資源簡介
訓(xùn)練集采用TE過程正常狀態(tài)參數(shù),測試集采用TE過程故障10狀態(tài)參數(shù),采用ICA方法對TE過程進(jìn)行故障檢測與診斷

代碼片段和文件信息
%對已知的密度函數(shù)求取控制限
function?ConInt=ComCon(densityxmeshalpha) %density?密度矩陣?
%xmesh為密度對應(yīng)的x值的行向量(或矩陣)
%alpha?置信度
ConInt=zeros(12); %輸出ConInt為控制限
n=length(density); %計(jì)算每一列的控制限
x1=min(xmesh);
x2=max(xmesh);
dx=(x2-x1)/(n-1);
%黃金分割搜索從開始到某一點(diǎn)的面積為(1-alpha)/2以求取下分位數(shù);
while(1)
?????x3=x1+(sqrt(5)-1)/2*(x2-x1);
?????t=x1:dx:x3;
%????s=trapz(tdensity(1:length(t)));
?????s=trapz(density(1:length(t)))*dx;
?????if?abs(x2-x1)<1.0e-3?
%???????if?s-alpha<1.0e-4
????????ConInt(1)=x3;?
?????break;
%????elseif?s ?????elseif?s<(1-alpha)/2
????????????x1=x3;
?????else
??????????x2=x3;
?????end
end
%?????求上分為數(shù),從開始到某一點(diǎn)的面積為1-(1-alpha)/2;
x1=min(xmesh);
x2=max(xmesh);
while(1)
??????x3=x1+(sqrt(5)-1)/2*(x2-x1);
??????t=x1:dx:x3;
%?????s=trapz(tdensity(1:length(t)));
??????s=trapz(density(1:length(t)))*dx;
??????if?abs(x2-x1)<1.0e-3?
?????????ConInt(2)=x3;?
?????????break;
??????elseif?s<(1+alpha)/2
?????????????x1=x3;
??????else
???????????x2=x3;
??????end
end
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2014-05-27?17:11??ICA\
?????目錄???????????0??2014-05-04?20:38??ICA\ICA\
?????文件????????1112??2014-05-27?15:53??ICA\ICA\ComCon.m
?????文件????????1343??2014-06-04?22:49??ICA\ICA\ICA_monitor.m
?????文件????????1462??2014-06-04?22:49??ICA\ICA\ICA_normal.m
?????文件?????????199??2014-04-23?20:35??ICA\ICA\control_limit.m
?????文件??????399840??2002-04-23?00:20??ICA\ICA\d10.dat
?????文件??????799680??2006-10-28?08:20??ICA\ICA\d10_te.dat
?????文件????????1651??2014-06-04?22:36??ICA\ICA\main_n.m
?????文件?????????293??2014-04-28?20:30??ICA\ICA\sort_IC.m
?????文件?????????191??2014-05-27?16:07??ICA\ICA\variable_c.m
?????目錄???????????0??2014-05-27?17:11??ICA\ICA_modified\
?????文件????????1112??2014-05-27?15:53??ICA\ICA_modified\ComCon.m
?????文件????????1166??2014-05-27?21:27??ICA\ICA_modified\ICA_monitor.m
?????文件????????1592??2014-05-27?21:20??ICA\ICA_modified\ICA_normal.m
?????文件?????????199??2014-04-23?20:35??ICA\ICA_modified\control_limit.m
?????文件??????399840??2002-04-23?00:20??ICA\ICA_modified\d10.dat
?????文件??????799680??2006-10-28?08:20??ICA\ICA_modified\d10_te.dat
?????文件????????1496??2014-05-27?21:27??ICA\ICA_modified\main_n.m
?????文件?????????293??2014-04-28?20:30??ICA\ICA_modified\sort_IC_VRE.m
?????文件?????????313??2014-05-27?19:28??ICA\ICA_modified\sort_IC_cum.m
?????文件?????????293??2014-04-28?20:30??ICA\ICA_modified\sort_IC_negentropy.m
?????文件?????????187??2014-05-27?21:08??ICA\ICA_modified\variable_c.m
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