TY - GEN
T1 - Real time processing of large data sets from built infrastructure
AU - Varduhn, Vasco
AU - Mundani, Ralf Peter
AU - Rank, Ernst
PY - 2010
Y1 - 2010
N2 - In this paper, we present a framework that gives the user a tool at hand to explore large data sets from built infrastructure. In a first step we describe the integration of fully detailed product models of constructions delivering the geometric and auxiliary information we build up our data exploration from. The main part of this paper follows by presenting the application of a hierarchical data structure, an octree, that is capable of holding building information for a whole region or even a country and the development of complexity reduction algorithms that allow the visualisation of those data. To exploit the full performance of modern hardware platforms, the application of parallelisation techniques is inevitable and we present the implementation of these techniques to the data processing steps performed in the framework. After introducing the framework, we show possible applications to various disciplines such as environmental and civil engineering, architecture, or disaster management.
AB - In this paper, we present a framework that gives the user a tool at hand to explore large data sets from built infrastructure. In a first step we describe the integration of fully detailed product models of constructions delivering the geometric and auxiliary information we build up our data exploration from. The main part of this paper follows by presenting the application of a hierarchical data structure, an octree, that is capable of holding building information for a whole region or even a country and the development of complexity reduction algorithms that allow the visualisation of those data. To exploit the full performance of modern hardware platforms, the application of parallelisation techniques is inevitable and we present the implementation of these techniques to the data processing steps performed in the framework. After introducing the framework, we show possible applications to various disciplines such as environmental and civil engineering, architecture, or disaster management.
KW - Algorithm optimisation
KW - Built infrastructure (BIM/IFC)
KW - Hierarchical data structures
KW - Interactivity
KW - Parallel computing
KW - Visualisation
UR - http://www.scopus.com/inward/record.url?scp=84890833732&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84890833732
SN - 9781936338030
T3 - IMETI 2010 - 3rd International Multi-Conference on Engineering and Technological Innovation, Proceedings
SP - 248
EP - 253
BT - IMETI 2010 - 3rd International Multi-Conference on Engineering and Technological Innovation, Proceedings
T2 - 3rd International Multi-Conference on Engineering and Technological Innovation, IMETI 2010
Y2 - 29 June 2010 through 2 July 2010
ER -