Research of city fire disposal experts system based on fuzzy neural network
Wen Ding-yuan · Journal of Safety Science and Technology · 2006
According to the theory of system science and behavior science, combining artifical neural network and fuzzy reason method with computer technique, this paper proposes fire disposal experts system based on fuzzy neural network that provides the decision on fire disposal for fire commander during fire. Firstly, this paper proposes general frame of fire disposal experts system based on fuzzy neural network which comprises of task management module, management and maintenance of knowledge base and database, management system of fire model, interpretive mechanism, control system of reason machine, collect and dispose of signal and result output module, and shows function of each module. Secondly, it introduces the method of knowledge expression and knowledge acquisition in the experts system that combines calculation intelligence with symbol intelligence to solve knowledge acquisition bottleneck question of experts system. Finally, it introduces the method of constructing repository and reason that combines fuzzy reason with rule reason.