中文摘要：

为了对水质进行合理的量化评价,采用一种T-S模糊神经网络模型来实现评价,参照GB3838-2002进行网络模型的训练。以乌梁素海为研究对象,选取了COD、TP、TN及F四个水质评价参数作为模型输入,水质等级作为模型输出。使用MATLAB 2010B对模型进行实现,实现了冰与水的水质对比评价。经实验,使用T-S模糊神经网络模型进行的水质评价结果合理且符合实际环境状况,能够为乌梁素海水域的监管提供理论依据。

英文摘要：

To evaluate the water quality for reasonable quantification,the T-S Fuzzy Neural Network model was built. According to the GB3838-2002,the network model was trained. This paper takes the Ulansuhai Lake as the research object. Choosing four parameters COD,TP,TN and F for water quality evaluation as the model inputs,and the water quality rank as model output,the model was implemented by using MATLAB 2010 B,and the comparison of the water quality evaluation for ice and water had been finished.Experiments showed that the results of water quality evaluation were reasonable and were practically coincident with the environmental conditions. And it can supply the theory basis for Ulansuhai Lake water supervision.