Application of BP Neural Network Based on Genetic Algorithm in Quantitative Analysis of Mixed GAS

作者：Chen Hongyan^*; Liu Wenzhen; Qu Jian; Zhang Bing; Li Zhibin

来源：International Conference on Applied Mechanics, Mechatronics and Intelligent Systems (AMMIS), 2015-06-19 to 2015-06-20.

• Genetic Algorithm
• BP Neural Network
• Sensor

Aiming at the problem of mixed gas detection in neural network and analysis on the principle of gas detection. Combining BP algorithm of genetic algorithm with hybrid gas sensors, a kind of quantitative analysis system of mixed gas is designed. The local minimum of network learning is the main reason which affects the precision of gas analysis. On the basis of the network study to improve the learning algorithms, the analyses and tests for CO, CO2 and HC compounds were tested. The results showed that the above measures effectively improve and enhance the accuracy of the neural network for gas analysis.

• 出版日期2016
• 单位中国计量大学