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How do you get hard wired smoke detectors to stop beeping? 

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The sensors are best for combination with other techniques, such as smoke detectors.
Alarm algorithms utilizing ionization detector smoke measurements proved to be more effective than measurements from photoelectric detectors.
The results of these experiments show that the smoke detectors, especially the ionization detector, are sensitive to cooking fumes and nuisance alarms are easy to happen.
This paper demonstrates the usability of gas sensor technologies for fire detection to enhance the performance of conventional smoke detectors.
This is critical in scenarios where traditional smoke detectors cannot be installed.
Therefore this sensor overcomes the disadvantage of high false alarm rate given by smoke detectors and is also in small size which is suitable for household and industrial applications.
The current alarm algorithm resulted in better overall performance than the commercial smoke detectors, by providing both improved nuisance source immunity with generally equivalent or faster response times.
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.