Fuzzy association rules mining method for design knowledge of mechanical structure symmetry
- 10.2991/icmmbe-16.2016.103How to use a DOI?
- Mechanical structure symmetry fuzzy mining association rules design knowledge
Structure symmetry is a common phenomenon in mechanical product structure, which plays important roles in realizing the design demands of mechanical product. This article using the method of multidimensional fuzzy association rules mining to mine design knowledge from the instance database, the mining results can guide the scientific application of structural symmetry in mechanical product structure design. First, the data to be excavated in the case database is processed by fuzzy method, and then association rules mining algorithm is used to mine the fuzzy association rules between structural symmetry and mechanical product function, performance and restriction, then the design knowledge of structural symmetry in mechanical product structure is established. The research result of this article is the theoretical basis of the further research on application rules of mechanical structure symmetry.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Juncheng Yang AU - Zhiyong Ma PY - 2016/09 DA - 2016/09 TI - Fuzzy association rules mining method for design knowledge of mechanical structure symmetry BT - Proceedings of the6th International Conference on Mechatronics, Materials, Biotechnology and Environment (ICMMBE 2016) PB - Atlantis Press SP - 551 EP - 557 SN - 2352-5401 UR - https://doi.org/10.2991/icmmbe-16.2016.103 DO - 10.2991/icmmbe-16.2016.103 ID - Yang2016/09 ER -