Title :
Location-aware real-time simulation framework for earthmoving projects using automated machine guidance
Author :
Vahdatikhaki, Faridaddin ; Setayeshgar, Shayan ; Hammad, Ahmed
Author_Institution :
Dept. of Building, Concordia Univ., Montreal, QC, Canada
Abstract :
The cost-and-time-optimized planning of earthmoving projects has been significantly boosted as a result of deploying simulation techniques which enable project managers to effectively comprehend the behavior of projects. However, the realism and accuracy of the simulation models diminish as a result of the heavy reliance on the statistical data and of not taking into account the context-specific features of the project. Similarly, the more unique the characteristics of projects and novel the construction methods, the less the possibility of retrofitting a historic pattern to new projects. On the other hand, the identification of potential accidents on construction sites has been a major concern in the construction industry. To address these issues, this research proposes a framework based on the integration of new tracking technologies used in Automated Machine Guidance (AMG) with a real-time simulation technique. A prototype is developed to test and demonstrate the effectiveness of the proposed approach.
Keywords :
accident prevention; construction industry; maintenance engineering; mobile computing; planning; real-time systems; statistical analysis; automated machine guidance; construction methods; context-specific features; cost-and-time-optimized planning; earthmoving projects; historic pattern; location-aware real-time simulation; potential accidents; retrofitting; statistical data; Analytical models; Data models; Global Positioning System; Information filters; Loading; Real-time systems;
Conference_Titel :
Simulation Conference (WSC), 2013 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-2077-8
DOI :
10.1109/WSC.2013.6721676