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 the OGC 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
WS 2020/21	Angewandte Geoinformatik 2
SS 2020	Geoinformatik 3 - Geo Sensor Web [Wiki]
WS 2019/20	Übung zu Geoinformatik 2
WS 2019/20	Angewandte Geoinformatik 2
SS 2019	Geoinformatik 3 - Geo Sensor Web [Wiki]
WS 2018/19	Übung zu Geoinformatik 2
WS 2018/19	Angewandte Geoinformatik 2
SS 2018	Übung zu Geoinformatik 1 [TUMOnline, Moodle]
SS 2018	Geoinformatik 3 - Geo Sensor Web [TUMOnline, Moodle, Wiki]
WS 2017/18	Übung zu Geoinformatik 2 [TUMonline, Moodle]
WS 2017/18	Angewandte Geoinformatik 2
SS 2017	Übung zur Einfühung in die Informatik 2
SS 2017	Geoinformatik 3 - Geo Sensor Web
WS 2016/17	Übungen zu Einführung in die Informatik für Ingenieure 1 [TUMonline, Moodle]
WS 2016/17	Angewandte Geoinformatik 2 [TUMonline, Moodle]
SS 2016	Übung zur Einfühung in die Informatik 2 [TUMonline, Moodle]
SS 2016	Geoinformatik 3 [TUMonline, Moodle]
WS 2015/16	Übungen zu Einführung in die Informatik für Ingenieure 1 [TUMonline, Moodle]
WS 2015/16	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.
2022	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.
2016	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 Sensing 15 (17), 2023 more… 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 Buildings 292 (113141), 2023 more… 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 Production 407 (137164), 2023 more… 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), 2022 more… 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--112 more… 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, 2021 more… 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, 251-261 more… 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 Sciences VI-4/W1-2020, 2020, 85-92 more… BibTeX

2018

Ruhdorfer, Roland; Willenborg, Bruno; Sindram, Maximilian: Coupling of Traffic Simulations and Semantic 3D City Models. gis.Science (3/2018), 2018 more… 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, 223-230 more… 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, 341-352 more… 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, 25-32 more… 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, 133-140 more… 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 Landmanagement 142 (6), 2017 more… 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, 167-191 more… 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 Landmanagement 141 (6), 2016 more… 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 SGPF more… 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), 2015 more… 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, 2015 more… BibTeX

To top

Chair of Geoinformatics

Prof. Kolbe

Technical University of Munich
Arcisstr. 21
80333 München
Germany

Tel.: +49.89.289.22578
Fax: +49.89.289.22878

tanja.nyc(at)tum.de

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.
2022	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.
2016	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.