Publication | Closed Access
Toward Automated Earned Value Tracking Using 3D Imaging Tools
95
Citations
29
References
2012
Year
EngineeringArcane RulesComputer-aided DesignIntelligent SystemsConventional Progress Tracking3D Computer VisionImage AnalysisData SciencePattern RecognitionSystems EngineeringComputational ImagingIntelligent AutomationRobot LearningAutomation In ConstructionGeometric ModelingMachine VisionComputer ScienceMedical Image ComputingAutomated InspectionComputer VisionConstruction TechnologyProgress TrackingAutomationConstruction ManagementImaging Tools3D Scanning3D ReconstructionIndustrial InformaticsConstruction EngineeringTracking System
Accurate and frequent construction progress tracking provides critical input data for project systems such as cost, schedule control, and billing. Unfortunately, conventional progress tracking is labor intensive, sometimes subject to negotiation, and often driven by arcane rules. Attempts to improve progress tracking have recently focused on automation, using technologies such as three-dimensional imaging, global positioning systems, ultra wide band (UWB) indoor locating, handheld computers, voice recognition, wireless networks, and other technologies in various combinations. However, one limit of these approaches is their focus on counting objects or milestones rather than value. In this paper, a four-dimensional model recognition-driven automated progress tracking system that transforms objects to their earned values is examined via the analysis of data from the construction of a steel reinforced concrete structure and a steel structure. It is concluded that automated, object oriented recognition systems that convert each object to its earned value can substantially improve the accuracy of progress tracking, and thus, better support project systems like billing. The contribution of this study is an argument based on scientific results for refocusing future research onto automated earned value tracking, which is ultimately what is needed in practice.
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