Digital Twin (local and global): Snap4City view

see also 

The so called Digital Twin approach implies to manage a digital counterpart of the real world. In  the literature, we can identify the:

  • Local Digital Twin: detailed aspects modeled in digital of a physical element, for example of a chemical plant with machine, motors, silos, etc., each of them with 3D representation, detailed components, real time values of sensors attached which can be used to understand its behavior in terms of real time data and funtionalities, mechanical parts to be disassembled for maintenance and inspection, etc. Several different levels of resolutions can be provided and the rendering is tyically performend on 3D modeling and view tools such as the BIM server. The 3D shape is obtained by starting from formats such as IFC, DXF, SVG (Scalable Vector Graphics), STEP, IGES, STL (STereoLithography), OBJ (Wavefront), DAE (Collada), SCAD (OpenSCAD), IV (Inventor). Some of them are open formats, other are proprietary and a large number of converters are present, even if several problems arise during conversions. The Local Digital Twin also may include the detailed description of floors, detailed description of data, devices, etc. 
  • Digital Twin general view is representing the 3D shape of context: the city, the plant, the garden. In that case of the City, the representation can be very detailed as in the Local Digital Twin or simplied in shape and volumes. In the latter case, the modeling can be based on volumes formalized in GeoJson with geometry projections, with specific attributes as "height" and/or "roofShape", etc. See for example OSM maps with building https://osmbuildings.org/documentation/data/ The building shape may have a pattern smeared on them reporting the color and the look of  the building, providing a more realistic view of  the 3D simulated view. In most cases, it can be possible to pass from Digital Twin to the Local Digital Twin such as "entering in the detailed view". 

In Snap4City both solutions are supported into the Dashboard Builder. The preferred format for Local Digital Twin is the IFC since it is an open format.

Examples are accessible from the Slides of the Course Https://www.snap4city.org/577