Hierarchical volumetric object representations for digital fabrication workflows

Abstract

Modern systems for computer-aided design and manufacturing (CAD/CAM) have a history dating back to drafting boards, early computers, and machine shops with specialized technicians for each stage in a manufacturing workflow. In recent years, personal-scale digital fabrication has challenged many of these workflows' build-in assumptions. A single individual may control the entire workflow, from design to manufacture; they will be using computers that are exponentially more powerful than those in the 1970s; and they may be using a wide variety of tools, machines, and processes.The variety of tools and machines leads to a combinatorial explosion of possible workflows. In addition, tools are based on boundary representations, which are fragile and can easily describe nonsensical objects. This thesis addresses these issues with a set of tools for end-to-end digital fabrication based on volumetric solid models. Workflows are modular, making it easy to add new machines, and a shared core of path-planning operations reduces system complexity. Replacing boundary representations with volumetric representations guarantees that models represent reasonable real-world solids.Adaptively sampled distance fields are used as a generic interchange format. Functional representations are used as a design representation, and we examine scaling behavior and efficient rendering. We present interactive design tools that use these representations as their geometry engine. Data from CT scans is also used to populate these distance fields, showing significant benefits in file size and resolution compared to meshes. Finally, these representations are used as inputs to a modular multimachine CAM workflow. Toolpath generation is implemented, characterized, and tested on a complex solid model. We conclude with a summary of results and recommendations for future research directions.

Toward Shape Optimization of Soft Robots

“…This approach enables the easy generation of families of complex shapes from a reduced set of parameters. Readers unfamiliar with modelling with function fields may consult [28]. It contains an overview of the possible shapes defined as field functions, the combining operators to implement Constrcuctive Solid Geometry operations and how to implement geometric deformations and transformations.…”

Knitting Skeletons

“…One example is Robogami [25], which combines custom-made robot components for easy fabrication. Similarly to the shapeand volume-authoring tools Antimony [12] and Foundry [32], we use composable primitives, and a pattern representation based on short function expressions that can be modified by the user.…”

Knitting Skeletons: A Computer-Aided Design Tool for Shaping and Patterning of Knitted Garments

“…One example is Robogami [26], which combines custom-made robot components for easy fabrication. Similarly to the shapeand volume-authoring tools Antimony [13] and Foundry [33], we use composable primitives, and a pattern representation based on short function expressions that can be modified by the user.…”