Marina Gourtovaia’s research while affiliated with University of Cambridge and other places

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Publications (7)


Figure 1. Example FAD created in MS PowerPoint 
Figure 2. The DRed 2.0.x Information Model 
Figure 3. Top Level Context Diagram 
Figure 4. Whole Engine Assembly Geometry and Product Structure 
Figure 5. Whole Engine Structural-Mechanical FAD 

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DRED 2.0: A method and tool for capture and communication of design knowledge deliberated in the creation of technical products
  • Conference Paper
  • Full-text available

August 2009

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1,491 Reads

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21 Citations

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M. Gourtovaia

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This paper addresses the general issue of software tool support for designers, helping them to structure, to communicate and to document activities of generation, evaluation and decision. Here the focus is on detailed consideration of desired and undesired behavioural relationships among elements of complex design artefacts and with end users. This is an area that has recently been under discussion by proponents and critics of Affordance Based Design methods. Our solution approach is to extend an existing graph based software tool for design rationale capture that has been in widespread use in an international aerospace company for several years. We are integrating its Issue Based Information System (IBIS) based design argumentation with hierarchical Functional Analysis Diagrams (FAD), a form of Concept Map. The resulting software is being tested by practical application on pilot projects in the company, and initial experiences have been very favourable. The new graph element types, bidirectional relationship types between graphs, and supporting navigational facilities are described. Their use is illustrated by example of an integrated hierarchical FAD and assembly geometry model of a gas turbine engine.

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RATIONALE DEVELOPMENT AND EVALUATION TOOL

June 2009

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38 Reads

The invention concerns a tool and method for capturing information gathered during an analysis project. Such information may comprise engineering design or other decision making rationale. The invention comprises a storage means for storing the analysis information generated or acquired during progress of an analysis project, wherein the analysis information is in the form of a plurality of graphical representations. Each graphical representation denotes a plurality of entities under analysis and the plurality of graphical representations comprises at least one representation of a first kind and at least one representation of a second kind. Input means is provided to allow a user to generate each graphical representation using a first or second predetermined structure according to its kind, said graphical representations being arranged for storage as a plurality of graphical representation files in the storage means. Presentation means allow for subsequent retrieval and presenting of the analysis information. A bi-directional link is created between different graphical representations denoting a common entity under analysis so as to allow navigation between the linked graphical representations by traversing the bi-directional link in either direction.


Figure 4. An application for evaluating reading interpretation (confidential information is blurred on purpose) 
Table 6 . Location of answers to the four questions
How to evaluate reading and interpretation of differently structured engineering design rationales

November 2008

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73 Reads

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13 Citations

Artificial Intelligence for Engineering Design Analysis and Manufacturing

Documented engineering design rationale has the potential to become a key source of information about past designs. Ease of comprehension of design rationale might play a crucial role in ensuring that the full potential of documented information is realized and that the effort and time necessary to capture design rationale pay off. This research proposes an empirical methodology for evaluating how structuring design rationale and supplying it with visual nontextual cues influences reading and interpretation. The study compares reading and interpretation of technical documentation presented in different formats to engineering graduate trainees in the aerospace industry.


Figure 1. Fragment of a DDR reversed engineered into DRed (confidential information is blurred on purpose) 
Figure 2. An application for evaluating reading comprehension (confidential information is blurred on purpose)
Table 2 . Evaluation metrics Metric Definition
Figure 3. Average time to answer the four questions. The dotted lines show the progression of each group through the questions 
Figure 6. Average answer completeness 
Evaluation of how DRed design rationale is interpreted

January 2007

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292 Reads

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7 Citations

Documented design rationale is one of the key sources of information about past designs. Ease of comprehension of design rationale might play a crucial role in ensuring that the full potential of documented design rational is realised and the effort and time that go into capturing design rationale pay off. This empirical study explores how structuring textual information about design rationale and supplying it with visual non-textual cues influences reading comprehension. The study compares comprehension of technical documentation presented in different forms by engineering trainees in aerospace industry.


Towards integrated performance-driven generative design tools

March 2005

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2,172 Reads

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389 Citations

Automation in Construction

Performance-driven generative design methods are capable of producing concepts and stimulating solutions based on robust and rigorous models of design conditions and performance criteria. Using generative methods, the computer becomes a design generator in addition to its more conventional role as draftsperson, visualizor, data checker and performance analyst. To enable designers to readily develop meaningful input models, this paper describes a preliminary integration of a generative structural design system, eifForm, and an associative modeling system, Generative Components, through the use of XML models. An example is given involving generation of 20 lightweight, cantilever roof trusses for a saddle shaped stadium roof modeled in Generative Components. Synergies between the two systems and future extensions are discussed.


Developing Intuitive and Interactive Software Demonstrators for Computational Design Methods

To achieve enhanced usability of generative and optimization methods for both structural designers and architects, rapid prototyping of software demonstrators is essential in order to demonstrate potential impact for design practice and enable feedback throughout method development. In this paper, specification requirements and software design solutions for such demonstrators are discussed.


Citations (5)


... The outline of stages of the proposed algorithm is as follows: Phase 1. 2D design: The prior deep generative design approach, an efficient technique that combines topology optimization and deep learning to construct numerous engineering structural designs, to generate diverse 2D wheel models. A variety of the latest topology iterations for 2D view wheels were developed based on the reference designs we first acquired from the picture data of a marketplace wheel [3,6,14,43]. ...

Reference:

AI-assisted design of lightweight and strong 3D-printed wheels for electric vehicles
Towards Integrated Performance-Based Generative Design Tools

... Cette cartographie a montré qu'aucun des outils existants ne permettait de couvrir à la fois l'ensemble des catégories du lexique et des états de l'UX. Pour combler ce manque, nous avons conçu un nouvel outil inspiré de DRED (Bracewell et al., 2009), SysML (OMG, 2007) et des UX Journey Maps (ex. Kremer, Krahl & Lindemann, 2017). ...

DRED 2.0: A method and tool for capture and communication of design knowledge deliberated in the creation of technical products

... Design rationale capturing tools are beginning to be accepted in the industry, e.g. the Design Rationale editor (DRed) developed by Engineering Design Centre (EDC) of Cambridge University [14]. Preliminary research on the DRed usage in practice shows that structured information is easier to interpret than traditional design definition reports [15]. DRed is a graphical software tool for acquiring knowledge in the early stages of the design process and solving the problems that occur during the product servicing. ...

Evaluation of how DRed design rationale is interpreted

... Generative design is a computational design method that provides alternatives that satisfy the given design requirements [1,2]. These alternatives are represented as entities within a computational model and stimulate the designer's creativity in the early design stage [3]. ...

Towards integrated performance-driven generative design tools

Automation in Construction

... The authors then adapted a general best-first heuristic algorithm for exploring solutions. This model can capture the depth of design [19] X X X Braha and Reich [20] X X X Baxter et al. [21] X X Hicks et al. [22] X X Bracewell and Sharpe [23] X X X X X Flemming and Woodbury [25] X X X X X Ishino and Jin [28,29] X X X Tay and Gu [26] X X X X Nomaguchi and Tomiyama [27] X X X X X Bracewell et al. [15,30] X X X X Yamamoto et al. [31] X X X O'Sullivan [32] X X X X X Ding et al. [33] X X X X DRIFT X X X X X X X solutions in layers, and also retains any considered but unselected alternative solutions at every abstraction level. Braha and Reich [20] referred to GDT [13], and proposed a mathematical framework for representation of practical design processes considering trial and error in the process of mapping from functions to attributes. ...

How to evaluate reading and interpretation of differently structured engineering design rationales

Artificial Intelligence for Engineering Design Analysis and Manufacturing