%0 Journal Article
%T INVESTIGATION OF DETERIORATION PROCESS OF ORGANIC COATING USING 1-DIMENTION SOM NETWORK COMBINED WITH EIS<br>SOM人工神经网络与阻抗谱方法结合研究涂层的失效过程
%A ZHAO Xia
%A WANG Jia
%A KONG Tao
%A ZHANG Wei
%A WANG Yan-hua
%A PAN Guo-yun College of Chemistry
%A Chemical Engineering
%A Ocean University of China
%A Qingdao
%A State Key Laboratory for Corrosion
%A Protection
%A Shenyang
%A <br>赵霞
%A 王佳
%A 孔涛
%A 张伟
%A 王燕华
%A 潘国运
%J 腐蚀科学与防护技术
%D 2008
%I 
%X In this paper,the EIS characteristic of organic coatings tested under cyclic wet-dry conditions was analyzed.The changing rate of impedance was selected as the training sample for 1-Dimention SOM(Self-Organizing Feature Map) neural network.Each sample corresponds to a certain activation level of the neuron in the output layer.According to the speciality of 1-D SOM network,the changing trend of the activation level can generally reflected the coating degradation process.Combined with the characteristic of EI...
%K EIS
%K changing rate of impedance
%K neural network
%K activation level
%K degradation<br>电化学阻抗谱
%K 阻抗变化率
%K 神经网络
%K 激发水平
%K 降解
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=AB188D3B70B071C57EB64E395D864ECE&jid=9F6E6EC8BA5BB62698F6640073DDD6E1&aid=727D1076D88E1E5D8F855DC9A3FB51F5&yid=67289AFF6305E306&vid=A04140E723CB732E&iid=E158A972A605785F&sid=7979125BBE749348&eid=B4E8EA49DAAEB84F&journal_id=1002-6495&journal_name=腐蚀科学与防护技术&referenced_num=0&reference_num=14