Design And Implementation Of Intelligent Fire Fighting System Based On Django Framework

With the increasing requirement of digital processing of urban fire safety,it has become an urgent and important task to construct a functional integrated combat plan in the public fire protection system.Based on the fire fighting and rescue information accumulated by Baoji Fire Brigade for many years,and combined with the working principle of "information exchange,resource sharing and complementary advantages",the author has developed an intelligent fire fighting system,which is of great significance for fire fighting and rescue teams to grasp the initiative of operations and vigorously enhance the intelligence of emergency rescue.This paper realizes the design of intelligent fire fighting system based on Django framework,which can improve the daily management and emergency rescue ability of fire fighting and rescue department.Firstly,an integrated cooperative management system of"PC(Personal Computer)end(windows)+mobile end APP(android)" is constructed,which solves the problems of data storage,location location and fuzzy query in fire fighting.The system basically meets the needs of fire rescue departments in practical work,such as water sources,units,order,vehicle management and command and dispatch.Secondly,in order to improve the intelligence of intelligent fire fighting system,the author introduces sensor technology and artificial intelligence technology to design and develop the core algorithm of fire fighting system,uses YOLO-V3 image detection algorithm to detect and alarm fire in real time,and also monitors water pressure,gas and temperature in real time based on multi-sensor.An abnormal signal detection algorithm based on wavelet transform and logistic regression classification is proposed.Finally,based on the Django network architecture and following the design concept of MVC(Model View Controller),the author develops and implements the model layer,the view layer and the control layer of the intelligent fire fighting system respectively.Intelligent fire control system can effectively integrate and intensively allocate all kinds of resources,intelligently perceive,identify,locate and track the status of fire water source,facilities,equipment and personnel,so as to achieve intelligent management and scientific command and dispatch.Intelligent fire control system is expected to provide effective means to reduce fire hazards,and produce positive social benefits in protecting people's lives and property safety.According to the system test and application results,it is necessary to further improve the intelligent level of the system in the future,introduce more advanced algorithms to carry out intelligent detection of the whole system,and carry out automatic analysis and integration of real-time acquisition data based on sensors.