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Extended intelligent Su-Field analysis based on fuzzy inference.
- Source :
- Procedia Computer Science; 2021, Vol. 192, p182-191, 10p
- Publication Year :
- 2021
-
Abstract
- Su-Field analysis, as one of TRIZ analytical tool for solving inventive problems, can be used to improve the performance of the technical system effectively. Generally, choosing an appropriate inventive standard is critical to solving inventive problems efficiently and accurately. However, these standards are summarized and categorized based on the enormous amount of patents in different domains, and they are built in the high level of abstraction, independently of the specific application field, making their use require much more technical knowledge than other TRIZ tools. In order to facilitate the use of inventive standards, especially for capturing the uncertainty or imprecision depicted in the standards, a rule-based heuristic methodology is proposed in this paper. Firstly, Su-Field analysis ontology and fuzzy analysis ontology are built to represent the precise and fuzzy knowledge in the process of solving inventive problems respectively. Then, SWRL (Semantic Web Rule Language) inference and fuzzy inference are performed for generating heuristic concept solution. Finally, a prototype is developed and the resolution of the case of the "Auguste Piccard's Stratostat" in prototype is elaborated in detail. [ABSTRACT FROM AUTHOR]
- Subjects :
- FUZZY logic
PROBLEM solving
SEMANTIC Web
Subjects
Details
- Language :
- English
- ISSN :
- 18770509
- Volume :
- 192
- Database :
- Supplemental Index
- Journal :
- Procedia Computer Science
- Publication Type :
- Academic Journal
- Accession number :
- 152766600
- Full Text :
- https://doi.org/10.1016/j.procs.2021.08.019