Method and system for fire detection
View Patent ↗A method and system are provided, which provides reliable fire detection. In one implementation, the automated system includes a combination of sensors configured to measure various factors associated with a hazard, such as a fire or gas leakage, and generate sensor readings. Factors measured can include smoke, carbon monoxide and heat. The system further includes a detection device that is configured to determine whether a hazard or fire exists by performing a fuzzy analysis of sensor readings. The fuzzy analysis includes categorizing respective sensor readings into fuzzy sets, and determining whether the hazard exists based on a combination of the categorizations. In addition the size and direction of a fire can be determined from multiple sensors.
1. A method for detecting a hazardous condition, the method comprising:
receiving sensor readings from a plurality of sensors for attributes related to the hazardous condition; and
determining whether the hazardous condition exists based on a fuzzy analysis of the sensor readings, wherein:
the sensor readings include temperature readings: and
the fuzzy analysis comprises:
determining a temperature rise rate from the temperature readings;
classifying the temperature rise rate by assigning a classification value in the range 0 to 1;
categorizing the temperature rise rate and the temperature readings into respective fuzzy set categories; and
combining the respective fuzzy set categories into an output that indicates whether the hazardous condition exists or not.
2. The method of claim 1 , wherein the categorizing comprises:
assigning membership levels for one or more fuzzy set categories to the classification value;
determining a probability of the classification value belonging to the one or more fuzzy set categories; and
categorizing the classification value into a fuzzy set category for which the classification value has the highest probability.
3. A hazard detection system, the system comprising:
a plurality of sensors configured to measure attributes associated with a hazard and generate sensor readings; and
a detection device configured to determine whether the hazard exists or not based on a fuzzy analysis of the sensor readings, wherein:
the sensor readings include temperature readings: and
the fuzzy analysis comprises:
determining a temperature rise rate from the temperature readings;
classifying the temperature rise rate by assigning a classification value in the range 0 to 1;
categorizing the temperature rise rate and the temperature readings into respective fuzzy set categories; and
combining the respective fuzzy set categories into an output that indicates whether the hazardous condition exists or not.
4. The hazard detection system of claim 3 , wherein:
the categorizing comprises:
assigning membership levels for one or more fuzzy set categories to the classification value;
determining a probability of the classification value belonging to the one or more fuzzy set categories; and
categorizing the classification value into a fuzzy set category for which the classification value has the highest probability.