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Erschienen in: Research in Engineering Design 4/2003

01.11.2003 | Original Paper

Topological structures for modeling engineering design processes

verfasst von: Dan Braha, Yoram Reich

Erschienen in: Research in Engineering Design | Ausgabe 4/2003

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Abstract

In this paper, a mathematical framework for describing a variety of complex and practical design processes is developed. We demonstrate that our model has the desirable quality of representing several, seemingly distinct, approaches as instances of the same framework. In addition, General Design Theory is shown to be a special case of the proposed framework. Using simple examples throughout the paper, we also hint at the potential for the framework to serve as a basis for a descriptive study of design. Various design phenomena such as design failure, identification of design knowledge bottlenecks, and benefits of collaborative design could be understood using the proposed model.

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Fußnoten
1
For instance, when the designer reaches a specification f n that cannot be refined due to limited knowledge, or when sufficient information is gathered that enables the “synthesis” mapping to take place.
 
2
This natural type of representation has been utilized, explicitly or implicitly, as a means for describing the design process by other researchers (e.g., Pahl and Beitz 1984; Gero 1990; Takeda et al 1990; Dasgupta 1994; Simon 1996; Suh 2001). Here, we use it as a basis for modeling the underlying topological spaces.
 
3
Some definitions may resemble GDT terminology (Yoshikawa 1981); nevertheless, as already discussed, GDT is only a special case of our framework.
 
4
Note that we use the term “f is a generator of F” although f may only generate part of F.
 
5
It could be prohibitively expensive to generate this set in real design.
 
6
It may be impossible to verify this property in real design; however, engineering intuition, experience, or lack of knowledge might imply it.
 
7
Note that our use of the term “implication” is not necessarily identical to “logical implication”. In a logical framework, the implication relation is associated with deduction. Consequently, by modus ponens, every description in the implication chain is implied by the initial candidate solution d 0.
 
8
<fn>Recall that “d i+1is generated by d i” or “d i generates d i+1” if d iU F (d i+1).
 
9
We use this source rather than the original papers since it summarizes GDT with simple intuitive examples.
 
10
Here, in any formula of the form AB, A is referred to as the antecedent and B as the consequent (Russell and Norvig 1995).
 
11
By applying a specific knowledge base.
 
12
Constraints in discrete domains can be expressed as compatibility relations between attributes, stating that certain combinations are allowed or not.
 
13
Dependency-directed backtracking provides a way of taking into account the information about which pieces of knowledge contribute to the failure. This information is used in the decision of how far to backtrack.
 
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Metadaten
Titel
Topological structures for modeling engineering design processes
verfasst von
Dan Braha
Yoram Reich
Publikationsdatum
01.11.2003
Verlag
Springer-Verlag
Erschienen in
Research in Engineering Design / Ausgabe 4/2003
Print ISSN: 0934-9839
Elektronische ISSN: 1435-6066
DOI
https://doi.org/10.1007/s00163-003-0035-3

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