reports/bazar_Emilie/pretraitement.m

   1 %Dessins prétraitements
   2 script
   3
   4 XC=X2(:,1)-mean(X2(:,1));
   5
   6 [C1,L1] = wavedec(X2(:,1),4,'haar');
   7 xProj1=C(4:12);
   8
   9 [C2,L2]=wavedec(XC',4,'haar');
  10 xProj2=C(1:12);
  11
  12 Xrecon1 = waverec([zeros(1,3),xProj1',zeros(1,36)],L1,'haar');
  13 Xrecon2 = waverec([xProj2',zeros(1,36)],L2,'haar');
  14
  15 plot(X2(:,1),'LineWidth',2)
  16 hold on
  17 plot(Xrecon1,'r-o','LineWidth',2)
  18 plot(Xrecon2,'g-s','LineWidth',2)
  19 xlabel('Instant of the day','FontSize', 30)
  20 ylabel(['Load consumption and its reconstructions' sprintf('\n') ' after projecting and preprocessing'],'FontSize', 30)
  21 set(gca, 'FontSize', 20, 'fontName','Times');
  22 legend('Original signal','Reconstruction after projection and preprocessing 1','Reconstruction after projection and preprocessing 2','Location','NorthWest')