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So the different type of test smoke for fire smoke detectors can be obtained by aerosol generator.
This smoke detection will ease the fire detection.
Smoke detectors should become mandatory.
Experimental results show that the proposed smoke detection algorithm performs well than the conventional smoke detection algorithms in terms of accuracy of smoke detection.
Efforts to increase protection with smoke alarms should be augmented with programs to insure adequate and timely testing and maintenance of existing smoke alarms.
Experimental results show that the proposed four-stage smoke-detection algorithm outperforms conventional smoke-detection algorithms in terms of accuracy of smoke detection, providing a low false-alarm rate and high reliability in open and large spaces.
It is shown that such a smoke detector is able to operate reliably under low concentration of smoke and high relative humidity conditions.
This is critical in scenarios where traditional smoke detectors cannot be installed.
Alarm algorithms utilizing ionization detector smoke measurements proved to be more effective than measurements from photoelectric detectors.
Proceedings ArticleDOI
Yuan Wei, Yu Chunyu, Zhang Yongming 
02 Oct 2009
20 Citations
So we can judge the smoke or non-smoke by monitoring the power of the edge area.
This paper demonstrates the usability of gas sensor technologies for fire detection to enhance the performance of conventional smoke detectors.
However, the learning of smoke representation in the detectors will be restricted by the appearance gap between real and synthetic smoke samples, which will cause a significant performance drop.
The results show that improved fire-detection capabilities can be achieved over standard smoke detectors by combining smoke measurements with CO measurements in specific algorithms.