Tanja Stocker’s research while affiliated with Technical University of Munich and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (1)


EarlyData knowledge base for material decisions in building design
  • Article

October 2022

·

90 Reads

·

16 Citations

Advanced Engineering Informatics

·

Tanja Stocker

·

Oliver Abele

·

[...]

·

To make use of the great opportunities for emission reduction in early building design, future emissions need to be calculated when only geometric, but no detailed material information about a building is available. Currently, early design phase life cycle assessments (LCAs) are heavily reliant on assumptions of specific material choices, leading to single point emission values which suggest a precision not representative for an early design stage. By adding knowledge about possible locations and functions of materials within a building to life cycle inventory (LCI) data, the EarlyData knowledge base makes LCA data sets accessible and more transparent. Additionally, “generic building parts” are defined, which describe building parts independently of precise material choices as a combination of layers with specific functions. During evaluation, enriched LCI data and generic building parts enable assessment of a vast number of possible material combinations at once. Thus, instead of single value results for a particular material combination, ranges of results are displayed revealing the building parts with the greatest emission reduction potential. The application of the EarlyData tool is illustrated on a use case comparing a wood building and a concrete building. The database is developed with extensibility in mind, to include other criteria, such as (life cycle) costs.

Citations (1)


... The variables of passive design strategies are extracted from a knowledge-based database (Schneider-Marin et al. (2022)), where potential materials are assigned to different applicability/functionality types of building components. On the other hand, HVAC systems are categorized into heat generator, heater and heating control strategies, based on Federal Ministry for Housing, Urban Development and Building (2022); Harter (2021). ...

Reference:

A comparative study of dynamic building simulation and machine-learning within a two-stage multi-objective stochastic optimization framework
EarlyData knowledge base for material decisions in building design
  • Citing Article
  • October 2022

Advanced Engineering Informatics