Frameworks for organising design performance metrics
- 5 February 2016
- journal article
- research article
- Published by Taylor & Francis Ltd in Journal of Engineering Design
- Vol. 27 (4-6), 175-204
- https://doi.org/10.1080/09544828.2015.1135235
Abstract
Computational tools for aiding design-by-analogy have focused on function-flow and keyword-based retrieval of analogues. Because of the critical role of performance and benchmarking in design, the need for performance metrics-driven analogy retrieval is currently unmet. Towards meeting this need, a study has been done to investigate and propose a combined framework for organising the myriad of technical performance metrics used in engineering design (e.g. efficiency, cost, weight, etc.). Such organisational frameworks are needed for the implementation of a computational tool which can retrieve relevant analogies using performance metrics. The study, which takes a deductive approach, defines a hierarchical taxonomy of performance metrics akin to the Functional Basis vocabulary of function and flow terms. To support this approach, an empirical study was conducted to verify the identification of criticality with use in analogy designs.Keywords
Funding Information
- Division of Civil, Mechanical and Manufacturing Innovation (CMMI-1234859,CMMI-1304383)
This publication has 23 references indexed in Scilit:
- A review of TRIZ, and its benefits and challenges in practiceTechnovation, 2013
- Design by Analogy: A Study of the WordTree Method for Problem Re-RepresentationJournal of Mechanical Design, 2012
- An empirical study of the expressiveness of the functional basisArtificial Intelligence for Engineering Design, Analysis and Manufacturing, 2010
- Evaluation of the functional basis using an information theoretic approachArtificial Intelligence for Engineering Design, Analysis and Manufacturing, 2010
- Modality and representation in analogyArtificial Intelligence for Engineering Design, Analysis and Manufacturing, 2008
- Experimental Studies Assessing the Repeatability of a Functional Modeling Derivation MethodJournal of Mechanical Design, 2003
- Function–behavior–structure paths and their role in analogy-based designArtificial Intelligence for Engineering Design, Analysis and Manufacturing, 1996
- Structural Alignment during Similarity ComparisonsCognitive Psychology, 1993
- Analogy, explanation, and educationJournal of Research in Science Teaching, 1992
- Design fixationDesign Studies, 1991