Data Management and Artificial Intelligence Approaches

Research Project 15 (RP 15)

DATA MANAGEMENT AND ARTIFICIAL INTELLIGENCE APPROACHES FOR DATA-INTEGRATED COMPUTATIONAL DESIGN, SIMULATION, AND FABRICATION

The overarching goal of this project is to develop novel methods to capture and leverage various forms of data to enable co-design between different phases of building individual fiber-based modules to be used as part of long-span buildings. Towards reaching this goal, the research project first focuses on data-based co-design for the structural long-span building design, simulation, and manufacturing of the aforementioned components. As of today, these different specialist divisions are typically performed sequentially and no data is systematically captured, transferred, or analyzed between these for (subsequent) optimization of the production process of similar modules.
In tight collaboration with further projects of this research network, the project will investigate how to model and integrate data about design criteria of the fabrication process and simulated material properties, structural data for transfer into instructions for fabrication, and fabrication constraints and fabrication data obtained through sensors. The research project will then explore how to use these data to bootstrap simulations and planning algorithms to improve the overall efficiency and quality of the fabrication process. This project will result in novel techniques for data processing coupled with artificial intelligence for efficient and effective co-design, applied in the context of constructing long-span buildings.

 

PRINCIPAL INVESTIGATORS

Prof. Dr.-Ing. Peter Middendorf
Institute for Aircraft Design (IFB), University of Stuttgart
Prof. Dr.-Ing. Alexander Verl
Institute for Control Engineering of Machine Tools and Manufacturing Units (ISW), University of Stuttgart

PARTICIPATING RESEARCHER

Prof. Dr.-Ing. Cristina Tarín Sauer (ISYS)

TEAM
Dr.-Ing. Stefan Carosella (IFB)
Dr.-Ing. Armin Lechler (ISW)
Jörg Dittmann (IFB)
Carsten Ellwein (ISW)
Sebastian Hügle (IFB)
Sascha Neff (ISW)

 

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