Abstract: Automatic fire-detecting algorithm with the distribution intelligence based on fuzzy neural network, Long wire transmission and the two-way digital communication fieldbus technology is introduced. The hardware of fire auto-alarm control system and its working principle and overall designing consideration are presented. Experiments show that the system has high detecting sensihvity, low alarm-missing rate, stable, practical and low cost in engineering practice etc.