Complex System Design With Design Languages: Method, Applications and Design Principles

Abstract

Graph-based design languages in UML (Unified Modeling Language) are presented as a method to encode and automate the complete design process and the final optimization of the product or complex system. A design language consists of a vocabulary (i.e. the digital building blocks) and a set of rules (i.e. the digital composition knowledge) along with an executable sequence of the rules (i.e. the digital encoding of the design process). The rule-based mechanism instantiates a central and consistent global product data structure (the so-called design graph). Upon the generation of the abstract central model, the domain-specific engineering models are automatically generated, remotely executed and their results are fed-back into the central design model for subsequent design decisions or optimizations. The design languages are manually modeled and automatically executed in a so-called design compiler. Up to now, a variety of product designs in the areas of aerospace (satellites, aircraft), automotive (space frame structures, automotive cockpits), machinery (robots, digital factory) and consumer products (coffeemakers) have been successfully accelerated and automated using graph-based design languages. Different design strategies and mechanisms have been identified and applied in the automation of the design processes. Approaches ranging from the automated and declarative processing of constraints, through fractal nested design patterns, to mathematical dimension-based derivation of the sequence of design actions are used. The existing knowledge for a design determines the global design strategy (i.e. top-down vs. bottom-up). Similarity-mechanics in the form of dimensionless invariants are used for evaluation to downsize the solution for an overall complexity reduction. Design patterns, design paradigms (i.e. form follows function, or function follows form) and design strategies (divide and conquer) from information science are heavily used to structure, manage and handle complexity.

Holistic Digital Function Modelling with Graph-Based Design Languages

“…This is especially advantageous for systems with many configuration possibilities such as wire harnesses and pipe systems such as exhaust systems (Vogel and Rudolph 2016). The third notable advantage is the possibility to include multiple physical domains, e. g. it is possible to address simultaneously the mass and moment balance and thermal validation of a satellite (Vogel and Rudolph 2018).…”