A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Adaptive Robotic Carving
Training Methods for the Integration of Material Performances in Timber Manufacturing
The paper presents the developments of a series of methods to train a fabrication system for the integration of material performances in timber manufacturing processes, combining robotic fabrication together with different sensing strategies and machine learning techniques, and their further application within a prototypical design to manufacturing workflow. The training cycle, spanning from the recording of skilled human experts to autonomous robotic explorations, aims to encapsulate different layers of instrumental knowledge into a design interface, giving designers the opportunity to engage with material and tool affordances as process driver. The training methods are evaluated in a series of experiments and design iterations, proving their potential in the development of customized design to manufacturing workflows and integration of material performances, with a specific focus on timber.
Adaptive Robotic Carving
Training Methods for the Integration of Material Performances in Timber Manufacturing
The paper presents the developments of a series of methods to train a fabrication system for the integration of material performances in timber manufacturing processes, combining robotic fabrication together with different sensing strategies and machine learning techniques, and their further application within a prototypical design to manufacturing workflow. The training cycle, spanning from the recording of skilled human experts to autonomous robotic explorations, aims to encapsulate different layers of instrumental knowledge into a design interface, giving designers the opportunity to engage with material and tool affordances as process driver. The training methods are evaluated in a series of experiments and design iterations, proving their potential in the development of customized design to manufacturing workflows and integration of material performances, with a specific focus on timber.
Adaptive Robotic Carving
Training Methods for the Integration of Material Performances in Timber Manufacturing
Willmann, Jan (editor) / Block, Philippe (editor) / Hutter, Marco (editor) / Byrne, Kendra (editor) / Schork, Tim (editor) / Brugnaro, Giulio (author) / Hanna, Sean (author)
Robotic Fabrication in Architecture, Art and Design ; 2018 ; Zurich, Switzerland
Robotic Fabrication in Architecture, Art and Design 2018 ; Chapter: 26 ; 336-348
2018-08-26
13 pages
Article/Chapter (Book)
Electronic Resource
English
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