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Faculty of Engineering and Architecture

Session 8
Reasoning with data: building performance
checking and schema transformations
Workshop Ontology Modelling
Barcelona, 19-21 December 2011
Faculty of Engineering and Architecture

design

[1] Linked Data – Connect Distributed Data across the Web. http://linkeddata.org/ (2011)
Faculty of Engineering and Architecture

[2] R. Cyganiak, C. Bizer. Pubby – A linked data frontend for SPARQL endpoints. http://www4.wiwiss.fu-berlin.de/pubby/.
[3] OpenLink Software. Virtuoso Universal Server. http://virtuoso.openlinksw.com/.
Faculty of Engineering and Architecture
Faculty of Engineering and Architecture

Outline

1.

Information visualization

2.

Building performance checking

3.

Interoperability and schema transformations
Faculty of Engineering and Architecture

INFORMATION VISUALIZATION
Faculty of Engineering and Architecture

‘Intelligent’ Virtual Environments

[4] GraphiSoft. GraphiSoft Virtual Building Explorer for ArchiCAD.
http://www.graphisoft.com/products/virtual-building-explorer/.
Faculty of Engineering and Architecture

Even more ‘Intelligent’ Virtual Environments
Faculty of Engineering and Architecture

How to create the virtual environment?
1. Esperient Creator
2. 3DVIA Virtools
3. Unity3D
4. Quest3D
5. StoneTrip ShiVa

[5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine
environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010.
219-228.
Faculty of Engineering and Architecture

The information flow

BIM model

FBX
representation

import

Virtual world
in Unity3D

export
Real-time
communication
export

IFC
representation

IFC-to-RDF
Service

BIM model
in LOD cloud

References to
LOD cloud
Enriched
BIM model
Faculty of Engineering and Architecture

1. Creation of the virtual world

[5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine
environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010.
219-228.
Faculty of Engineering and Architecture

2. Implementation of functionality (1)

connecting FBX representation to the LOD cloud (1)
Faculty of Engineering and Architecture

2. Implementation of functionality (2)
SELECT distinct ?s WHERE {
?s <http://multimedialab.organon.elis.ugent.be/ontologies/IFC2X3#tag> "175853"^^xsd:string .
?s <http://multimedialab.organon.elis.ugent.be/ontologies/IFC2X3#representation> ?o
}

connecting FBX representation to the LOD cloud (2)
Faculty of Engineering and Architecture

3. Build Graphical User Interface (GUI)

[5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine
environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010.
219-228.
Faculty of Engineering and Architecture

BUILDING PERFORMANCE
CHECKING
Faculty of Engineering and Architecture

Today’s approach
BIM
CAD software
materials
materials
databases
materials
databases
databases

Target apps
building model
output formats

- acoustic analysis
- thermal analysis
- energy analysis
dedicated software

NBN
S01400-1
standards

[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

Proposed approach: step 1
BIM
CAD software
materials
materials
databases
materials
databases
databases

Target apps
IFC instance

- acoustic analysis
- thermal analysis
- energy analysis
dedicated software

NBN
S01400-1
standards

[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

Proposed approach: step 2
BIM
CAD software
materials
materials
databases
materials
databases
databases

Target apps
IFC instance

- acoustic analysis
- thermal analysis
- energy analysis
Formally described rules

NBN
S01400-1
standards

[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

Semantic BIM: schematic overview

materials
materials
databases
materials
databases
databases

Reasoner

instance of

IFC

NBN
S01400-1

N3 rules

standards and applicationspecific calculations
[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

Converting standards into N3Logic
# Calculate R' [dB] for each Space surface that has a calculated Te,i value
{
# Find relevant Space surface and their Te,i values
?SS a ifc:SpaceSurface.
?SS ifc:spaceBoundary [ifc:relatedBuildingElement [:acousticTau ?tau1]].
(?SCOPE 1) e:findall
(?tau {?SS ifc:spaceBoundary [ifc:relatedBuildingElement [:acousticTau ?tau]].}
?tauList).
# Calculate R' [dB] for each Space surface
?tauList math:sum ?summedTau.
(10 ?x) math:exponentiation ?summedTau.
(-10 ?x) math:product ?R
}
=>
{?SS :acousticR ?R}.
[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture
Faculty of Engineering and Architecture
Faculty of Engineering and Architecture

[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

[6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic
rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
Faculty of Engineering and Architecture

INTEROPERABILITY AND SCHEMA
TRANSFORMATIONS
Faculty of Engineering and Architecture

?
[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
[8] P. Pauwels, R. De Meyer, J. Van Campenhout. Interoperability for the Design and Construction Industry through
Semantic Web Technology. 5th International Conference on Semantic and Digital Media Technologies. In Lecture Notes in
Computer Science 6725, 2011, 143-158.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

STL/RDF

X3D/RDF

IFC/RDF
[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

[7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction.
Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
Faculty of Engineering and Architecture

CONCLUSION
Faculty of Engineering and Architecture

How to integrate diverse information models, in particular those that
describe the same information differently???

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Reasoning with data: building performance checking and schema transformations

  • 1. Faculty of Engineering and Architecture Session 8 Reasoning with data: building performance checking and schema transformations Workshop Ontology Modelling Barcelona, 19-21 December 2011
  • 2. Faculty of Engineering and Architecture design [1] Linked Data – Connect Distributed Data across the Web. http://linkeddata.org/ (2011)
  • 3. Faculty of Engineering and Architecture [2] R. Cyganiak, C. Bizer. Pubby – A linked data frontend for SPARQL endpoints. http://www4.wiwiss.fu-berlin.de/pubby/. [3] OpenLink Software. Virtuoso Universal Server. http://virtuoso.openlinksw.com/.
  • 4. Faculty of Engineering and Architecture
  • 5. Faculty of Engineering and Architecture Outline 1. Information visualization 2. Building performance checking 3. Interoperability and schema transformations
  • 6. Faculty of Engineering and Architecture INFORMATION VISUALIZATION
  • 7. Faculty of Engineering and Architecture ‘Intelligent’ Virtual Environments [4] GraphiSoft. GraphiSoft Virtual Building Explorer for ArchiCAD. http://www.graphisoft.com/products/virtual-building-explorer/.
  • 8. Faculty of Engineering and Architecture Even more ‘Intelligent’ Virtual Environments
  • 9. Faculty of Engineering and Architecture How to create the virtual environment? 1. Esperient Creator 2. 3DVIA Virtools 3. Unity3D 4. Quest3D 5. StoneTrip ShiVa [5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010. 219-228.
  • 10. Faculty of Engineering and Architecture The information flow BIM model FBX representation import Virtual world in Unity3D export Real-time communication export IFC representation IFC-to-RDF Service BIM model in LOD cloud References to LOD cloud Enriched BIM model
  • 11. Faculty of Engineering and Architecture 1. Creation of the virtual world [5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010. 219-228.
  • 12. Faculty of Engineering and Architecture 2. Implementation of functionality (1) connecting FBX representation to the LOD cloud (1)
  • 13. Faculty of Engineering and Architecture 2. Implementation of functionality (2) SELECT distinct ?s WHERE { ?s <http://multimedialab.organon.elis.ugent.be/ontologies/IFC2X3#tag> "175853"^^xsd:string . ?s <http://multimedialab.organon.elis.ugent.be/ontologies/IFC2X3#representation> ?o } connecting FBX representation to the LOD cloud (2)
  • 14. Faculty of Engineering and Architecture 3. Build Graphical User Interface (GUI) [5] P. Pauwels, R. De Meyer, J. Van Campenhout. Visualisation of semantic architectural information within a game engine environment. In Proceedings of the 10th International Conference on Construction Applications of Virtual Reality. 2010. 219-228.
  • 15. Faculty of Engineering and Architecture BUILDING PERFORMANCE CHECKING
  • 16. Faculty of Engineering and Architecture Today’s approach BIM CAD software materials materials databases materials databases databases Target apps building model output formats - acoustic analysis - thermal analysis - energy analysis dedicated software NBN S01400-1 standards [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 17. Faculty of Engineering and Architecture Proposed approach: step 1 BIM CAD software materials materials databases materials databases databases Target apps IFC instance - acoustic analysis - thermal analysis - energy analysis dedicated software NBN S01400-1 standards [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 18. Faculty of Engineering and Architecture Proposed approach: step 2 BIM CAD software materials materials databases materials databases databases Target apps IFC instance - acoustic analysis - thermal analysis - energy analysis Formally described rules NBN S01400-1 standards [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 19. Faculty of Engineering and Architecture Semantic BIM: schematic overview materials materials databases materials databases databases Reasoner instance of IFC NBN S01400-1 N3 rules standards and applicationspecific calculations [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 20. Faculty of Engineering and Architecture Converting standards into N3Logic # Calculate R' [dB] for each Space surface that has a calculated Te,i value { # Find relevant Space surface and their Te,i values ?SS a ifc:SpaceSurface. ?SS ifc:spaceBoundary [ifc:relatedBuildingElement [:acousticTau ?tau1]]. (?SCOPE 1) e:findall (?tau {?SS ifc:spaceBoundary [ifc:relatedBuildingElement [:acousticTau ?tau]].} ?tauList). # Calculate R' [dB] for each Space surface ?tauList math:sum ?summedTau. (10 ?x) math:exponentiation ?summedTau. (-10 ?x) math:product ?R } => {?SS :acousticR ?R}. [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 21. Faculty of Engineering and Architecture
  • 22. Faculty of Engineering and Architecture
  • 23. Faculty of Engineering and Architecture [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 24. Faculty of Engineering and Architecture [6] P. Pauwels, D. Van Deursen, R. Verstraeten, J. De Roo, R. De Meyer, R. Van de Walle, J. Van Campenhout. A semantic rule checking environment for building performance checking. Automation in Construction 20(5) 2011, 506-518.
  • 25. Faculty of Engineering and Architecture INTEROPERABILITY AND SCHEMA TRANSFORMATIONS
  • 26. Faculty of Engineering and Architecture ? [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332. [8] P. Pauwels, R. De Meyer, J. Van Campenhout. Interoperability for the Design and Construction Industry through Semantic Web Technology. 5th International Conference on Semantic and Digital Media Technologies. In Lecture Notes in Computer Science 6725, 2011, 143-158.
  • 27. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 28. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 29. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 30. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 31. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 32. Faculty of Engineering and Architecture STL/RDF X3D/RDF IFC/RDF [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 33. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 34. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 35. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 36. Faculty of Engineering and Architecture [7] P. Pauwels, D. Van Deursen, J. De Roo, T. Van Ackere, R. De Meyer, R. Van de Walle, J. Van Campenhout. Threedimensional information exchange over the semantic web for the domain of architecture, engineering, and construction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 25 (4) 2011, 317-332.
  • 37. Faculty of Engineering and Architecture CONCLUSION
  • 38. Faculty of Engineering and Architecture How to integrate diverse information models, in particular those that describe the same information differently???