A framework of integrated expert systems based on fuzzy Petri net, called fuzzy Petri net-based expert system (FPNES) are proposed for bridges damage assessment. Major features of FPNES include: reasoning for uncertain and imprecise information, knowledge representation through the use of hierarchical fuzzy Petri nets, reasoning mechanism based on fuzzy Petri nets, and explanation of reasoning process through the use of hierarchical fuzzy Petri nets. FPNES offer several important benefits: (1) providing reasoning mechanism for uncertain and fuzzy information, (2) improving the efficiency of rule-based reasoning by constructing relationship of concurrency among rules activation, and (3) explaining how to reach conclusions through the movements of tokens in fuzzy Petri nets. An application to the damage assessment of the Da-Shi bridge in Taiwan is used as an illustrative example of FPNES.
|Number of pages
|Proceedings of the International Conference on Tools with Artificial Intelligence
|Published - 1998
|Proceedings of the 1998 IEEE 10th International Conference on Tools with Artificial Intelligence - Taipei, China
Duration: 10 Nov 1998 → 12 Nov 1998