Bruno Willenborg, M.Sc.
| E-mail: | b.willenborg(at)tum.de |
| Phone: | +49.89.289.22973 |
| Fax: | +49.89.289.22878 |
| Room: | 0126 |
| Address: | Technical University of Munich Bruno Willenborg Chair of Geoinformatics Arcisstraße 21 80333 Munich, Germany |
| Office hours: | By appointment via e-mail |
Research interests
- Coupling of semantic 3D city models and simulations
- Cloning strategies for Digital Twins using a catalog service
- Cloud-based Geo Processing Chains
- Solar potential analysis based on sematic 3D city models
- Integration of semantic 3D city models and 3D mesh models
- 3D City Database Docker (more)
- Simulation of explosions in urban space and result analysis based on CityGML-City Models and a 3D-Web Client
- Geo Sensor Web: Sensor networks with Raspberry Pi and theOGC Sensor Web Enablement (SWE)
- Arduino Microcontrollers, sensors and LoRaWAN
- Computer-based, cooperative 3D track planning in multi-scale 3D city and building models (...more)
Projects
| 2021 | SAVeNoW [more] |
| 2020 | Geomassendaten [more] |
| 2019 | Standard BIPV [more] |
| 2018 | 3D City Database Docker images [more,GitHub] |
| 2015/16 | Solar potential analysis for roofs and facades based on CityGML city models |
| 2015 | Computer-aided cooperative track planning in multi-scale 3D cities and building models [more] |
| 2013 | OpenFOAM mesh generation based on CityGML city models |
Teaching
| WS 2021/22 | Angewandte Geoinformatik 2 |
| SS 2021 | Geoinformatik 3 - Geo Sensor Web [Wiki] |
| WS 2020/21 | Übung zu Geoinformatik 2 |
| Angewandte Geoinformatik 2 | |
| SS 2020 | Geoinformatik 3 - Geo Sensor Web [Wiki] |
| WS 2019/20 | Übung zu Geoinformatik 2 |
| Angewandte Geoinformatik 2 | |
| SS 2019 | Geoinformatik 3 - Geo Sensor Web [Wiki] |
| WS 2018/19 | Übung zu Geoinformatik 2 |
| Angewandte Geoinformatik 2 | |
| SS 2018 | Übung zu Geoinformatik 1 [TUMOnline,Moodle] |
| Geoinformatik 3 - Geo Sensor Web [TUMOnline,Moodle,Wiki] | |
| WS 2017/18 | Übung zu Geoinformatik 2 [TUMonline,Moodle] |
| Angewandte Geoinformatik 2 | |
| SS 2017 | Übung zur Einfühung in die Informatik 2 |
| Geoinformatik 3 - Geo Sensor Web | |
| WS 2016/17 | Übungen zu Einführung in die Informatik für Ingenieure 1 [TUMonline,Moodle] |
| Angewandte Geoinformatik 2 [TUMonline,Moodle] | |
| SS 2016 | Übung zur Einfühung in die Informatik 2 [TUMonline,Moodle] |
| Geoinformatik 3 [TUMonline,Moodle] | |
| WS 2015/16 | Übungen zu Einführung in die Informatik für Ingenieure 1[TUMonline,Moodle] |
| Angewandte Geoinformatik 2[TUMonline,Moodle] |
Presentations
| 2023 | Large-scale solar potential analysis with semantic 3D city models in the cloud and AI-based roof-top detection |Münchner GI-Runde 2023 | 21.03.2023 | Munich, Deutschland. |
| 2022 | Managing Urban Digital Twins with the Smart District Data Infrastructure (SDDI) |URBAN TWIN CONFERENCE, HCU Hamburg | 14.06.2022 | Hamburg, Deutschland. |
| Towards a climate-neutral building stock: Practical application of analysis methods with geoinformation and 3D city models |DGNB Seminarreihe Digitale Transformation | 24.11.2022 | virtual. | |
| Deep Learning for Semantic 3D City Model Extension:Modeling Roof Superstructures using Aerial Images for Solar Potential Analysis |3DGeoInfo 2023 | 20.10.2023 | virtual. | |
| Towards a climate-neutral building stock: Practical application of analysis methods with geoinformation and 3D city models |DGNB Seminarreihe Digitale Transformation | 26.04.2022 | virtual. | |
| 2021 | Towards a climate-neutral building stock: Practical application of analysis methods with geoinformation and 3D city models |DGNB Seminarreihe Digitale Transformation | 30.11.2021 | virtual. |
| Coupling Urban Micro Climate Simulation with Semantic 3D City Models |Leonhard Obermeyer Center (LOC) - Center Day 2021 | | Munich, Germany. | |
| Large-scale Solar Potential Analysis in the Cloud using Semantic 3D City Models |Geo@Aktuell | 14.04.2021 | München | virtual. | |
| 2020 | Large-scale Solar Potential Analysis in the Cloud using Semantic 3D City Models | |BIM-World Munich 2020 | 24.11.2020 | Munich, Deutschland. |
| LoRaWAN Sensor Networks for the City of the Future - Alternatives to 5G |Kommunales GIS-Forum 2020 | 17.11.2020 | Neu Ulm, Germany. | |
| Application scenarios of geomass data for modeling green volume and solar potential |Dresdner Flächennutzungssymposium 2020 | 06.10.2020 | Dresden, Deutschland. | |
| Life Cycle Assessment of Technical Building Services of Large Residential Building Stocks Using Semantic 3D City Models | 20th 3D GeoInfo Conference | 09.09.2020 | London, United Kingdom. | |
| Sensor Networks in Town and Country - Alternatives to 5G |Münchner GI-Runde 2020 | 06.05.2020 | München, Deutschland. | |
| Highly detailed tree model and solar potential analysis for the use of building-integrated photovoltaics using the example of Munich |Münchner GI-Runde 2020 | 06.05.2020 | München, Deutschland. | |
| 2019 | IoT based on LoRaWAN - Leaning by Doing mit SWM und TUM |Sensor symposium City of Munich | 13.11.2019 | Munich, Germany. |
| Workshop: From sensor node to IoT application via LoRaWAN, FROST-Server and Node-RED| Barcamp, Sensor symposium City of Munich | 14.11.2019 | Munich, Germany. | |
| Towards the Estimation of PV potentials for all Buildings in Germany |Leonhard Obermeyer Center Day 2019| 15.11.2019 | Munich, Germany. | |
| 2018 | Integration of Semantic 3D City Models and 3D Mesh Models for Accuracy Improvment of Solar Potential Analyses | 13th 3D GeoInfo Conference | 02.10.2018 | Delft, Netherlands. |
| Solar potential analysis for large scale 3D city models | Greening Talks III: "Waiting for the sun - modeling and simulating solar radiation in cities", Center for Innovation and Science on Building Greening, TU Berlin | 20.04.2018 | Berlin, Germany. | |
| 3DCityDB on Docker |Open Geospatial Consortium (OGC) TC-Meeting | 21.03.2018 | Orléans, France. | |
| 2017 | Solar potential analysis and energy demand estimation for large scale semantic 3D city models |ZNB-Symposium | 23.06.2017 | Munich, Germany. |
| 2016 | BIM & GIS: Automatic generation and GIS-based evaluation of multi-scale infrastructure models |Leonhard Obermeyer Center (LOC) - Center Day 2016 | 11.11.2016 | Munich, Germany. |
| Semantic 3D City Models Serving as Information Hub for 3D Field Based Simulations |Dreiländertagung der SGPF, DGPF und OVG - Lösungen für eine Welt im Wandel | 08.06.2016 | Bern, Switzerland. |
Publications
2023
- Donaubauer, A.; Knezevic, M.; Willenborg, B.; Bobinger, S.; Morich, L.:Leitfaden – Urbaner Digitaler Zwilling nach der Methodik der SDDI (Version 1.2)., Ed.:Bayern Innovativ GmbH:Bayerischen Staatsministeriums für Digitales, 2023,more…BibTeX
- Faltermeier, Florian L.; Krapf, Sebastian; Willenborg, Bruno; Kolbe, Thomas H.:Improving Semantic Segmentation of Roof Segments Using Large-Scale Datasets Derived from 3D City Models and High-Resolution Aerial Imagery.Remote Sensing15 (17), 2023more…BibTeX
- Harter, Hannes; Willenborg, Bruno; Lang, Werner; Kolbe, Thomas H.:Climate-neutral municipal building stock - life cycle assessment of large residential building stocks based on semantic 3D city models.Energy and Buildings292 (113141), 2023more…BibTeX
- Harter, Hannes; Willenborg, Bruno; Lang, Werner; Kolbe, Thomas H.:Life Cycle Assessment of building energy systems on neighbourhood level based on semantic 3D city models.Journal of Cleaner Production407 (137164), 2023more…BibTeX
2022
- Krapf, Sebastian; Willenborg, Bruno; Knoll, Kevin; Bruhse, Matthias; Kolbe, Thomas H.:Deep Learning for Semantic 3D City Model Extension: Modeling Roof Superstructures using Aerial Images for Solar Potential Analysis.ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences), 2022more…BibTeX
2021
- Beil, Christof; Kutzner, Tatjana; Schwab, Benedikt; Willenborg, Bruno; Gawronski, Alexander; Kolbe, Thomas H.:Integration of 3D point clouds with semantic 3D city models – Providing semantic information beyond classification. Proceedings of the 16th International 3D GeoInfo Conference 2021 ( ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences ), 2021, 105--112more…BibTeX
- Harter, Hannes; Willenborg, Bruno; Schneider-Marin, Patricia; Banihashemi, Farzan; Vollmer, Michael; Kierdorf, Daniel; Kolbe, Thomas H.; Lang, Werner:Uncertainty Analysis of Life Cycle Assessment Input Parameters on City Quarter Level.Building Simulation 2021, 2021more…BibTeX
2020
- Behnisch, Martin; Münzinger, Markus; Poglitsch, Hanna; Willenborg, Bruno; Kolbe, Thomas H.:Anwendungsszenarien von Geomassendaten zur Modellierung von Grünvolumen und Solarflächenpotenzial.In:Meinel, Gotthard; Schumacher, Ulrich; Behnisch, Martin; Krüger, Tobias (Ed.):Flächennutzungsmonitoring XII. Rhombos Verlag, 2020, 251-261more…BibTeX
- Harter, H.; Willenborg, B.; Lang, W.; Kolbe, T. H.:Life Cycle Assessment of Technical Building Services of Large Residential Building Stocks using Semantic 3D City Models.ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information SciencesVI-4/W1-2020, 2020, 85-92more…BibTeX
2018
- Ruhdorfer, Roland; Willenborg, Bruno; Sindram, Maximilian:Coupling of Traffic Simulations and Semantic 3D City Models.gis.Science (3/2018), 2018more…BibTeX
- Willenborg, Bruno; Pültz, Martin; Kolbe, Thomas H.:Integration of Semantic 3D City Models and 3D Mesh Models for Accuracy Improvements of Solar Potential Analyses.Proceedings of the 13th International 3D GeoInfo Conference 2018 (ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences), ISPRS, 2018, 223-230more…BibTeX
2017
- Breunig, Martin; Borrmann, André; Rank, Ernst; Hinz, Stefan; Kolbe, Thomas H.; Schilcher, Matthäus; Mundani, Ralf-Peter; Jubierre, Javier R.; Flurl, Matthias; Thomsen, Andreas; Donaubauer, Andreas; Ji, Yang.; Urban, Steffen; Laun, Simon; Vilgertshofer, Simon; Willenborg, Bruno; Menninghaus, Mathias; Steuer, Horst; Wursthorn, Sven; Leitloff, Jens; Al-Doori, Mulhim; Mazroobsemnani, Nima:Collaborative Multi-Scale 3D City and Infrastructure Modeling and Simulation.Tehran's Joint ISPRS Conferences of GI Research, SMPR and EOEC 2017 (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Archives)), ISPRS, 2017, 341-352more…BibTeX
- Chaturvedi, Kanishk; Willenborg, Bruno; Sindram, Maximilian; Kolbe, Thomas H.:Solar Potential Analysis and Integration of the Time-dependent Simulation Results for Semantic 3D City Models Using Dynamizers.Proceedings of the 12th International 3D GeoInfo Conference 2017 (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences), ISPRS, 2017, 25-32more…BibTeX
- Vilgertshofer, Simon; Amann, Julian; Willenborg, Bruno; Borrmann, André; Kolbe, Thomas H.:Linking BIM and GIS Models in Infrastructure by Example of IFC and CityGML.In: Computing in Civil Engineering 2017. American Society of Civil Engineers (ASCE) Library, 2017, 133-140more…BibTeX
- Willenborg, Bruno; Marx, Caroline; Beil, Christof; Erbe, Karin; Heinze, Kristina; Ionescu, Andrei; Podhorsky, Felix; Schönhut, Sabine; Steudel, Maximilian:Trendanalyse InterGEO 2017.zfv - Zeitschrift für Geodäsie, Geoinformation und Landmanagement142 (6), 2017more…BibTeX
- Willenborg, Bruno; Sindram, Maximilian; Kolbe, Thomas H.:Applications of 3D City Models for a better understanding of the Built Environment.In:Behnisch, Martin; Meinel, Gotthard (Ed.):Trends in Spatial Analysis and Modelling. Springer International Publishing, 2017, 167-191more…BibTeX
2016
- Willenborg, Bruno; Machl, Thomas; Marx, Caroline; Erlwein, Sabrina; Heinze, Kristina; Jasper, Christine; Lauterbach, Roswitha; Ruhdorfer, Roland; Stöckle, Leonhard:Trendanalyse InterGEO 2016.zfv - Zeitschrift für Geodäsie, Geoinformation und Landmanagement141 (6), 2016more…BibTeX
- Willenborg, Bruno; Sindram, Maximilian; Kolbe, Thomas H.:Semantic 3D City Models Serving as Information Hub for 3D Field Based Simulations.Lösungen für eine Welt im Wandel, 3-Ländertagung der SGPF, DGPF und OVG in Bern, 2016Dreiländertagung der DGPF, der OVG und der SGPFmore…BibTeX
2015
- Machl, Thomas; Willenborg, Bruno; Marx, Caroline; Manlik, Wolfgang; Mouratidis, George; Erbe, Karin; Heinze, Kristina; Möller, Verena:Trendanalyse InterGEO 2015.zfv - Zeitschrift für Geodäsie, Geoinformation und Landmanagement (6), 2015more…BibTeX
- Willenborg, Bruno:Simulation of Explosions in Urban Space and Result Analysis Based on CityGML City Models and a Cloud Based 3D Web Client.Master thesis,2015more…BibTeX
