Abstract: In order to reduce the rate of leak-check and error of fire alarm system,the paper put forward a design scheme of fire detection system based on fuzzy neural network according to characteristics of fire detection,and introduced the system composing,design and application of fuzzy neural networks.The system can process the data detected by sensors intelligently,which has improved the flexibility and accuracy of fire detection obviously.The result of simulation showed that it is reliability.