Volume 7, Issue 4, August 2014, Pages 676 - 685
Hierarchical Storage Model and Priority Ranking Method of Rules in Rule-based Reasoning System
- Yushu Lai, Yan Xiong
- Corresponding Author
- Yushu Lai
Available Online 1 August 2014.
- https://doi.org/10.1080/18756891.2013.869902How to use a DOI?
- rule priority ranking, hierarchical fault diagnosis, fuzzy multi-attribute group decision making (FMAGDM), uncertainty reasoning, decision support system
- It is very difficult to create the fault trees based on components framework for some complex equipment. So a multi-hierarchy diagnosis method based on fault categories is proposed in this paper. The according storage model of rules is designed, and the concept of rule priority is introduced. Then, a rule priority ranking method based on fuzzy multi-attribute group decision making method is proposed. Finally, the uncertainty diagnosis reasoning flow and the credibility transfer algorithm based on the proposed multi-hierarchy diagnosis reasoning method and rule priority ranking method are detailed. The application case and analysis show that the proposed method has a good performance on the aspect of conflict resolution, and can improve diagnosis efficiency markedly.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - JOUR AU - Yushu Lai AU - Yan Xiong PY - 2014 DA - 2014/08 TI - Hierarchical Storage Model and Priority Ranking Method of Rules in Rule-based Reasoning System JO - International Journal of Computational Intelligence Systems SP - 676 EP - 685 VL - 7 IS - 4 SN - 1875-6883 UR - https://doi.org/10.1080/18756891.2013.869902 DO - https://doi.org/10.1080/18756891.2013.869902 ID - Lai2014 ER -