摘要
以解决矿井瓦斯涌出量预测问题为研究目的,将模糊系统和人工神经网络有机结合起来,组成T-S模糊神经网络,利用遗传算法对网络中参数值进行优化,对淮南某煤矿进行试验并分析。结果表明预测模型正确可靠。
In order to solve the problem ot the amount prediction of mine gas emission,a model of the T -S fuzzy neural network is built based on fuzzy systems and artificial neural networks, the genetic algo- rithms is used to optimize the parameters of the network. The analysis and test are carried out in a coal mine in Huainan, the results show that the forecasting model is accurate and reliable.
出处
《煤炭技术》
CAS
北大核心
2013年第1期89-91,共3页
Coal Technology
关键词
T-S模糊神经网络
遗传算法
瓦斯涌出量
T - S fuzzy neural network
genetic algorithms
amount of mine gas emission
