- %大曲原始数据集data0[],158×6.
- data0=[0.05 61 65 1.15 2.5 13.275;
- 0.3 60 62.5 1.1 2.4 13.5;
- 0.2 59 62.5 0.9 1.7 15.525;
- 0.3 63 66 0.9 1.6 12.375;
- 0.2 62.5 65 0.8 2 12.7125;
- 0.3 60 64 1 1.55 12.9375;
- 0.1 59 64 1.1 2 13.275;
- 0.05 62.5 65 0.9 2.1 11.8125;
- 0.1 58.5 63 1 2.1 13.05;
- 0.15 62 63 1.05 2.1 12.4875;
- 0.05 58.5 63 1.2 2.1 12.825;
- 0.05 62.5 63.5 1.05 2.1 11.925;
- 0.15 59 63.5 0.9 1.6 14.175;
- 0.05 61 65 1 1.75 12.4875;
- 0.35 60 63 1.2 2.65 13.5;
- 0.25 60 64 1 1.85 13.8375;
- 0.1 58.5 62.5 0.85 1.9 13.3875;
- 0.15 59 63.5 0.9 1.85 12.7125;
- 0.1 61 64 0.9 1.85 12.2625;
- 0.15 56.5 63 0.95 1.8 13.725;
- 0.2 62 63 1 2.2 14.5125;
- 0.45 58.5 64 1.3 2.3 13.6125;
- 0.25 60 61 0.95 1.9 13.725;
- 0.35 58.5 63 0.9 1.8 13.1625;
- 0.1 57.5 63 1.2 2.2 12.9375;
- 0.15 57.5 65 1 1.5 13.6125;
- 0.05 60 64.5 0.95 1.95 12.375;
- 0.05 57.5 63.5 1.15 1.9 14.0625;
- 0.05 57.5 65 0.95 1.9 13.275;
- 0.1 58 65 0.9 1.7 14.2875;
- 0.05 60 66 0.85 2.05 13.6125;
- 0.15 60.5 65 1 1.55 14.0625;
- 0.1 57.5 65 1.05 1.9 14.4;
- 0.05 60 65 0.9 1.95 12.7125;
- 0.05 63.5 64 0.75 1.7 12.0375;
- 0.05 62 64 0.95 2.1 11.8125;
- 0.1 60 64.5 1.1 2 12.15;
- 0.3 56.5 63 1.4 2.2 14.5125;
- 0.05 56 65 1 1.8 14.85;
- 0.15 62 65 0.75 1.45 12.6;
- 0.3 62 62.5 0.8 1.55 12.6;
- 0.2 58.5 64 1 1.8 13.95;
- 0.05 59 64.5 0.95 2 13.5;
- 0.1 60.5 63.5 0.95 1.5 13.95;
- 0.15 60.5 63.5 1 1.7 13.95;
- 0.15 60 64 1.15 2.1 13.8375;
- 0.1 61 65.5 1 1.6 13.3875;
- 0.2 59 61.5 0.8 1.75 14.5125;
- 0.1 58 64.5 0.9 1.75 13.3875;
- 0.15 60.5 65 0.8 1.7 12.2625;
- 0.05 63 65 0.9 1.8 11.925;
- 0.1 60.5 65 1 1.7 12.15;
- 0.05 60.5 65 1.25 2.5 13.275;
- 0.05 58 63 1.05 1.85 13.05;
- 0.05 60 65 1 2 12.825;
- 0.05 61 63.5 1.05 2.2 12.4875;
- 0.1 61 64.5 0.85 1.9 12.7125;
- 0.1 59 63.5 0.9 1.8 13.1625;
- 0.15 60.5 65 0.8 1.8 12.6;
- 0.15 61 65 0.75 1.6 12.4875;
- 0.1 59.5 65.5 0.9 1.7 13.05;
- 0.15 60 65 1.1 1.95 12.2625;
- 0.05 58 62 1.1 2.1 12.375;
- 0.35 58 62.5 1.05 1.9 14.2875;
- 0.4 58 62.5 1.05 2.2 14.4;
- 0.05 59 65 1.1 2 14.7325;
- 0.35 60 65 1 1.75 13.95;
- 0.25 55.5 63.5 1.2 2.5 15.1875;
- 0.05 59.5 63 1.2 2.1 13.95;
- 0.45 59.8 63 0.8 1.8 14.850;
- 0.8 60 64.5 0.8 1.65 15.075;
- 0.1 61 64.8 0.9 1.7 14.9625;
- 0.3 57.5 62.5 1.05 2.35 15.075;
- 0.2 60.5 62.5 1 2.75 13.6125;
- 0.2 58 63 1.1 2.15 13.8375;
- 0.9 58 62 0.9 2 14.85;
- 0.3 60.5 65 1.1 2.15 14.4;
- 0.15 58.5 62 1 2.1 15.075;
- 0.2 60 63 1.15 2.5 12.9375;
- 0.25 60 64 1.05 1.65 12.375;
- 0.15 57 64 0.95 2.65 11.925;
- 0.1 58.5 64 1.2 2.4 12.4875;
- 0.15 60.5 64 0.9 2.1 12.375;
- 0.15 60 63 1 2.6 12.7125;
- 0.25 60.5 64 1.1 2.1 12.375;
- 0.1 60.5 64 1.1 1.9 11.8125;
- 0.15 60.5 61 0.85 1.6 11.475;
- 0.1 60 62.5 1 2.15 10.8;
- 0.2 55 62.5 0.95 2.1 14.5125;
- 0.95 57.5 61.5 1.1 1.8 12.9375;
- 0.5 58 61 0.8 1.9 13.05;
- 0.3 57.5 62.5 0.75 1.7 13.275;
- 0.15 59.5 62.5 1 2 12.825;
- 0.35 59 64.5 0.95 1.95 14.625;
- 0.1 60.5 65 1.05 1.8 13.6125;
- 0.35 60 64.5 0.85 1.8 14.2875;
- 0.1 58.5 64 1.05 2.05 13.5;
- 0.15 61 64 0.9 1.9 13.3875;
- 0.05 59 65 0.9 1.7 12.6;
- 0.25 59 64 1.2 2.1 13.275;
- 0.2 61 63.5 0.85 1.5 12.0375;
- 0.25 59.5 63.5 0.7 1.55 12.2625;
- 0.2 58 62 1.05 1.7 12.2625;
- 0.15 60 65 0.95 1.9 13.275;
- 0.05 61.5 65 0.75 1.7 12.15;
- 0.35 59 64 0.9 1.6 13.05;
- 0.1 59 63 1 1.9 13.275;
- 0.15 61 65 1.2 1.9 11.5875;
- 0.25 60.5 66.5 1.05 1.5 13.05;
- 0.1 62 65 1 1.8 12.0375;
- 0.15 59 62 1 2.15 12.9375;
- 0.15 60 65 1 2 12.375;
- 0.05 61.5 63.5 0.7 1.9 12.6;
- 0.05 60 66 1 2.45 13.8375;
- 0.05 56.5 65 1.05 2.15 12.7125;
- 0.05 60.5 65 1.1 1.95 11.8125;
- 0.1 59 64.5 0.85 1.8 13.5;
- 0.1 60.5 65 0.8 1.8 11.2;
- 0.4 60 65 1.2 2.2 13.05;
- 0.2 59 65 1.15 2.1 13.5;
- 0.35 58 65 0.9 1.8 14.7375;
- 0.1 60 65 0.95 2.4 14.2875;
- 0.1 57.5 65.5 0.8 1.6 13.725;
- 0.05 59 65 1.05 2.2 14.4;
- 0.1 61 65 0.9 1.8 12.9375;
- 0.1 59.5 65 1 1.6 14.4;
- 0.2 60 65 0.9 1.7 13.8375;
- 0.05 58 66 1 2.15 14.0625;
- 0.2 60 65 0.9 1.3 13.3875;
- 0.1 63 65 0.9 1.8 12.0375;
- 0.25 61 65 0.9 1.6 12.15;
- 0.7 60.5 65 0.7 1.3 12.825;
- 0.25 60.5 63 1 1.25 12.2625;
- 0.41 60 65 1.05 2 12.9375;
- 0.25 59 64.5 1 2.1 13.5;
- 0.2 59 65.5 0.85 1.6 12.7125;
- 0.15 61 65 0.95 1.4 12.15;
- 0.3 61 64.5 0.85 1.7 12.7125;
- 0.45 58 62.5 0.85 1.65 12.7125;
- 0.1 62.5 64.5 1 2 12.7125;
- 0.3 55 65 0.7 1.7 14.9625;
- 0.15 59 65.5 1 1.8 12.2625;
- 0.15 61.5 65.5 0.8 1.8 12.825;
- 0.15 61 65 0.85 1.7 12.9375;
- 0.3 62 65 0.95 1.8 13.1625;
- 0.25 60 65 1.05 2.1 12.69;
- 0.3 61 65 0.9 1.5 13.6125;
- 0.15 60 65.5 0.85 1.9 12.2625;
- 0.05 61.5 65 1.05 2.2 13.8375;
- 0.1 61 65 1.1 1.9 13.95;
- 0.45 59 65 1.05 2 12.825;
- 0.05 60.5 65.5 1.2 2.3 12.2625;
- 0.1 59.5 65 1 2.15 12.6;
- 0.05 61 64.5 1.1 2.4 12.375;
- 0.05 57.5 65 1.05 2.35 12.825;
- 0.15 61 65 1.1 2.05 12.2625;
- 0.05 58.5 65 1.2 2.1 13.725;
- 0.05 59 64.5 1.3 2.05 12.6];
- %异常数据处理
- e=ones(158,1);
- datamean=mean(data0);%求平均
- stderr=std(data0);%求标准差
- erastdata=abs(data0-e*datamean)>3*e*stderr;%剔除异常数据
- data0(any(erastdata'),:)=[]; %新的数据
- %