NACH OBEN

Daniel Napps

M. Sc.
Wissenschaftlicher Mitarbeiter
Raum: IC 6/71
Tel.: 0234 32 - 21573
ORC-ID: 0000-0002-2287-2964
E-Mail

Foto Daniel Napps
Design decision support in early design phases by similarity determination of digital building models

Architects' daily work consists of designing various building concepts for a given construction project and continuously customizing them to the client's specifications and requirements. Knowledge from previous projects is incorporated into this process so that digitally created building models can be used as an inspiration within an agency. But architects typically design a building from scratch, so creating and customizing different variants for design decisions are very costly and time-consuming. Public availability of different building models is very limited and manual comparisons of different building designs is error-prone and challenging. Therefore, I am going to improve this inefficient process by introducing a decision support tool and make the architects' knowledge reusable. For decision support, Case-Based Reasoning is adapted to enable automatic comparisons of building models and requirements. Identified similar buildings or building parts thus enable future problems to be solved by customizing previous decisions. The necessary reuse of internal knowledge is ensured by a case base that contains different design solutions made available as explicit knowledge to everyone.

Bachelor

  • Murad, Bashar (2022): Evaluierung des Einsatzes von Virtual Reality für das Variantenmanagement in BIM Modellen
  • Heger, Florian (2023): Entwicklung eines Interfaces zur Generierung von Graphen auf Basis von Gebäudeinformationen
  • vom Rath, Felix (2023): Evaluierung der Vergleichbarkeit IFC-basierter Graphen
  • Aydemir, Denizcan (2023): Analyse der Folgen der Corona-Pandemie und dem russischen Überfall auf die Ukraine auf das Bauwesen
  • Horga, Marius (2023): Automatisierte Informationsextraktion aus textlichen Begründungen von Bebauungsplänen mittels Computerlinguistik
  • Selvarajah, Abinash (2023): Machine Learning zur automatischen Informationsextraktion aus der textlichen Begründung von Bebauungsplänen
  • Meral, Denis (2023): Implementierung einer Applikation für Gebäudedesigns auf Basis baurechtlicher Regulierungen
  • Kais, Nadine (2024): Performance Comparison of Building Graphs for the Construction Industry
  • Kiziler, Hatice (2024): Mustervergleich zur Findung ähnlicher Features in Gebäudegraphen
  • Winck, Gabriel (2024): Vergleichsstudie über die Leistungs-und Anpassungsfähigkeit eines Graph-basierten Gebäudeentwurfsprozesses

Master

  • Shin, Natalya (2023): Comparative Study of AI Methods for Automated Generation of Artificial BIM Elements

Publikationen