Title :
Design of fire detection and alarm system based on intelligent neural network
Author :
Zhu, Mingyi ; Zhang, Jiamin
Author_Institution :
Dept. of Automobile, Henan Mech. & Electr. Eng. Coll., Xinxiang, China
Abstract :
For fire detection and alarm system with simple function, positioning difficulties, false positive and false negative in traditional intelligent building, the fire detection and alarm systems based on intelligent neural network have been designed. It can do integrated estimation with a variety of fire detection information detected by the microcontroller, neural network intelligent algorithm was joined in the software design, MATLAB simulation realize multiple synchronous intelligent detection, which effectively detect various types of early fire and reduce the fire.
Keywords :
alarm systems; building management systems; fires; microcontrollers; neural nets; MATLAB simulation; alarm system; fire detection; intelligent building; intelligent neural network; microcontroller; positioning difficulties; Alarm systems; Artificial intelligence; Artificial neural networks; Detectors; Fires; Temperature sensors; Training; BP algorithm; fire alarm; neural network;
Conference_Titel :
Computer Research and Development (ICCRD), 2011 3rd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-839-6
DOI :
10.1109/ICCRD.2011.5764264