhang (Autor:in)
Construction Research Congress 2010 ; 2010 ; Banff, Alberta, Canada
Construction Research Congress 2010 ; 328-338
04.05.2010
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Multi-Objective Dynamic Simulation-Optimization for Equipment Allocation of Earthmoving Operations
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